WO2017152425A1 - Method, system and device for preventing cheating in network exam, and storage medium - Google Patents

Method, system and device for preventing cheating in network exam, and storage medium Download PDF

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Publication number
WO2017152425A1
WO2017152425A1 PCT/CN2016/076179 CN2016076179W WO2017152425A1 WO 2017152425 A1 WO2017152425 A1 WO 2017152425A1 CN 2016076179 W CN2016076179 W CN 2016076179W WO 2017152425 A1 WO2017152425 A1 WO 2017152425A1
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WIPO (PCT)
Prior art keywords
information
candidate
cheating
test
video image
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PCT/CN2016/076179
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French (fr)
Chinese (zh)
Inventor
王铭钰
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深圳市大疆创新科技有限公司
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Application filed by 深圳市大疆创新科技有限公司 filed Critical 深圳市大疆创新科技有限公司
Priority to PCT/CN2016/076179 priority Critical patent/WO2017152425A1/en
Priority to CN201680002816.5A priority patent/CN107077796B/en
Publication of WO2017152425A1 publication Critical patent/WO2017152425A1/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/20—Education
    • G—PHYSICS
    • G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B5/00—Electrically-operated educational appliances

Definitions

  • the invention relates to the field of network test anti-cheat technology, in particular to a storage medium, a network test anti-cheating method, system and device.
  • the existing network test includes real-time network test and timed network test.
  • the examiner conducts a real-time video call with the interviewer, and passes the video to test and respond to the question, which can effectively avoid the interview.
  • the timed network test has no high requirements for the test time of the examiner and the interviewer, but since the examiner cannot obtain the test status of the candidate in real time, There will be some candidates cheating and candidates taking the test, which will affect the fairness and impartiality of the test.
  • the present invention provides a problem for solving the situation in the prior art that in the network testing process, there are some candidates cheating and candidates taking the test, thereby affecting the fairness and impartiality of the test.
  • a first aspect of the present invention is to provide a method for network testing against cheating, comprising:
  • a second aspect of the present invention provides a system for network testing against cheating, comprising:
  • a first acquiring module configured to acquire first video image information of the candidate in real time
  • the first processing module is configured to confirm, according to the first video image information, whether the candidate is cheating.
  • a third aspect of the present invention provides a network testing device for preventing cheating, comprising: a data collecting device and a processor;
  • the data collection device is configured to acquire first video image information of the candidate in real time
  • the processor is configured to perform, according to the first video image information, whether the candidate is cheated.
  • a fourth aspect of the present invention provides a storage medium, in which a program code is stored, and when the program code is executed, a network test is performed to prevent cheating.
  • the method specifically includes:
  • the storage medium and the network test anti-cheating method, system and device provided by the invention can quickly and accurately confirm whether the candidate has cheated by analyzing and processing the obtained first video image information, such as the candidate turning back, leaving the seat,
  • the cheating situation such as taking the test is accurately judged, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of the interview.
  • FIG. 1 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 1 of the present invention
  • FIG. 2 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 2 of the present invention
  • FIG. 3 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 3 of the present invention
  • FIG. 4 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 4 of the present invention.
  • FIG. 5 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 5 of the present invention.
  • FIG. 6 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 6 of the present invention.
  • FIG. 7 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 7 of the present invention.
  • Embodiment 8 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 8 of the present invention.
  • FIG. 9 is a schematic flowchart diagram of a method for preventing fraud in a network test according to Embodiment 9 of the present invention.
  • FIG. 10 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 10 of the present invention.
  • FIG. 11 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 11 of the present invention.
  • FIG. 12 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 12 of the present invention.
  • FIG. 13 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 1 of the present invention.
  • FIG. 14 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 2 of the present invention.
  • FIG. 15 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 3 of the present invention.
  • FIG. 16 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 4 of the present invention.
  • FIG. 17 is a schematic structural diagram of a network test anti-cheating device according to Embodiment 1 of the present invention.
  • FIG. 1 is a schematic flowchart of a network test anti-cheating method according to Embodiment 1 of the present invention. As shown in FIG. 1 , the network test anti-cheating method includes:
  • S101 acquiring first video image information of the candidate in real time
  • the specific implementation manner of acquiring the first video image information in real time is not limited, and those skilled in the art may set according to specific design requirements, for example, the implementation manner of acquiring the first video image information in real time may be set to pass the candidate answering terminal.
  • the built-in front camera, wherein the answering terminal mentioned here can be a laptop, a tablet, a smart phone or a desktop computer, as long as it can carry a front camera and can obtain the candidates in the examination process.
  • the video image information can be set; or, the acquisition mode of the first video image information can be set to be obtained by an external camera device, for example, if the candidate answering terminal does not have a built-in front camera or the built-in front camera is unclear or not
  • the candidate can electrically connect the candidate answering terminal to other camera devices to obtain the first video image information of the candidate; of course, those skilled in the art can also adopt The first video image information is obtained in other manners, as long as the first video image information of the candidate can be obtained in real time, and details are not described herein again.
  • the specific confirmation method for confirming whether the candidate is cheating according to the first video image information is not limited, and those skilled in the art may set according to specific design requirements, for example, the specific confirmation method may be set to fail according to different cheating methods.
  • the manner of judging, such as the method of cheating for the test in the test the person skilled in the art can set the specific confirmation method to: extract the facial feature information of the candidate through the first video image information, and extract the extracted facial feature information and pre- The standard candidate information is analyzed and matched. If the matching degree is greater than or equal to the preset threshold, the candidate is confirmed as the person's exam. If the matching degree is less than the preset threshold, the candidate is confirmed as the non-self test; further, in order to avoid the survival of the test.
  • the photo of the standard candidate is used to perform the test, and the facial feature information picture of the plurality of consecutive frames of the candidate may be extracted by the first video image information, and the facial feature information picture of the plurality of consecutive frames is used to confirm whether the information is true or not. By judging whether to blink, or before and after If the picture is changed, it is judged. If it is confirmed as a real person, the above method may be further used to judge whether the first video image information is cheated by another person; if it is confirmed to be non-real, directly confirm Candidates cheat.
  • the report may be generated according to the judgment.
  • the generated report is stored in association with the interview content after the candidate's reply is completed.
  • the interviewing company may Directly obtain the candidate's cheating behavior according to the information generated by the report.
  • the interview result can be directly invalid or the interview result is invalid, which effectively improves the interview efficiency. It is necessary to pay attention to the candidate.
  • the storage location of the problem of the network test is not limited, and those skilled in the art can set according to specific design requirements, for example, the network test topic can be stored in the network server or directly transmitted to the answering terminal where the candidate is located, etc. As long as the candidate can directly answer the questions on the network test according to the test questions, it will not be repeated here.
  • a person skilled in the art can also set the confirmation method to judge by manually analyzing the first video image information, such as finding that the test survives in a long-term return, long-term conversation with others, and making a call with the outside world in the first video image information.
  • the long-term return, long-term dialogue, or long-term departure of the above-mentioned test is related to the duration of the above-mentioned actions by the candidate, and may be different according to different Behavior, determine different standard time, such as setting the standard time for long-term departure to 5min, if the candidate's departure action lasts longer than 5min, confirm the long-term departure; for the same reason, you can set the standard time of the return and dialogue to 1min or 3min, etc., if the candidate returns or the duration of the conversation exceeds 1min or 3min, it is confirmed as long-term return or long-term dialogue, etc., or the number of times of returning or talking within the predetermined time exceeds the predetermined range, and then the candidate can be confirmed to cheated, and It can be further judged whether the test scores of the candidates are invalid.
  • the specific confirmation method for confirming whether the candidate is cheated according to the first video image information may be set to be automatically processed by the processor, for example, by acquiring the facial features of the candidate in real time through the first video image information, according to the facial features of the face. Confirm whether the candidate has the action of leaving the seat, turning back, bowing or looking up. If the facial features of the candidate in the first video image information disappear, confirm the candidate's departure from the seat, record the time when the candidate leaves the seat, and the time and preset to leave. The standard time is compared.
  • the candidate is confirmed to be cheating; if the facial features in the first video image information only include part of the feature information, it is confirmed that there may be a turning back, bowing or heading action Recording the duration of the above action of the candidate, and comparing the duration with the preset standard duration. If the duration is greater than or equal to the standard duration, the candidate is confirmed to be cheating; of course, those skilled in the art may also adopt Other ways to Whether candidates cheating, as long as can be achieved, this will not go according to the first video image information to confirm whether the candidates cheating effect.
  • the network test anti-cheating method provided by this embodiment can quickly and accurately confirm whether the candidate has cheated by analyzing and processing the obtained first video image information, such as the cheating of the candidate, leaving the seat, taking the test, and the like. Accurate judgment, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of the interview.
  • FIG. 2 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 2 of the present invention; on the basis of the embodiment shown in FIG. 1 , with continued reference to FIG. 2 , in order to further determine whether the candidate is a reference test for himself
  • the method further includes: before the obtaining the first video image information of the candidate in real time, the method further includes:
  • the method for obtaining the second video image information of the candidate is not limited.
  • a person skilled in the art may take the second video image information in the same manner as the first video image information, or may also set the second video image information to be acquired by another camera or camera, and because the second video image The information is used to judge whether the candidate participates in the candidate himself or herself. Therefore, the resolution of the second video image information can be set higher than the resolution of the first video image information, so that the candidate can determine whether the candidate is more accurate, Reliable to prevent misjudgment.
  • the camera device may be set to the first resolution when acquiring the first video image information, and acquire the second video image information.
  • the second resolution is higher, wherein the second resolution is higher than the first resolution; in general, the acquisition of the second video image information is collected between the candidates for the official examination, that is, the same camera device is used.
  • the resolution of the camera device is the second resolution before the test is performed.
  • the resolution of the camera device is automatically switched to the first resolution, so that the information of the candidate can be analyzed and confirmed as early as possible.
  • the first imaging device may be configured to acquire the first video image information
  • the second imaging device may be configured to acquire the second video image information.
  • the second camera is turned on at the second resolution to obtain the second video image information
  • the first camera is turned on at the first resolution before the candidate is about to take the test and the second camera is turned off.
  • the second camera device can be controlled to be turned off, so as to reduce the processing progress of the candidate terminal, and ensure that the candidate can perform the test stably; of course, those skilled in the art can also
  • the second video image information is obtained by using other methods, as long as the above operation process can be stably implemented, and details are not described herein again.
  • the method for confirming whether the candidate is the person to take the test according to the second video image information is not limited, and those skilled in the art may set according to specific design requirements, for example, the confirmation method may be set to manually use the second video.
  • the image information is analyzed and judged to confirm whether the candidate is taking the test for himself; or the confirmation method may be set to obtain the image information of the candidate through the second video image information, and the image information is analyzed and matched with the standard image provided by the candidate, if the matching If the degree is greater than or equal to the preset threshold, the candidate is confirmed to take the test for the person; if the matching degree is less than the preset threshold, the test is confirmed to be not the person taking the test; of course, the person skilled in the art can also According to the second video image information, it is determined that the candidate is taking the test for the person according to the second video image information, as long as the above-mentioned functional effects can be achieved, and details are not described herein again.
  • the method for preventing cheating in the network test provided by the embodiment can confirm whether the candidate takes the cheating behavior by quickly confirming whether the candidate is taking the test for himself or not by checking the obtained second video image information, thereby effectively ensuring the behavior of the candidate.
  • the fairness and impartiality of the exams have effectively improved the efficiency of online interviews.
  • FIG. 3 is a schematic flowchart of a network test anti-cheat method according to Embodiment 3 of the present invention; on the basis of the foregoing embodiment shown in FIG. 2, referring to FIG. 3, it is confirmed that the second video image information is confirmed.
  • the method for confirming whether or not the candidate is taking the test is not limited, and those skilled in the art can set according to specific design requirements.
  • the second video image information is used to confirm whether the candidate is taking the test for himself or not. Set to include:
  • S0021 Acquire image information of multiple consecutive frames according to the second video image information
  • the specific number of image information for obtaining consecutive frames is not limited, and those skilled in the art can set according to specific design requirements, for example, it can be set to obtain consecutive frames of 5, 10, 15 and 20 frames.
  • the image information when the number of acquired image information is larger, the labor needs to judge or the larger the data that the processor needs to process, and the judgment result is more accurate; therefore, the person skilled in the art can according to the difficulty of the test and the importance of the test. The degree is set and will not be described here.
  • the manner of acquiring the image information of the continuous frame according to the second video image information is not limited, for example, the acquisition mode may be set to acquire multiple consecutive frames by using the second video image information according to a specific time point or data stream.
  • the image information and the like are of course; those skilled in the art can implement the above process by using other methods or the prior art, as long as the image information of multiple consecutive frames can be obtained, and details are not described herein again.
  • the standard image information is provided to the interview company before the network test, so that the interview company can understand the basic information of the candidate; it should be noted that in order to improve the accuracy and accuracy of the judgment, the standard image information provided by the candidate is preferably the candidate.
  • the recent photos are taken in order to avoid the occurrence of a judgment error; in addition, the specific range of the preset threshold is not limited, and those skilled in the art can
  • the design requirements are set, for example, the preset threshold can be set to 85%, 90%, 95%, etc.; in addition, the matching degree of each image information with the standard image information is obtained by using each image information and standard image information.
  • the analysis is matched and obtained, and the manner of the specific analysis matching is not limited, and those skilled in the art can set according to specific design requirements, as long as the matching degree of each image information with the standard image information can be obtained. No longer.
  • the matching degree between each image information and the standard image information is less than a preset threshold, it means that the image information of the candidate who takes the test is not the same person as the person in the standard image information provided by the candidate, and then the test is confirmed to be non-identified.
  • the circumstances of the candidate's own examination; here, the period in which the standard image provided by the candidate is excluded and the candidate's current period are different, such as the candidate providing a photo ten years ago or five years ago as a standard image, and now Candidates change in both hair style and appearance. At this time, the system is prone to misjudgment. Therefore, in order to avoid the above situation, it is preferable to require the standard image information provided by the candidate as a recent photo of the candidate.
  • the network test anti-cheating method compares the matching degree between each image information and the standard image information with a preset threshold, if the matching degree of each image information and the standard image information is less than a preset threshold. , to confirm that the test is a non-candidate's own test, can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the judgment, thereby improving the practicality of the method.
  • FIG. 4 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 4 of the present invention; on the basis of the foregoing embodiment, with reference to FIG. 4, in order to further determine whether a candidate has cheated during the examination, Before acquiring the first video image information of the candidate in real time, setting the method to further include:
  • the method for acquiring the first voice information is not limited, and a person skilled in the art may set according to specific design requirements, for example, the method for acquiring the first voice information may be set to be obtained by using a voice device built in the test terminal.
  • the first voice information is obtained through the built-in microphone; if the test terminal does not have a built-in microphone or the built-in microphone cannot be used in some cases,
  • the first voice information is obtained by using an external voice device, such as a headset or a microphone that can be used for voice calls by an external access test terminal; of course, those skilled in the art can also use other methods to obtain the first candidate.
  • an external voice device such as a headset or a microphone that can be used for voice calls by an external access test terminal; of course, those skilled in the art can also use other methods to obtain the first candidate.
  • the voice information can achieve the above functions, it will not be described here.
  • the specific confirmation method for confirming whether or not to take the test for the person according to the first voice information is not limited, and those skilled in the art may set according to specific design requirements, for example, the confirmation method may be set to obtain spectrum information by using the first voice information. And analyzing and comparing the acquired spectrum information with the preset standard spectrum information, if the matching degree is greater than or equal to the preset threshold, confirming that the person participates in the test; if the matching degree is less than the preset threshold, confirming that the person is not taking the test; or The confirmation method may also be configured to obtain the timbre information by using the first voice information, and analyze and match the obtained timbre information with the preset standard timbre information.
  • the confirmation is Non-personal participation in the test; of course, the person skilled in the art can also use other confirmation methods to confirm whether the candidate is taking the test for himself, as long as the candidate can be analyzed and judged stably, and will not be described here.
  • the network test anti-cheating method provided in this embodiment increases the first voice information of the candidate, and further confirms whether the candidate participates in the test according to the first voice information, because the factor of judgment is added, thereby making the candidate Whether the judgment of the candidate is more accurate and reliable, reduces the probability of misjudgment, and improves the accuracy and reliability of the method.
  • the technical solution of the present invention is not limited to the specific confirmation method for confirming whether or not the candidate is taking the test according to the first voice information, and more preferably, according to the above description
  • a voice message confirms whether the candidate is taking the test for himself or herself, and the settings include:
  • the specific acquisition method for acquiring the timbre information of the candidate according to the first voice information is not limited, and those skilled in the art may set according to specific design requirements, for example, all voices in the first voice information may be extracted and classified, Extract all the sounds after classification to analyze, determine the voice of the candidate, and obtain the tone information of the candidate through the voice of the candidate; Since the timbre refers to the sensational characteristics of the sound, different vocals and different sounds can be distinguished into different timbres; therefore, by analyzing and processing the timbre information, it is possible to more accurately and reliably determine whether the candidate is a self-determination.
  • the first standard timbre information is the timbre information provided by the candidate in advance, for the company to determine, according to the first standard timbre information, whether the timbre information of the candidate being tested is issued by the candidate himself; and, for the timbre information and
  • the specific process of the first standard timbre information mechanical energy analysis matching is not limited, and those skilled in the art can set according to specific design requirements, such as converting the timbre information into a spectrogram form, and then comparing the spectrogram information of the timbre information with the first standard.
  • the standard spectrogram corresponding to the timbre information is analyzed and compared; or the timbre information of the candidate can be converted into sound vibration data, and the sound vibration data corresponding to the first standard timbre information is compared and analyzed.
  • Forms and the like of course, those skilled in the art can also use other methods to analyze and process the timbre information, as long as the above-mentioned functional effects can be achieved, and details are not described herein again.
  • the meaning of the above-mentioned timbre information matching the first standard timbre information may be that the timbre information completely matches the first standard timbre information, or the matching degree of the timbre information with the first standard timbre information is greater than or equal to the preset.
  • the case of the threshold; the specific analysis and processing method is related to the specific comparison method, and will not be described here; when the tone information matches the first standard tone information, the candidate taking the test is the one for the test.
  • the candidate who takes the test is a non-self test; wherein the specific mismatch form may include: the tone information of the candidate taking the test and the first standard tone information are not at all
  • the matching degree of the matching or timbre information and the first standard timbre information is less than a preset threshold, and the specific mismatching situation is related to a strategy for analyzing and processing the timbre information in a specific design.
  • the preconditions for obtaining the first voice information of the candidate are not limited in the technical solution, and those skilled in the art can according to specific design requirements.
  • Setting for example, can be set to obtain the first voice information of the candidate between the candidates to take the test, so that the identification and judgment of the candidate can be realized earlier and faster, or, more preferably, the basis can be Before the first voice information acquires the tone information of the candidate, the setting includes:
  • the analysis and judgment by the first voice information and the analysis and judgment by the image information are effectively combined, thereby improving the accuracy of the judgment; specifically, for each image After the matching degree between the information and the standard image information is compared with the preset threshold, if the matching degree of each picture information and the standard image information is greater than or equal to the preset threshold, it is known that the analysis process of the image information indicates that the candidate is I take the test. At this time, there may be cases where others pretend to take the test through makeup, easy to carry or carry the photo of the candidate. At this time, due to the light, or the clarity of the image information, etc.
  • the timbre information of the candidate is further obtained, and the timbre information is used to further judge whether the candidate takes the test for himself, thereby reducing the occurrence of false positives and thus improving The stable reliability used by this method.
  • FIG. 5 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 5 of the present invention.
  • the current cheating means The more you come, the more common it is to achieve cheating by communicating with the outside during the exams, and with the advancement of science and technology, communication devices are becoming more sophisticated and more concealed; for example, candidates carry Bluetooth headsets, The wireless headset communicates with the outside; therefore, in order to prevent the candidate from cheating in the above situation, the checking whether the candidate is cheated according to the first video image information is set to specifically include:
  • S1011 Acquire acupuncture shape information of the candidate by using the first video image information
  • the specific acquisition method for obtaining the auricle shape information of the candidate is not limited, and those skilled in the art can set according to specific design requirements, and in order to obtain the auricle shape information of the candidate more clearly, multiple multiple requirements may be required.
  • the camera device in different directions performs imaging; or after confirming the facial features of the candidate in the first video image information, directly locates the position of the ear, and obtains the auricle shape information of the candidate according to the determined position of the ear; of course, A person skilled in the art may also use other methods to obtain the auricle shape information of the candidate, as long as the auricle shape information can be obtained, and details are not described herein again.
  • S1012 determining whether the auricle shape information matches a preset standard auricle shape
  • the standard auricle shape is not specifically limited, as the first one: the standard auricle shape can be set to be obtained by the interview company through the candidate's pre-provided standard photo taken by the candidate, which has no ear The shape of the auricle of the device or accessory; second, the interviewing company can allow the candidate to provide multiple different types of photos and extract multiple different types of standard auricle shapes from the photo, such as a standard auricle shape with ornaments and Standard auricle shape without jewelry; etc.; in the first case: during the examination, candidates are required to refrain from carrying any ear accessories to avoid misjudgment; In this case, the candidate can be required to carry the jewelry during the examination, and the specific two processes are different. Therefore, those skilled in the art can set according to specific design requirements, and details are not described herein.
  • the meaning of the auricle shape information matching the standard auricle shape information may be: the auricle shape information completely matches the standard auricle shape information; or the auricle shape information matches the standard auricle shape information is greater than or It is equal to the preset threshold value, etc.; specifically, those skilled in the art can set according to specific design requirements, wherein if the standard auricle shape is the first case described above, then only one standard auricle shape information exists at this time.
  • the above process can be directly used for analysis and processing; if the standard auricle shape is the second case described above, that is, there are multiple standard auricle shape information at this time, the auricle shape information needs to be sequentially and multiple The standard auricle shape information is compared one by one, and if the auricle shape information matches at least one of the standard auricle shape information, it can be confirmed that the candidate has not cheated.
  • the meaning of the auricle shape information matching the standard auricle shape information may be: the auricle shape information completely does not match the standard auricle shape information; or the auricle shape information matches the standard auricle shape information is less than a preset threshold value or the like; wherein, if the standard auricle shape is the first case described above, that is, only one standard auricle shape information exists at this time, the above process may be directly used for analysis; if the standard auricle shape In the second case described above, that is, there are a plurality of standard auricle shape information at this time, it is necessary to sequentially compare the auricle shape information with a plurality of standard auricle shape information, if the auricle shape information and each If the standard auricle shape information does not match, the candidate can be confirmed to cheat.
  • the network test anti-cheating method provides the auricle shape information of the candidate through the first video image information, and analyzes and compares the auricle shape information with the standard auricle shape information, if the auricle shape information and the standard auricle If the shape information does not match, the candidate's ear has a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.), thereby confirming the cheating of the candidate, thereby effectively overcoming the fact that the candidate cannot accurately determine whether the communication device exists by means of the communication device. (such as headphones, Bluetooth headsets, wireless headsets, etc.) cheating with the outside world to ensure the fairness and impartiality of the exam, and further improve the efficiency of the interview.
  • a communication device such as a headset, a Bluetooth headset, a wireless headset, etc.
  • FIG. 6 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 6 of the present invention.
  • the technical solution can be used to specifically determine whether a candidate has a seat leaving a cheating.
  • the situation is not limited.
  • it is preferable that the checking whether the candidate is cheated according to the first video image information is set to further include:
  • S201 performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
  • the specific implementation method of the image recognition is not limited, and those skilled in the art can set according to specific design requirements, for example, all the person information appearing in the first video image information can be identified, and the character information is to be performed. After the identification, the largest person information is recognized as the character image information of the candidate in all the character information; by analyzing and recognizing the image information of the person, if the image information of the person disappears, the candidate disappears in the first video image information, and the confirmation is confirmed. When the character image information disappears, the start time of the disappearance is recorded until the character image is detected again.
  • the end time of the disappearance is recorded, and the disappearance period of the disappearance of the person image is determined by the range of the start time and the end time; of course, those skilled in the art can also use other methods to obtain the disappearance period.
  • the time period as long as the above-mentioned disappearing time period parameter can be accurately obtained, will not be described here.
  • the specific analysis of the disappearing time period is not limited, and those skilled in the art can set according to specific design requirements, and will not be described here; the specific analysis of the disappearing time period determines that the candidate disappears in the first video.
  • the time in the image information if the time is longer, indicates that the test is too suspicion of cheating.
  • the candidate is confirmed to be cheating; if the time is short, the candidate may have some unexpected situations that need to be dealt with in time, and The time period is not enough to cause cheating, so it is confirmed that the candidate has not cheated; if the candidate's item falls, it needs to be picked up, etc.; through the comprehensive judgment of the disappearing time period, the candidate can be further cheated if he or she leaves the seat.
  • the behavior judgment makes the factor condition of the method judgment, which improves the accuracy of the judgment, and also improves the practicability and application scope of the method, further ensuring the fairness and impartiality of the test.
  • FIG. 7 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 7 of the present invention.
  • the technical solution of the present invention is not limited to a specific analysis method for a lost time period.
  • a person skilled in the art can set according to a specific design requirement.
  • the disappearing time period can be analyzed to confirm whether the candidate is cheating, and the setting specifically includes:
  • the preset time period is a preset standard duration, and a person skilled in the art can set different preset time periods according to the market required by different actions that the candidate may occur, such as setting the preset time period to 30s, 1 min. , 3min or 5min and so on.
  • the disappearing time period is greater than the preset time period, it indicates that the probability of survival in the test is higher, so it can be directly confirmed as the candidate cheating; for example, when the preset time period is set to 1 min, if the candidate disappears for more than 1 min. , then in the disappearance period of the candidates, you can fully consult the reference materials or Inquiring about other people's related problems, and then there is a greater risk of cheating. In order to avoid the possibility of misjudgment, at this time, it is directly confirmed as cheating for candidates; of course, there is no special reason for candidates to take the test. Try to ensure that you do not leave the first video image information or that you can leave it for a short time to avoid false positives.
  • the candidate's disappearing time period is less than or equal to the preset time period, it means that the candidate's disappearing time is relatively short, and the short-term time is not enough to cause cheating, so it will be directly confirmed.
  • Candidates do not have cheating; however, there is a situation at this time, that is, after the candidate has been verified and confirmed to take the test for himself, during the examination, the first video image information is left in a short time, when it appears again in the first In a video image information, there may be another person to replace the candidate to take the test; therefore, in order to avoid the person image that appears again in the first video image information is the candidate himself, the time period for confirming the disappearance of the candidate is less than or When it is equal to the preset time period, it is necessary to re-evaluate whether the candidate continues to take the test for himself.
  • the specific judgment is based on obtaining the second video image information and the first voice information of the candidate, and the specific judgment method is the same as that in the above embodiment.
  • the implementation method is
  • FIG. 8 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 8 of the present invention.
  • the method Set to also include:
  • the implementation process and the implementation effect of the foregoing obtaining the second voice information are the same as the implementation process and the implementation result of the foregoing obtaining the first voice information.
  • S302 Acquire sound decibel information of the test environment according to the second voice information
  • the second voice information is sound information corresponding to the test environment (including the voice information of the candidate's dialogue), and since the sound decibel information is the sound size information, after the second voice information is obtained, the second voice information is analyzed. Processing, you can get sound decibel information.
  • the preset standard sound decibel information is preset, and the value of the specific standard sound decibel information is not limited, and those skilled in the art can set according to specific design requirements, for example, the standard decibel information can be set to 30 decibels, 40 decibels or 50 decibels, etc., and the specific decibel value is related to different environmental conditions, such as the standard sound decibel information in the environment of the home is low, and the standard sound in the environment of shopping malls, supermarkets, Internet cafes, etc.
  • the decibel information is higher; the purpose of setting the standard sound decibel information and the sound decibel information is to detect the sound decibel information in the examination environment. If the sound decibel information in the examination environment is higher, then the decibel information of the candidate is higher. In the case of low, there will be cases of misjudgment or misjudgment. Therefore, in order to avoid misjudgment or misjudgment of the injury, in general, the tester is required to perform a network test with a low or quiet voice.
  • the sound decibel information of the test environment is analyzed and processed, it is confirmed that the sound decibel information is smaller than Or equal to the standard sound decibel information, indicating that the sound information in the test environment meets the preset environmental standards, then the source of the sound decibel information needs to be further confirmed, whether it is the conversation that occurs to the candidate or the other action behavior Information to further confirm whether the candidate has cheated.
  • the test environment of the test taker is accurately judged to avoid the misjudgment or misjudgment of the candidate's cheating when the test is conducted in a relatively noisy environment. If the test environment meets the preset criteria, but the sound decibel information is detected during the test, the source of the sound decibel information needs to be further confirmed to further confirm whether the candidate has cheated; the judgment factor of the method is improved. , in turn, improves the accuracy and reliability of the judgment of whether the candidate has cheated.
  • FIG. 9 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 9 of the present invention; on the basis of the foregoing Embodiment 10, referring to FIG. 9 , the implementation of the technical solution for determining the source of the sound decibel information is not The limitation can be set by a person skilled in the art according to specific design requirements.
  • the source of the sound decibel information is determined to include:
  • S3051 Acquire timbre information in the second voice information corresponding to the sound decibel information
  • the implementation manner of obtaining the timbre information corresponding to the sound decibel information is the same as the implementation manner of obtaining the timbre information of the candidate by using the first voice information.
  • the implementation manner of obtaining the timbre information of the candidate by using the first voice information is the same as the implementation manner of obtaining the timbre information of the candidate by using the first voice information.
  • the second standard tone information is preset, and can be set by a person skilled in the art according to specific design requirements.
  • the second standard tone information can be set to include a flip book sound, an electronic dictionary tap sound, and a computer keyboard knock.
  • the sounding and the like; therefore, the process of analyzing and matching the timbre information with the second standard timbre information is mainly to analyze and judge the movements of the candidate, and then to determine whether the candidate has cheated.
  • the timbre information and the second standard timbre information are analyzed and judged, if the timbre information is judged
  • the second standard timbre information is matched, if the timbre information matches the timbre information of the rumbling sound, the candidate is in the process of flipping the book, so it can be confirmed that the candidate is cheating; wherein the matching can be an exact match or a match.
  • the degree is greater than or equal to the preset threshold; specifically, those skilled in the art can set according to specific design requirements, as long as the candidate can be accurately confirmed that the cheating has occurred, and details are not described herein.
  • the method further includes:
  • the timbre information is compared with the second standard timbre information, if the analysis comparison result is a mismatch, it indicates that the timbre information is not the sound generated by the candidate's flip book, tapping electronic dictionary, computer keyboard knocking sound, etc. Therefore, the sound source of the timbre information needs to be further confirmed; wherein the first standard timbre information is the timbre information of the candidate set in advance, and the purpose of analyzing and matching the acquired timbre information with the first standard timbre information is to determine the timbre. Whether the source of the information is the candidate himself.
  • the timbre information matches the first standard timbre information, it is confirmed that the source of the timbre information is the candidate himself, that is, the candidate has a conversation; wherein the matching may refer to the timbre information completely matching the first standard timbre information, or the timbre
  • the matching degree of the information with the first standard timbre information is greater than the preset threshold; the specific person skilled in the art can set according to the specific design requirements, as long as the candidate can confirm whether the conversation occurs, and details are not described herein again.
  • the specific judgment method is to extract the keyword information in the candidate's conversation information.
  • the specific content and the number of words of the keyword information can be advanced. It is set up, and can also be set according to different design requirements by those skilled in the art, and details are not described herein again.
  • the purpose of judging whether a candidate is cheating by extracting the keyword information in the dialogue information is to prevent misjudgment or misjudgment of the candidate. For example, if the source of the sound is a normal physiological reaction of the subject such as coughing or sneezing, then the judgment can be accurately determined. Candidates do not cheat at this time; if the source of the sound is a conversation about the test, then the candidate can be accurately confirmed to cheating at this time; then by extracting the keyword information, it can accurately determine whether the candidate is cheating, and improve the stability and reliability of the method. Sex.
  • Embodiment 10 is a schematic flowchart of a network test anti-cheating method according to Embodiment 10 of the present invention.
  • the technical solution confirms whether a candidate cheats according to keyword information.
  • the method for determining the method is not limited, and can be set by a person skilled in the art according to a specific design requirement.
  • S30571 Determine whether there is test related information that matches the keyword information in the dialog information
  • the test related information refers to the information content related to the keywords appearing in the test questions or the test questions of the network test; of course, the person skilled in the art can also set according to the specific design requirements, by judging whether the dialog information is
  • the test related information that matches the keyword information can judge the dialogue information more comprehensively, so as to avoid the omission of the judgment of some contents in the dialogue information, thereby ensuring the accuracy and reliability of the judgment.
  • matching may be that the matching degree of the dialogue information and the keyword is greater than or equal to a preset threshold or is a perfect match, and the specific range for the preset threshold may be different according to a specific design by those skilled in the art.
  • the requirements are set, for example, the preset threshold can be set to 70%, 80% or 90%, etc.; if it is judged that there is test related information matching the keyword information in the dialog information, the candidate has conducted relevant information about the test. Dialogue, and then confirm candidates cheating.
  • FIG. 11 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 11 of the present invention; on the basis of the foregoing embodiment, referring to FIG. 11, it can be seen that, in the process of taking a test for a candidate, the test terminal is a candidate for the test.
  • the equipment to be prepared is more commonly used by the candidate's own laptop or desktop computer.
  • the test terminal has a networking function. Therefore, in order to prevent candidates from cheating through network query or network consultation, the method is set. To also include:
  • the implementation manner of obtaining the Internet access data of the answering terminal is not limited, and those skilled in the art can set according to specific design requirements, for example, it can be set to collect the Internet data packet in the network access location, and then obtain the Internet data packet. Text information, and the text information is classified and stored according to different languages; of course, those skilled in the art can also use other methods to obtain the Internet data of the answering terminal, as long as the above functions can be performed, no longer Narration.
  • the method for extracting keyword information is similar to the method for extracting keyword information in the above-mentioned candidate candidate dialogue information, and the only difference is to extract keyword information from the online data, and the above process is information from the candidate dialogue.
  • the keyword information is extracted, and therefore, the above statement may be specifically referred to, and details are not described herein again.
  • S403 Determine whether there is test related information that matches the keyword information in the online data.
  • FIG. 12 is a schematic flowchart of a network test anti-cheating method according to Embodiment 12 of the present invention.
  • the candidate in the process of performing network test by the candidate, the candidate may connect multiple Display screen, and can copy the test questions to or drag to another display, request others to coordinate the reply, in order to prevent candidates from cheating in the above way, the method is set to include:
  • S501 Obtain information about the number of display devices connected to the answering terminal.
  • the specific acquisition method for obtaining the quantity information of the display device connected to the answering terminal is not limited, and those skilled in the art can set according to specific design requirements, for example, by collecting the video card interface of the answering terminal or the access of the USB port.
  • the information is obtained according to the access information of the interface of the video card or the access information of the USB port, and the number of the displayed display device is not limited, and the specific type of the display device is not limited.
  • the design requirements are set.
  • the display device can be set to include a display screen, a mobile terminal carrying a display screen, a projection device, and the like, as long as the effect of displaying the test question can be realized, and details are not described herein again.
  • a answering terminal is connected with a display device for displaying the test title information for the candidate to answer; therefore, when the number of connected display devices is one, it is a normal time, therefore, it is required Compare the obtained quantity information with the quantity 1.
  • the number information is judged to be greater than 1, it indicates that the answering terminal connected to the test terminal has a plurality of display devices, so that it is possible to initially determine the possibility of the test being cheat, in order to further confirm whether the candidate uses a plurality of display terminals to perform cheating, and obtain the interface of the display device. information.
  • the interface information of each display device is obtained, and the candidate is further judged according to the interface information, thereby improving the accuracy and reliability of the judgment. And effectively avoiding the occurrence of cheating by candidates through multiple display terminals, improving the fairness and impartiality of the test.
  • the technical solution of the present invention is not limited to the method for determining whether a candidate is cheating according to the interface information of the display device, and those skilled in the art can according to specific design requirements.
  • Setting, wherein, more preferably, the candidate is confirmed to be cheated according to the interface information of all the display devices, and the specific settings include:
  • S5051 Extract keyword information in interface information of each display device.
  • the method for extracting the keyword information in the interface information of each display device in the embodiment is the same as the implementation process and the implementation of the keyword information in the extracted Internet data. For details, refer to the foregoing content, and details are not described herein again.
  • the matching in this embodiment may be a complete matching or the matching degree is greater than or equal to a preset threshold. Specifically, those skilled in the art may set according to specific design requirements; after the determination, if it is confirmed that there is more than one
  • the interface information in the display device includes the test related information matching the keyword, which indicates that the candidate copies the test title and displays it through multiple display devices, so that there is a situation in which others can help and answer the work, so the candidate is confirmed. cheat.
  • the network test anti-cheating method provided in this embodiment can quickly and accurately confirm that the candidate has already obtained by obtaining the number of display devices connected to the answering terminal, and the interface information of more than one display device includes test related information. Cheating occurs, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of online interviews.
  • FIG. 13 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 1 of the present invention; as shown in FIG. 13, the network test anti-cheating system includes:
  • the first obtaining module 1 is configured to acquire first video image information of the candidate in real time
  • the specific structure of the first obtaining module 1 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein;
  • the implementation process and the implementation of the above-mentioned steps are the same as the implementation process and the implementation of the step S101 in the first embodiment. For details, refer to the above description, and details are not described herein again.
  • the first processing module 2 is configured to confirm, according to the first video image information, whether the candidate is cheating.
  • the specific structure of the first processing module 2 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein;
  • the implementation process and the implementation effect of the above-mentioned steps are the same as the implementation process and the implementation of the step S102 in the first embodiment. For details, refer to the above description, and details are not described herein again.
  • the network test anti-cheating system analyzes and processes the acquired first video image information by using the first processing module 2, and can quickly and accurately confirm whether the candidate has cheated, such as the candidate turning back, leaving the seat,
  • the cheating situation such as taking the test is accurately judged, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of the interview.
  • Test anti-cheating systems including:
  • the second obtaining module 3 is further configured to acquire, in real time, the second video image information of the candidate before acquiring the first video image information of the candidate in real time;
  • the specific structure of the second obtaining module 3 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and no longer
  • the implementation process and the implementation effect of the foregoing steps implemented by the second obtaining module 3 are the same as the implementation process and the implementation effect of the step S001 in the second embodiment. For details, refer to the foregoing content, and details are not described herein again. .
  • the second processing module 4 is configured to confirm, according to the second video image information, whether the candidate is taking the test for himself.
  • the specific structure of the second processing module 4 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein;
  • the implementation process and the implementation of the above-mentioned steps are the same as the implementation process and the implementation of the step S002 in the second embodiment. For details, refer to the above description, and details are not described herein again.
  • the network test anti-cheating system determines whether the candidate is taking the test for the second video image information obtained by the second processing module 4, and can quickly and accurately confirm whether the candidate has cheated in the test. In addition, it effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of online interviews.
  • the second processing module 4 determines, according to the second video image information, whether the candidate is a person to take the test.
  • the setting is performed according to specific design requirements.
  • the second processing module 4 is configured to be specifically used for:
  • the confirmation test is a non-candidate's own test.
  • the network test anti-cheating system compares the matching degree between each image information and the standard image information with a preset threshold by the second processing module 4, if the matching degree of each image information and the standard image information If the test is less than the preset threshold, it is confirmed that the test is a non-candidate's own test, which can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the test. The accuracy, which in turn increases the utility of the system.
  • the second obtaining module 3 is configured to acquire the first voice information of the candidate in real time before the first video image information of the candidate is obtained in real time;
  • the second processing module 4 is configured to confirm, according to the first voice information, whether the candidate is taking the test for himself.
  • the network testing anti-cheating system adds the second obtaining module 3 to obtain the first voice information of the candidate, and uses the second processing module 4 to further confirm whether the candidate is taking the test for the person according to the first voice information, due to the increase A judgment factor, therefore, makes the judgment of the candidate's own candidate more accurate and reliable, reduces the probability of misjudgment, and improves the accuracy and reliability of the system.
  • the technical solution of the present invention is not limited to the specific confirmation method for the second processing module 4 to confirm whether the candidate is taking the test according to the first voice information.
  • the second processing module 4 is set to be specifically used for:
  • the confirmation test is the candidate's own test.
  • the confirmation test is a non-candidate's own test.
  • the implementation process and the implementation effect of the operation steps implemented by the second processing module 4 are the same as the implementation process and the implementation of the steps S0026-S0029 in the foregoing fifth embodiment.
  • the implementation process and the implementation effect of the operation steps implemented by the second processing module 4 are the same as the implementation process and the implementation of the steps S0026-S0029 in the foregoing fifth embodiment.
  • the specific timbre information obtained by the second processing module 4 is analyzed and judged. Since different people have different timbre information, the judgment of the timbre information by the second processing module 4 can easily and easily determine whether the candidate is I judged myself to take the test and improved the accuracy and reliability of the judgment.
  • the preconditions for obtaining the first voice information of the candidate by the second acquiring module 3 are not limited in the technical solution, and those skilled in the art may
  • the design requirements are set, for example, the first voice information of the candidate can be obtained between the candidates to take the test, so that the identification and judgment of the candidate can be realized earlier and faster, or, more preferably, the
  • the second processing module 4 is configured to also be used for:
  • the timbre information of the candidate is obtained according to the first voice information, if the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information. .
  • the second processing module 4 sets the premise of acquiring the first voice information of the candidate, and effectively combines the analysis and judgment by the first voice information with the analysis and judgment by the image information, thereby improving the accuracy of the determination; After comparing the matching degree of each image information with the standard image information and the preset threshold, if the matching degree of each picture information and the standard image information is greater than or equal to a preset threshold, then the analysis and processing of the image information is performed.
  • the process can be seen that the candidates take the test for themselves. At this time, there may be cases where others pretend to take the test through makeup, easy to carry or carry the photos of the candidates.
  • the timbre information of the candidate is further obtained, and the timbre information is used to further judge whether the candidate is taking the test for himself, thereby reducing the misjudgment. Produced, which improves the stability and reliability of the method. Sex.
  • the candidate is confirmed to be cheating.
  • the implementation process and the implementation effect of the operation steps implemented by the first processing module 2 are the same as those of the steps S1011-S1014 in the above-mentioned Embodiment 7, and the foregoing description may be specifically referred to, and details are not described herein again.
  • the network test anti-cheating system uses the first processing module 2 to acquire the auricle shape information of the candidate through the first video image information, and analyzes and compares the auricle shape information with the standard auricle shape information, if the auricle The shape information does not match the standard auricle shape information, indicating that the candidate's ear has a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.), thereby confirming the cheating of the candidate, thereby effectively overcoming the current accurate judgment.
  • Candidates have cheating with the outside world through communication devices (such as headphones, Bluetooth headsets, wireless headsets, etc.) to ensure fairness and impartiality of the test, and further improve the efficiency of the interview.
  • the technical solution of the present invention is not limited to the case where the first processing module 2 specifically determines whether the candidate has left the seat and is cheating.
  • the disappeared time period is analyzed to confirm whether the candidate is cheating.
  • the first processing module 2 is not limited to a specific analysis method for the disappearing time period, and can be set by a person skilled in the art according to specific design requirements.
  • the first processing module is specifically configured to:
  • the candidate is confirmed to be cheating; or,
  • the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
  • the candidate conducts the network test, there are certain requirements for the surrounding test environment. For example, if the test environment of the candidate is a more mature and noisy environment, then The judging process of the method may be affected.
  • the first obtaining module 1 and the first processing module 2 in the system are also respectively used for:
  • the first obtaining module 1 is further configured to acquire, in real time, the second voice information of the candidate when answering the question;
  • the first processing module 2 is further configured to acquire sound decibel information of the test environment according to the second voice information;
  • the candidate is confirmed to be cheating; or,
  • the source of the sound decibel information is determined to confirm whether the candidate is cheating.
  • the implementation steps of the first obtaining module 1 and the first processing module 2 are implemented
  • the process and the implementation effect are the same as the implementation process and the implementation of the steps S301-S305 in the above-mentioned tenth embodiment.
  • the test environment of the test taker is accurately judged to avoid the misjudgment or misjudgment of the candidate's cheating when the test is conducted in a relatively noisy environment. If the test environment meets the preset criteria, but the sound decibel information is detected during the test, it is necessary to further confirm the source of the sound decibel information to further confirm whether the candidate has cheated; improve the reference judgment of the system. Factors, in turn, improve the accuracy and reliability of the judges' cheating.
  • the technical solution of the first processing module 2 for determining the source of the sound decibel information is not limited, and those skilled in the art can design according to the specific design.
  • the requirement is set, wherein, preferably, the first processing module 2 is set to be specifically used for:
  • the candidate is confirmed to be cheating.
  • the implementation process and the implementation effect of the operation steps implemented by the first processing module 2 are the same as the implementation process and the implementation effects of the steps S3051-S3053 in the foregoing eleventh embodiment. For details, refer to the above statement, and details are not described herein again. .
  • the first processing module 2 is further configured to:
  • the timbre information in the second voice information corresponding to the sound decibel information After acquiring the timbre information in the second voice information corresponding to the sound decibel information, if the timbre information does not match the second standard timbre information, the timbre information and the first standard timbre are The information is analyzed and compared, and if the timbre information matches the first standard timbre information, the candidate is confirmed to have a dialogue;
  • the extracting module 5 is configured to extract keyword information in the candidate dialogue information
  • the first processing module 2 is further configured to confirm, according to the keyword information, whether the candidate is cheating.
  • the specific structure of the extraction module 5 is not limited, and can be set by a person skilled in the art according to specific design requirements, as long as the above-mentioned functional effects can be achieved, and details are not described herein.
  • the first processing module 2 and The implementation process and the implementation effect of the above-mentioned steps implemented by the extraction module 5 are the same as the implementation process and the implementation of the steps S3054-S3057 in the foregoing embodiment 12. For details, refer to the above description, and details are not described herein again.
  • the keyword information in the dialog information is extracted by the extraction module 5, and the purpose of determining whether the candidate is cheating by the first processing module 2 is to prevent the misjudgment or misjudgment of the candidate, such as the source of the voice being a cough, sneezing, etc.
  • the normal physiological response of the human body can accurately judge that the candidate has not cheated at this time; if the source of the sound is a conversation about the test, the candidate can be accurately confirmed to cheating at this time; then the candidate can be accurately judged by extracting the keyword information. Whether cheating or not improves the stability and reliability of the system.
  • the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating according to the keyword information, and the person skilled in the art can
  • the design requirements are set, wherein, preferably, the first processing module is set to be specifically used for:
  • the candidate is confirmed to be cheating.
  • the implementation process and the implementation effect of the operation steps implemented by the first processing module 2 are the same as the implementation process and the implementation effects of the steps S30571-S30573 in the thirteenth embodiment. For details, refer to the above statement, and details are not described herein again. .
  • the candidate is further accurately judged whether the candidate has cheated, thereby avoiding the misjudgment or misjudgment of the candidate, and further improving The practicality of the system.
  • the test terminal in the process of taking a test, the test terminal is prepared for the candidate himself.
  • Equipment more common for candidates' own laptops or For desktop computers, etc., in general, the test terminal has a networking function. Therefore, in order to prevent candidates from cheating through network query or network consultation, the system also includes:
  • the third obtaining module 6 is configured to obtain online data of the answering terminal
  • the extracting module 5 is further configured to extract keyword information in the online data
  • the third processing module 7 is configured to confirm that the candidate cheated if there is test related information matching the keyword information in the online data.
  • the specific structure of the third obtaining module 6 and the third processing module 7 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein;
  • the implementation process and the implementation effect of the foregoing steps implemented by the third obtaining module 6, the extracting module 5, and the third processing module 7 are the same as those of the steps S401-S405 in the above-mentioned fourteenth embodiment, and specifically Reference is made to the above statement and will not be repeated here.
  • the third processing module 7 avoids the misjudgment or misjudgment of the cheating situation by the candidate in the form of network inquiry or network consultation; further ensuring the fairness and impartiality of the candidate and improving the system Prevent the stability and reliability of candidates cheating.
  • FIG. 16 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 4 of the present invention; on the basis of the foregoing embodiment, with reference to FIG. 16, it can be seen that in the process of conducting a network test by the candidate, the candidate can connect multiple displays. Screen, and can copy the exam questions to another display, request others to coordinate the reply, in order to prevent candidates from cheating in the above way, the system is set to include:
  • the fourth obtaining module 8 is configured to obtain quantity information of the display device connected to the answering terminal;
  • the fourth processing module 9 is configured to acquire interface information of all display devices if the quantity information is greater than 1.
  • the fourth processing module 9 is further configured to confirm whether the candidate is cheating according to the interface information of all the display devices.
  • the specific structure of the fourth obtaining module 8 and the fourth processing module 9 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein;
  • the fourth obtaining module 8 and the fourth processing module 9 are implemented.
  • the implementation process and the implementation of the above-mentioned steps are the same as the implementation process and the implementation of the steps S501-S505 in the above-mentioned Embodiment 15. For details, refer to the above description, and details are not described herein again.
  • the fourth processing module 9 determines the number information of the display device connected to the answering terminal. When the number of the display devices is multiple, the interface information of each display device is obtained, and the candidate is further judged according to the interface information, thereby improving the judgment. Accurate and reliable, and effectively avoid the occurrence of cheating by candidates through multiple display terminals, improving the fairness and impartiality of the test.
  • the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating according to the interface information of the display device. It can be set according to specific design requirements. Among them, more preferably, it can be set as follows:
  • the extracting module 5 is further configured to extract keyword information in interface information of each display device
  • the fourth processing module 8 is specifically configured to:
  • the candidate is confirmed to be cheating.
  • the network testing anti-cheating system obtained in this embodiment obtains the number of display devices connected to the answering terminal through the fourth obtaining module 8, and when the interface information of more than one display device includes test related information, the method can be fast, Accurately confirm that the candidates have cheated, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of online interviews.
  • FIG. 17 is a schematic structural diagram of a network test anti-cheating device according to Embodiment 1 of the present invention; as shown in FIG. 17, the network test anti-cheating device includes: Acquisition device 10 and processor 11;
  • the data collection device 10 is configured to acquire first video image information of a candidate in real time
  • the processor 11 is configured to perform, according to the first video image information, whether the candidate is determined to be Disadvantages.
  • the specific structure of the data collection device 10 and the processor 11 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above-mentioned functional effects can be achieved, and details are not described herein;
  • the implementation process and the implementation of the above-mentioned steps are the same as those of the steps S101-S502 in the first embodiment. For details, refer to the above description, and details are not described herein again.
  • the network testing anti-cheating device analyzes and processes the acquired first video image information by the processor 11, and can quickly and accurately confirm whether the candidate has cheated, such as the candidate turning back, leaving the seat, taking the test. Such as cheating, accurate judgment, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of the interview.
  • the data collection device 10 is further configured to:
  • the processor 11 is further configured to perform, according to the second video image information, whether the candidate is taking the test for the person.
  • the network test anti-cheating device determines whether the candidate is taking the test for the second video image information obtained by the processor 11, and can quickly and accurately confirm whether the candidate has cheated in the test, thereby effectively It guarantees the fairness and impartiality of the test and effectively improves the efficiency of online interviews.
  • the processor 11 confirms whether the candidate confirms whether or not the candidate is taking the test according to the second video image information, and those skilled in the art can Specific design requirements are set, among which, more preferably, The processor 11 is set to be specifically executed:
  • the confirmation test is a non-candidate's own test.
  • the network test anti-cheating device compares the matching degree between each image information and the standard image information with a preset threshold by the processor 11, if the matching degree between each image information and the standard image information is less than By setting the threshold, it is confirmed that the test is a non-candidate's own test, which can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the judgment, thereby improving the practicability of the device.
  • the system can also have the following functions, specifically,
  • the data collection device 10 is further configured to acquire the first voice information of the candidate in real time;
  • the processor 11 is further configured to perform, according to the first voice information, whether the candidate is taking the test for the person.
  • the network testing anti-cheating device increases the data collecting device 10 to obtain the first voice information of the candidate, and uses the processor 11 to further confirm whether the candidate participates in the test according to the first voice information, because a judgment is added.
  • the factors therefore, make the judges' judgments of their own candidates more accurate and reliable, reduce the probability of misjudgment, and improve the accuracy and reliability of the device.
  • the technical solution is The specific confirmation method for the processor 11 to confirm whether the candidate is taking the test for the test according to the first voice information is not limited.
  • the processor is configured to be specifically configured to perform:
  • the confirmation test is the candidate's own test.
  • the confirmation test is a non-candidate's own test.
  • the processor 11 analyzes and judges the obtained specific timbre information. Since different people have different timbre information, it is easy and easy to judge whether the candidate is taking the test by judging the timbre information. And improve the accuracy and reliability of the judgment.
  • the preconditions for obtaining the first voice information of the candidate are not limited in the technical solution, and those skilled in the art can set according to specific design requirements.
  • the first voice information of the candidate can be obtained between the candidates to take the test, so that the identification and judgment of the identity of the candidate can be realized earlier and faster, or, more preferably, the processor 11 is set. Also used for execution:
  • the timbre information of the candidate is obtained according to the first voice information, if the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information. .
  • the processor 11 is in the right After the matching degree between each image information and the standard image information is compared with the preset threshold, if the matching degree of each picture information and the standard image information is greater than or equal to the preset threshold, it is known that the analysis process of the image information is known. Candidates take the test for themselves. At this time, there may be cases where others pretend to take the test through makeup, easy to carry or carry the photo of the candidate.
  • the timbre information of the candidate is further obtained, and the timbre information is used to further judge whether the candidate is taking the test for himself, thereby reducing the misjudgment.
  • the generation of the device improves the reliability of the device.
  • the candidate is confirmed to be cheating.
  • the processor 11 acquires the auricle shape information of the candidate through the first video image information, and analyzes and compares the auricle shape information with the standard auricle shape information, if the auricle shape information and If the standard auricle shape information does not match, the candidate's ear has a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.), thereby confirming the cheating of the candidate, thereby effectively overcoming the fact that the candidate cannot be accurately judged now.
  • a communication device such as a headset, a Bluetooth headset, a wireless headset, etc.
  • the technical solution of the present invention is not limited to the case where the processor 11 specifically determines whether the candidate has a problem of leaving the seat, and the processor 11 is preferably set. Also used for execution:
  • the disappeared time period is analyzed to confirm whether the candidate is cheating.
  • the technical solution of the present invention is not limited to the specific analysis method for the disappearing time period by the processor 11, and those skilled in the art can set according to specific design requirements.
  • the processor is set to be specifically executed:
  • the candidate is confirmed to be cheating; or,
  • the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
  • the data collection device 10 is further configured to acquire, in real time, the second voice information of the candidate when answering the question;
  • the processor 11 is further configured to perform sound decibel information for acquiring an examination environment according to the second voice information
  • the candidate is confirmed to be cheating; or,
  • the source of the sound decibel information is determined to confirm whether the candidate is cheating.
  • the environment of the tester's test is accurately judged to avoid the misjudgment or wrong of the candidate's cheating when the test is conducted in a relatively noisy environment.
  • the situation of the judgment if the test environment meets the preset criteria, but the sound decibel information is detected during the test, it is necessary to further confirm the source of the sound decibel information to further confirm whether the candidate has cheated;
  • the reference judgment factor further improves the accuracy and reliability of the judge's judgment on whether or not cheating occurs.
  • the technical solution of the present invention is not limited to the implementation process of the processor 11 for determining the source of the sound decibel information, and those skilled in the art can set according to specific design requirements.
  • the processor 11 is set to be specifically configured to execute:
  • the candidate is confirmed to be cheating.
  • the timbre information in the second voice information corresponding to the sound decibel information After acquiring the timbre information in the second voice information corresponding to the sound decibel information, if the timbre information does not match the second standard timbre information, the timbre information and the first standard timbre are The information is analyzed and compared, and if the timbre information matches the first standard timbre information, the candidate is confirmed to have a dialogue;
  • the candidate is confirmed to be cheat based on the keyword information.
  • the purpose of using the processor 11 to extract the keyword information in the conversation information to determine whether the candidate is cheating is to prevent the misjudgment or misjudgment of the candidate, such as the sound source is the normal physiological reaction of the human body such as coughing, sneezing, etc. It can be accurately judged that the candidate has not cheated at this time; if the source of the sound is a conversation about the test, the candidate can be accurately confirmed to cheating at this time; then by extracting the keyword information, the candidate can be accurately judged whether or not the cheating is improved, and the device is improved. Stable reliability for use.
  • the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating based on the keyword information, and the person skilled in the art can
  • the design requirements are set, wherein, preferably, the processor is set to be specifically executed:
  • the candidate is confirmed to be cheating.
  • the processor 11 determines whether there is any test related information matching the keyword in the dialog information, and further accurately judges whether the candidate has cheated, thereby avoiding the misjudgment or misjudgment of the candidate, and improving the device. Practicality.
  • test terminal since the test terminal is the equipment prepared by the candidates themselves, it is more common for the tester's own laptop or desktop computer, etc.
  • the test terminal has a networking function. Therefore, in order to prevent candidates from cheating through network query or network consultation, setting the setting to have the following functions, specifically:
  • the data collection device 10 is further configured to obtain online data of the answering terminal;
  • the processor 11 is further configured to:
  • the candidate is confirmed to be cheating.
  • the candidate in the process of conducting a network test by the candidate, the candidate can connect multiple display screens, and can copy the test questions to another display screen, requesting others to coordinately reply.
  • the setting may also have the following functions, specifically:
  • the data collection device 10 is further configured to obtain the quantity information of the display device connected to the answering terminal;
  • the processor 11 is further configured to:
  • the processor 11 determines the number information of the display devices connected to the answering terminal. When the number of the display devices is multiple, the interface information of each display device is obtained, and the candidate is further judged according to the interface information, thereby improving the accuracy of the judgment. Reliability, and effectively avoids the occurrence of cheating by candidates through multiple display terminals, improving the fairness and impartiality of the test.
  • the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating according to the interface information of the display device, and those skilled in the art can Specific design requirements are set, wherein, preferably, the processor is set to be specifically used for execution:
  • the candidate is confirmed to be cheating.
  • the network testing anti-cheating device obtained in this embodiment obtains the number of display devices connected to the answering terminal through the processor 11, and when the interface information of more than one display device includes test related information, the method can be fast and accurate. Confirm that the candidates have cheated, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of online interviews.
  • the embodiment provides a storage medium.
  • the storage medium stores program code.
  • the network test is performed to prevent cheating.
  • the method specifically includes:
  • the specific structure and the form of the storage medium are not limited, and those skilled in the art can set according to specific design requirements, for example, the storage medium can be set as a USB flash drive or a hard disk.
  • the storage medium can be set as a USB flash drive or a hard disk.
  • the operation process and the implementation effect of the method that can be realized at the time of running the program code stored in the storage medium are The operations and the implementations of the steps S101-S102 in the first embodiment are the same. For details, refer to the above description, and details are not described herein again.
  • the storage medium provided in this embodiment can realize the analysis and processing of the acquired first video image information by running the program code stored therein, and can quickly and accurately confirm whether the candidate has cheated, such as the candidate turning back and leaving the seat.
  • the cheating situation such as taking the test, is accurately judged, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of the interview.
  • the method further includes: before the acquiring the first video image information of the candidate in real time, the method further includes:
  • the storage medium provided in this embodiment can realize whether the candidate is taking the test for the second video image information obtained by running the program code, and can quickly and accurately confirm whether the candidate has cheated in the test, thereby effectively ensuring The fairness and impartiality of the exams have effectively improved the efficiency of online interviews.
  • the confirmation test is a non-candidate's own test.
  • the storage medium provided in this embodiment can compare the matching degree between each image information and the standard image information with a preset threshold by running the program code, if the matching degree between each image information and the standard image information is less than a preset.
  • the threshold value confirms that the test is a non-candidate's own test, which can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the judgment, thereby improving the practicality of the storage medium.
  • the method further includes: before the acquiring the first video image information of the candidate in real time, the method further includes:
  • the storage medium provided in this embodiment can increase the first voice information of the candidate by running the program code, and further confirm whether the candidate participates in the test according to the first voice information, because a factor of judgment is added, thereby making The judgment of the candidate is more accurate and reliable, which reduces the probability of misjudgment and improves the accuracy and reliability of the storage medium.
  • the program code in the storage medium when the program code in the storage medium is run, it is also possible to confirm whether the candidate is taking the test for the person according to the first voice information, which specifically includes:
  • the confirmation test is the candidate's own test.
  • the confirmation test is a non-candidate's own test.
  • the method further includes:
  • the timbre information of the candidate is obtained according to the first voice information.
  • the program code in the storage medium when the program code in the storage medium is run, it is also possible to confirm whether the candidate is cheating according to the first video image information, which specifically includes:
  • the candidate is confirmed to be cheating.
  • the running program code can obtain the auricle shape information of the candidate through the first video image information, and analyze and compare the auricle shape information with the standard auricle shape information, if the auricle shape information and the standard ear If the profile information does not match, the candidate's ear is equipped with a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.) to confirm the candidate's cheating. Furthermore, it effectively overcomes the fact that it is impossible to accurately judge whether the candidates have cheating with the outside world by means of communication devices (such as headphones, Bluetooth headsets, wireless headsets, etc.), which ensures the fairness and impartiality of the examination and further improves the efficiency of the interview. .
  • a communication device such as headphones, Bluetooth headsets, wireless headsets, etc.
  • the disappeared time period is analyzed to confirm whether the candidate is cheating.
  • the candidate is confirmed to be cheating; or,
  • the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
  • the specific analysis of the candidate's disappearing time period can be realized, and it is confirmed whether the candidate has cheated in the disappearing time period, and if the disappearing time period is long, the candidate is confirmed to be cheating. If the time period of disappearance is short, the candidate who reappears is further confirmed whether or not the person continues to take the test, thereby avoiding the situation in which the test is taken midway, improving the practicality of the storage medium, and further ensuring the fairness of the test. Fairness.
  • the candidate is confirmed to be cheating; or,
  • the source of the sound decibel information is determined to confirm whether the candidate is cheating.
  • the program code stored in the storage medium By running the program code stored in the storage medium, it is possible to judge the sound decibel information of the test environment, and accurately judge the environment in which the candidate is tested, so as to avoid whether the candidate is taking the test in a relatively noisy environment, If the test environment satisfies the preset criteria, but the test decibel information is detected during the test, the source of the sound decibel information needs to be further confirmed to further confirm Can the candidate cheating; thus improving the accuracy and reliability of the judge's judgment on whether or not cheating occurs.
  • the source of the sound decibel information may be determined, including:
  • the candidate is confirmed to be cheating.
  • timbre information does not match the second standard timbre information, analyzing and comparing the timbre information with the first standard timbre information, and if the timbre information matches the first standard timbre information, Confirm that the candidate has a conversation;
  • the candidate is confirmed to be cheat based on the keyword information.
  • the keyword information in the dialog information can be extracted to determine whether the candidate is cheating.
  • the purpose of preventing the candidate from being misjudged or misjudged is as follows: the source of the voice is the candidate coughing or sneezing. If the normal physiological response of the human body, then the candidate can be accurately judged that there is no cheating at this time; if the source of the sound is a conversation about the test, the candidate can be accurately confirmed to cheating at this time; then the keyword information can be accurately judged by extracting the keyword information. Whether the candidate cheated or not has improved the stability and reliability of the storage medium.
  • the program code stored in the storage medium when the program code stored in the storage medium is continued to be run, it may be implemented to confirm whether the candidate is cheating according to the keyword information, which specifically includes:
  • the candidate is confirmed to be cheating.
  • the candidate is confirmed to be cheating.
  • the number information of the display device connected to the answering terminal is determined.
  • the interface information of each display device is obtained, and the candidate is further judged according to the interface information. It improves the accuracy and reliability of the judgment, and effectively avoids the occurrence of cheating by the candidate through multiple display terminals, and improves the fairness and impartiality of the test.
  • the candidate is confirmed to be cheating.
  • the storage medium provided in this embodiment is configured to obtain the number of display devices connected to the answering terminal by running the program code stored in the storage medium, and when the interface information of more than one display device includes test related information, Quickly and accurately confirm that the candidates have cheated, which effectively ensures the fairness and impartiality of the test and effectively improves the efficiency of the online interview.

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Abstract

A method for preventing cheating in a network exam, comprising: S101, acquiring first video image information of an examinee in real time; S102, determining, according to the first video image information, whether the examinee is cheating. The described method for preventing cheating in a network exam can quickly and accurately determine, by means of analyzing the acquired first video image information, whether the examinee is cheating, and make an accurate cheating determination if the examinee looks back, leaves the seat, or takes the exam for someone else, thereby effectively guaranteeing the fairness and justice of the exam and effectively increasing the interview efficiency.

Description

存储介质、网络测试防作弊的方法、系统及设备Storage medium, network test, anti-cheating method, system and device 技术领域Technical field
本发明涉及网络测试防作弊技术领域，尤其涉及存储介质、网络测试防作弊的方法、系统及设备。The invention relates to the field of network test anti-cheat technology, in particular to a storage medium, a network test anti-cheating method, system and device.
背景技术Background technique
随着科学技术的不断进步，互联网的应用越来越普及，存在越来越多的公司采用网络招聘与网络测试的方式来招纳人才，这样不仅能够提高招聘和面试效率，同时节省了公司的人力、物力、财力等资源，并且还为面试者减少了因路途遥远所带来的面试不便等问题。With the continuous advancement of science and technology, the application of the Internet has become more and more popular. More and more companies are adopting online recruitment and network testing to recruit talents, which not only improves the efficiency of recruitment and interviews, but also saves the company's Human resources, material resources, financial resources and other resources, but also for the interviewer to reduce the inconvenience caused by the interview caused by the long distance.
然而，现有的网络测试包括实时网络测试和定时网络测试，在实时网络测试是考官与面试者进行实时的视频通话，并通过视频通过进行题目的测试与应答，这种方式可以有效地避免面试者存在作弊的情况，但是对考官以及面试人员的测试时间存在一致性的要求；定时网络测试对考官以及面试人员的测试时间没有较高的要求，但是由于考官不能实时获取考生的考试状态，因此，会存在一些考生作弊、考生替考的情况，进而影响考试的公平、公正性。However, the existing network test includes real-time network test and timed network test. In the real-time network test, the examiner conducts a real-time video call with the interviewer, and passes the video to test and respond to the question, which can effectively avoid the interview. There is a situation of cheating, but there is a consistency requirement for the test time of the examiner and the interviewer; the timed network test has no high requirements for the test time of the examiner and the interviewer, but since the examiner cannot obtain the test status of the candidate in real time, There will be some candidates cheating and candidates taking the test, which will affect the fairness and impartiality of the test.
发明内容Summary of the invention
针对现有技术中的上述缺陷，本发明提供一种用于解决现有技术中在网络测试过程中，会存在一些考生作弊、考生替考的情况，进而影响考试的公平、公正性的问题。In view of the above-mentioned deficiencies in the prior art, the present invention provides a problem for solving the situation in the prior art that in the network testing process, there are some candidates cheating and candidates taking the test, thereby affecting the fairness and impartiality of the test.
本发明的第一个方面是提供一种网络测试防作弊的方法，包括：A first aspect of the present invention is to provide a method for network testing against cheating, comprising:
实时获取考生的第一视频图像信息；Obtaining the first video image information of the candidate in real time;
根据所述第一视频图像信息，确认考生是否作弊。Based on the first video image information, it is confirmed whether the candidate is cheating.
本发明的第二个方面是提供一种网络测试防作弊的系统，包括： A second aspect of the present invention provides a system for network testing against cheating, comprising:
第一获取模块，用于实时获取考生的第一视频图像信息；a first acquiring module, configured to acquire first video image information of the candidate in real time;
第一处理模块，用于根据所述第一视频图像信息，确认考生是否作弊。The first processing module is configured to confirm, according to the first video image information, whether the candidate is cheating.
本发明的第三个方面是提供一种网络测试防作弊的设备，包括：数据采集装置和处理器；A third aspect of the present invention provides a network testing device for preventing cheating, comprising: a data collecting device and a processor;
所述数据采集装置，用于实时获取考生的第一视频图像信息；The data collection device is configured to acquire first video image information of the candidate in real time;
所述处理器，用于执行根据所述第一视频图像信息，确认考生是否作弊。The processor is configured to perform, according to the first video image information, whether the candidate is cheated.
本发明的第四个方面是提供一种存储介质，所述存储介质内存储有程序代码，当所述程序代码运行时，会执行网络测试防作弊的方法，该方法具体包括：A fourth aspect of the present invention provides a storage medium, in which a program code is stored, and when the program code is executed, a network test is performed to prevent cheating. The method specifically includes:
实时获取考生的第一视频图像信息；Obtaining the first video image information of the candidate in real time;
根据所述第一视频图像信息，确认考生是否作弊。Based on the first video image information, it is confirmed whether the candidate is cheating.
本发明提供的存储介质、网络测试防作弊的方法、系统及设备，通过对获取的第一视频图像信息进行分析处理，可以快速、准确的确认考生是否发生作弊，如考生发生回头、离开座位、替考等作弊情况，准确的判断出来，进而有效的保证了考试的公平、公正性，并有效提高了面试的效率。The storage medium and the network test anti-cheating method, system and device provided by the invention can quickly and accurately confirm whether the candidate has cheated by analyzing and processing the obtained first video image information, such as the candidate turning back, leaving the seat, The cheating situation such as taking the test is accurately judged, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of the interview.
附图说明DRAWINGS
图1为本发明实施例一提供的网络测试防作弊的方法的流程示意图；1 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 1 of the present invention;
图2为本发明实施例二提供的网络测试防作弊的方法的流程示意图；2 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 2 of the present invention;
图3为本发明实施例三提供的网络测试防作弊的方法的流程示意图；3 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 3 of the present invention;
图4为本发明实施例四提供的网络测试防作弊的方法的流程示意图；4 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 4 of the present invention;
图5为本发明实施例五提供的网络测试防作弊的方法的流程示意图；5 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 5 of the present invention;
图6为本发明实施例六提供的网络测试防作弊的方法的流程示意图；6 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 6 of the present invention;
图7为本发明实施例七提供的网络测试防作弊的方法的流程示意图；7 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 7 of the present invention;
图8为本发明实施例八提供的网络测试防作弊的方法的流程示意图；8 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 8 of the present invention;
图9为本发明实施例九提供的网络测试防作弊的方法的流程示意图；FIG. 9 is a schematic flowchart diagram of a method for preventing fraud in a network test according to Embodiment 9 of the present invention; FIG.
图10为本发明实施例十提供的网络测试防作弊的方法的流程示意图；10 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 10 of the present invention;
图11为本发明实施例十一提供的网络测试防作弊的方法的流程示意图；11 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 11 of the present invention;
图12为本发明实施例十二提供的网络测试防作弊的方法的流程示意图；12 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 12 of the present invention;
图13为本发明实施例一提供的网络测试防作弊的系统的结构示意图； FIG. 13 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 1 of the present invention; FIG.
图14为本发明实施例二提供的网络测试防作弊的系统的结构示意图；14 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 2 of the present invention;
图15为本发明实施例三提供的网络测试防作弊的系统的结构示意图；15 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 3 of the present invention;
图16为本发明实施例四提供的网络测试防作弊的系统的结构示意图；16 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 4 of the present invention;
图17为本发明实施例一提供的网络测试防作弊的设备的结构示意图。FIG. 17 is a schematic structural diagram of a network test anti-cheating device according to Embodiment 1 of the present invention.
附图标记：Reference mark:
1-第一获取模块；    2-第一处理模块；1-first acquisition module; 2-first processing module;
3-第二获取模块；    4-第二处理模块；3-second acquisition module; 4-second processing module;
5-提取模块；        6-第三获取模块；5- extraction module; 6-third acquisition module;
7-第三处理模块；    8-第四获取模块；7-third processing module; 8-fourth acquisition module;
9-第四处理模块；    10-数据采集装置；9-fourth processing module; 10-data collecting device;
11-处理器。11-processor.
具体实施方式detailed description
下面结合附图，对本发明的一些实施方式作详细说明。在不冲突的情况下，下述的实施例及实施例中的特征可以相互组合。Some embodiments of the present invention are described in detail below with reference to the accompanying drawings. The features of the embodiments and examples described below can be combined with each other without conflict.
实施例一 Embodiment 1
本实施例提供了一种网络测试防作弊的方法，图1为本发明实施例一提供的网络测试防作弊的方法的流程示意图，如图1所示，该网络测试防作弊的方法，包括：This embodiment provides a method for network test anti-cheating. FIG. 1 is a schematic flowchart of a network test anti-cheating method according to Embodiment 1 of the present invention. As shown in FIG. 1 , the network test anti-cheating method includes:
S101：实时获取考生的第一视频图像信息；S101: acquiring first video image information of the candidate in real time;
其中，对于实时获取第一视频图像信息的具体实现方式不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将实时获取第一视频图像信息的实现方式设置为通过考生答题终端所内置的前置摄像头，其中，此处所提到的答题终端可以为笔记本电脑、平板电脑、智能手机或者台式电脑等，只要能够携带有前置摄像头，并能够获得在考试过程中的考生的视频图像信息即可；或者，也可以将第一视频图像信息的获取方式设置为通过外置摄像装置来获取，如在考生答题终端不内置有前置摄像头或者内置的前置摄像头不清晰或者不能够使用时，考生可以将该考生答题终端电连接其他摄像装置来获取考生的第一视频图像信息；当然的，本领域技术人员还可以采 用其他的方式来获取第一视频图像信息，只要能够实时获取考生的第一视频图像信息即可，在此不再赘述。The specific implementation manner of acquiring the first video image information in real time is not limited, and those skilled in the art may set according to specific design requirements, for example, the implementation manner of acquiring the first video image information in real time may be set to pass the candidate answering terminal. The built-in front camera, wherein the answering terminal mentioned here can be a laptop, a tablet, a smart phone or a desktop computer, as long as it can carry a front camera and can obtain the candidates in the examination process. The video image information can be set; or, the acquisition mode of the first video image information can be set to be obtained by an external camera device, for example, if the candidate answering terminal does not have a built-in front camera or the built-in front camera is unclear or not When it can be used, the candidate can electrically connect the candidate answering terminal to other camera devices to obtain the first video image information of the candidate; of course, those skilled in the art can also adopt The first video image information is obtained in other manners, as long as the first video image information of the candidate can be obtained in real time, and details are not described herein again.
S102：根据所述第一视频图像信息，确认考生是否作弊。S102: Confirm whether the candidate is cheating according to the first video image information.
其中，对于根据第一视频图像信息确认考生是否作弊的具体确认方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将具体确认方法设置为依据不同的作弊方式存在不通过的判断方式，如针对考生存在替考的作弊方式，本领域技术人员可以将具体的确认方法设置为：通过第一视频图像信息提取考生的面部特征信息，并将提取到的面部特征信息与预设的标准考生信息进行分析匹配，若匹配度大于或等于预设阈值，则确认考生为本人考试，若匹配度小于预设阈值，则确认考生为非本人考试；进一步的，为了避免考生存在携带标准考生的照片来进行替考的行为，可以通过第一视频图像信息提取考生的多张连续帧的面部特征信息图片，通过多张连续帧的面部特征信息图片确认是否为真人信息，具体的可以通过判断是否眨眼，或者前后帧之间的图片是否发生变化来进行判断，若确认为真人，则可以进一步采用上述方式对第一视频图像信息是否采用其他人替考的方式来作弊进行判断；若确认为非真人，则直接确认考生作弊。The specific confirmation method for confirming whether the candidate is cheating according to the first video image information is not limited, and those skilled in the art may set according to specific design requirements, for example, the specific confirmation method may be set to fail according to different cheating methods. The manner of judging, such as the method of cheating for the test in the test, the person skilled in the art can set the specific confirmation method to: extract the facial feature information of the candidate through the first video image information, and extract the extracted facial feature information and pre- The standard candidate information is analyzed and matched. If the matching degree is greater than or equal to the preset threshold, the candidate is confirmed as the person's exam. If the matching degree is less than the preset threshold, the candidate is confirmed as the non-self test; further, in order to avoid the survival of the test. The photo of the standard candidate is used to perform the test, and the facial feature information picture of the plurality of consecutive frames of the candidate may be extracted by the first video image information, and the facial feature information picture of the plurality of consecutive frames is used to confirm whether the information is true or not. By judging whether to blink, or before and after If the picture is changed, it is judged. If it is confirmed as a real person, the above method may be further used to judge whether the first video image information is cheated by another person; if it is confirmed to be non-real, directly confirm Candidates cheat.
另外，在确认考生是否发生作弊之后，还可以根据判断的情况生成报告，该生成报告与考生答复完毕后的面试内容绑定存储，在将考生将答题情况回传至面试公司时，面试公司可以直接根据生成报告的信息直接获取考生是否发生作弊行为，对于发生作弊行为的考生，可以直接做面试成绩无效或者部分面试成绩无效的处理，进而有效地提高了面试效率；需要注意的是，在考生进行网络测试时，对于网络测试的题目存储位置不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将网络测试题目存储网络服务器或者直接传输到考生所在的答题终端处等等，只要能够考生可以根据考试题目可以直接进行网络测试题目的答复即可，在此不再赘述。In addition, after confirming whether the candidate has cheated, the report may be generated according to the judgment. The generated report is stored in association with the interview content after the candidate's reply is completed. When the candidate returns the answer to the interviewing company, the interviewing company may Directly obtain the candidate's cheating behavior according to the information generated by the report. For the cheating student who has cheated, the interview result can be directly invalid or the interview result is invalid, which effectively improves the interview efficiency. It is necessary to pay attention to the candidate. When the network test is performed, the storage location of the problem of the network test is not limited, and those skilled in the art can set according to specific design requirements, for example, the network test topic can be stored in the network server or directly transmitted to the answering terminal where the candidate is located, etc. As long as the candidate can directly answer the questions on the network test according to the test questions, it will not be repeated here.
此外，本领域技术人员还可以将确认方法设置为通过人工对第一视频图像信息的分析来判断，如在第一视频图像信息中发现考生存在长期回头、与他人进行长期对话、与外界进行电话沟通或者长期离开第一视频图像信息所显示的区域等情况，其中，对于上述考生存在的长期回头、长期对话或者长期离开的“长期”与考生进行上述动作的持续时间有关，并可以根据不同的 行为，确定不同的标准时间，如将长期离开的标准时间设置为5min，若考生进行离开动作的持续时间超过5min，则确认订长期离开；同理的，可以将回头和对话的标准时间设置为1min或3min等，若考生进行回头或者对话的持续时间超过1min或者3min，则确认为长期回头或长期对话等，或者在预定时间内回头或对话的次数超过预定范围，进而可以确认考生作弊，并可以进一步对考生的考试成绩是否无效进行判断。In addition, a person skilled in the art can also set the confirmation method to judge by manually analyzing the first video image information, such as finding that the test survives in a long-term return, long-term conversation with others, and making a call with the outside world in the first video image information. Communicate or long-term departure from the area indicated by the first video image information, wherein the long-term return, long-term dialogue, or long-term departure of the above-mentioned test is related to the duration of the above-mentioned actions by the candidate, and may be different according to different Behavior, determine different standard time, such as setting the standard time for long-term departure to 5min, if the candidate's departure action lasts longer than 5min, confirm the long-term departure; for the same reason, you can set the standard time of the return and dialogue to 1min or 3min, etc., if the candidate returns or the duration of the conversation exceeds 1min or 3min, it is confirmed as long-term return or long-term dialogue, etc., or the number of times of returning or talking within the predetermined time exceeds the predetermined range, and then the candidate can be confirmed to cheated, and It can be further judged whether the test scores of the candidates are invalid.
或者，还可以将根据第一视频图像信息确认考生是否作弊的具体确认方法设置为通过处理器进行自动处理判断，如通过第一视频图像信息实时获取考生的面部五官特征，根据所述面部五官特征确认考生是否存在离开座位、回头、低头或者抬头等动作，若第一视频图像信息中的考生面部五官特征全部消失，则确认考生离开座位，记录考生离开座位的时间，将离开的时间与预设标准时间进行对比，若离开的时间大于或等于预设标准时间，则确认考生作弊；若第一视频图像信息中的面部五官特征仅仅包括部分特征信息，则确认可能存在回头、低头或抬头的动作，记录考生发生上述动作的持续时间，并将该持续时间与预设的标准持续时间进行对比，若持续时间大于或等于标准持续时间，则确认考生作弊；当然的，本领域技术人员还可以采用其他的方式来确认考生是否作弊，只要能够实现根据第一视频图像信息确认考生是否作弊的效果即可，在此不再赘述。Alternatively, the specific confirmation method for confirming whether the candidate is cheated according to the first video image information may be set to be automatically processed by the processor, for example, by acquiring the facial features of the candidate in real time through the first video image information, according to the facial features of the face. Confirm whether the candidate has the action of leaving the seat, turning back, bowing or looking up. If the facial features of the candidate in the first video image information disappear, confirm the candidate's departure from the seat, record the time when the candidate leaves the seat, and the time and preset to leave. The standard time is compared. If the time of leaving is greater than or equal to the preset standard time, the candidate is confirmed to be cheating; if the facial features in the first video image information only include part of the feature information, it is confirmed that there may be a turning back, bowing or heading action Recording the duration of the above action of the candidate, and comparing the duration with the preset standard duration. If the duration is greater than or equal to the standard duration, the candidate is confirmed to be cheating; of course, those skilled in the art may also adopt Other ways to Whether candidates cheating, as long as can be achieved, this will not go according to the first video image information to confirm whether the candidates cheating effect.
本实施例所提供的网络测试防作弊的方法，通过对获取的第一视频图像信息进行分析处理，可以快速、准确的确认考生是否发生作弊，如考生发生回头、离开座位、替考等作弊情况，准确的判断出来，进而有效的保证了考试的公平、公正性，并有效提高了面试的效率。The network test anti-cheating method provided by this embodiment can quickly and accurately confirm whether the candidate has cheated by analyzing and processing the obtained first video image information, such as the cheating of the candidate, leaving the seat, taking the test, and the like. Accurate judgment, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of the interview.
实施例二 Embodiment 2
图2为本发明实施例二提供的网络测试防作弊的方法的流程示意图；在上述图1所示的实施例的基础上，继续参考附图2可知，为了进一步对考生是否为本人参考考试进行有效确认，在所述实时获取考生的第一视频图像信息之前，所述方法还包括：FIG. 2 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 2 of the present invention; on the basis of the embodiment shown in FIG. 1 , with continued reference to FIG. 2 , in order to further determine whether the candidate is a reference test for himself The method further includes: before the obtaining the first video image information of the candidate in real time, the method further includes:
S001：实时获取考生的第二视频图像信息；S001: acquiring second video image information of the candidate in real time;
其中，对于具体的获取考生的第二视频图像信息的获取方式不做限定， 本领域技术人员可以采取与第一视频图像信息相同的方式来获取第二视频图像信息，或者还可以将第二视频图像信息设置为通过另一个摄像头或者摄像装置来获取，而由于第二视频图像信息时用于对考生是否为本人参加考生进行判断，因此，可以将第二视频图像信息的分辨率设置为高于第一视频图像信息的分辨率，这样对考生判断是否为本人考生更加准确、可靠，防止误判情况的产生。The method for obtaining the second video image information of the candidate is not limited. A person skilled in the art may take the second video image information in the same manner as the first video image information, or may also set the second video image information to be acquired by another camera or camera, and because the second video image The information is used to judge whether the candidate participates in the candidate himself or herself. Therefore, the resolution of the second video image information can be set higher than the resolution of the first video image information, so that the candidate can determine whether the candidate is more accurate, Reliable to prevent misjudgment.
具体的，若第一视频图像信息和第二视频图像信息的获取装置为同一装置，那么可以将该摄像装置在获取第一视频图像信息时设置为第一分辨率，在获取第二视频图像信息时为第二分辨率，其中，第二分辨率高于第一分辨率；一般情况下，第二视频图像信息的获取会在考生进行正式考试之间进行采集，也就是说在使用同一摄像装置进行摄像时，在考试进行之前，摄像装置的分辨率为第二分辨率，在考生进行过程中，摄像装置的分辨率自动切换为第一分辨率，以可以尽早对考生的信息进行分析确认。Specifically, if the acquiring device of the first video image information and the second video image information is the same device, the camera device may be set to the first resolution when acquiring the first video image information, and acquire the second video image information. The second resolution is higher, wherein the second resolution is higher than the first resolution; in general, the acquisition of the second video image information is collected between the candidates for the official examination, that is, the same camera device is used. When the camera is being photographed, the resolution of the camera device is the second resolution before the test is performed. During the course of the test, the resolution of the camera device is automatically switched to the first resolution, so that the information of the candidate can be analyzed and confirmed as early as possible.
或者，若第一视频图像信息和第二视频图像信息的获取装置为不同装置，则可以设置为第一摄像装置用于获取第一视频图像信息，第二摄像装置用于获取第二视频图像信息，在考生进行考试之前，第二摄像装置以第二分辨率开启以获取第二视频图像信息，在考生即将要进行考试并且第二摄像装置关闭之前，第一摄像装置以第一分辨率开启以获取第一视频图像信息，若确认第一摄像装置完全开启，则可以控制第二摄像装置关闭，以降低考生终端的处理进程，保证考生能够稳定地进行考试；当然的，本领域技术人员还可以采用其他方式来获取第二视频图像信息，只要能够稳定地实现上述操作过程即可，在此不再赘述。Alternatively, if the acquiring means of the first video image information and the second video image information are different devices, the first imaging device may be configured to acquire the first video image information, and the second imaging device may be configured to acquire the second video image information. Before the candidate takes the test, the second camera is turned on at the second resolution to obtain the second video image information, and the first camera is turned on at the first resolution before the candidate is about to take the test and the second camera is turned off. Obtaining the first video image information, if it is confirmed that the first camera device is fully turned on, the second camera device can be controlled to be turned off, so as to reduce the processing progress of the candidate terminal, and ensure that the candidate can perform the test stably; of course, those skilled in the art can also The second video image information is obtained by using other methods, as long as the above operation process can be stably implemented, and details are not described herein again.
S002：根据所述第二视频图像信息确认考生是否为本人参加考试。S002: Confirm, according to the second video image information, whether the candidate is taking the test for himself.
其中，对于具体根据第二视频图像信息确认考生是否为本人参加考试的确认方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将确认方法设置为通过人工对第二视频图像信息进行分析判断，确认考生是否为本人参加考试；或者还可以将确认方法设置为通过第二视频图像信息获取考生的图像信息，将该图像信息与考生提供的标准图像进行分析匹配，若匹配度大于或等于预设阈值，则确认考生为本人参加考试；若匹配度小于预设阈值，则确认考试为非本人参加考试；当然的，本领域技术人员还可以 采用其他的方式来根据第二视频图像信息确认考生是否为本人参加考试，只要能够实现上述功能效果即可，在此不再赘述。The method for confirming whether the candidate is the person to take the test according to the second video image information is not limited, and those skilled in the art may set according to specific design requirements, for example, the confirmation method may be set to manually use the second video. The image information is analyzed and judged to confirm whether the candidate is taking the test for himself; or the confirmation method may be set to obtain the image information of the candidate through the second video image information, and the image information is analyzed and matched with the standard image provided by the candidate, if the matching If the degree is greater than or equal to the preset threshold, the candidate is confirmed to take the test for the person; if the matching degree is less than the preset threshold, the test is confirmed to be not the person taking the test; of course, the person skilled in the art can also According to the second video image information, it is determined that the candidate is taking the test for the person according to the second video image information, as long as the above-mentioned functional effects can be achieved, and details are not described herein again.
本实施例所提供的网络测试防作弊的方法，通过对获取的第二视频图像信息确认考生是否为本人参加考试，可以快速、准确的确认考生是否发生替考作弊的行为，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。The method for preventing cheating in the network test provided by the embodiment can confirm whether the candidate takes the cheating behavior by quickly confirming whether the candidate is taking the test for himself or not by checking the obtained second video image information, thereby effectively ensuring the behavior of the candidate. The fairness and impartiality of the exams have effectively improved the efficiency of online interviews.
实施例三 Embodiment 3
图3为本发明实施例三提供的网络测试防作弊的方法的流程示意图；在上述图2所示的实施例的基础上，继续参考附图3可知，对于根据所述第二视频图像信息确认考生是否为本人参加考试的确认方式不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，可以将根据所述第二视频图像信息确认考生是否为本人参加考试，设置为具体包括：3 is a schematic flowchart of a network test anti-cheat method according to Embodiment 3 of the present invention; on the basis of the foregoing embodiment shown in FIG. 2, referring to FIG. 3, it is confirmed that the second video image information is confirmed. The method for confirming whether or not the candidate is taking the test is not limited, and those skilled in the art can set according to specific design requirements. Preferably, the second video image information is used to confirm whether the candidate is taking the test for himself or not. Set to include:
S0021：根据所述第二视频图像信息获取多张连续帧的图像信息；S0021: Acquire image information of multiple consecutive frames according to the second video image information;
其中，对于获取连续帧的图像信息的具体数目不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以设置为获取5张、10张、15张、20张等数量的连续帧的图像信息，当获取的图像信息的数量越多，则人工需要判断或者处理器需要处理的数据越大，并且判断结果会更加准确；因此，本领域技术人员可以根据考试的难度、考试的重要程度来进行设置，在此不再赘述。The specific number of image information for obtaining consecutive frames is not limited, and those skilled in the art can set according to specific design requirements, for example, it can be set to obtain consecutive frames of 5, 10, 15 and 20 frames. The image information, when the number of acquired image information is larger, the labor needs to judge or the larger the data that the processor needs to process, and the judgment result is more accurate; therefore, the person skilled in the art can according to the difficulty of the test and the importance of the test. The degree is set and will not be described here.
此外，对于具体的根据第二视频图像信息获取连续帧的图像信息的获取方式不做限定，如可以将获取方式设置为按照具体的时间点或者数据流通过第二视频图像信息获取多张连续帧的图像信息等；当然的，本领域技术人员可以采用其他方式或者现有技术来实现上述过程，只要能够获得多张连续帧的图像信息即可，在此不再赘述。In addition, the manner of acquiring the image information of the continuous frame according to the second video image information is not limited, for example, the acquisition mode may be set to acquire multiple consecutive frames by using the second video image information according to a specific time point or data stream. The image information and the like are of course; those skilled in the art can implement the above process by using other methods or the prior art, as long as the image information of multiple consecutive frames can be obtained, and details are not described herein again.
S0022：将每张图像信息与标准图像信息的匹配度与预设阈值进行比较；S0022: comparing the matching degree of each image information with the standard image information with a preset threshold;
其中，标准图像信息为考生在进行网络测试之前提供给面试公司，以供面试公司了解考生的基本信息；需要注意的是，为了提高判断的准确可靠性，考生提供的标准图像信息最好为考生的近期照片，以免出现判断错误的情况；此外，对于预设阈值的具体范围不做限定，本领域技术人员可以根据具体的 设计需求进行设置，如可以将预设阈值设置为85％、90％、95％等等；另外，其中对于每张图像信息与标准图像信息的匹配度是通过将每张图像信息与标准图像信息进行分析匹配获得的，而对于具体的分析匹配的方式不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够获得每张图像信息与标准图像信息的匹配度即可，在此不再赘述。Among them, the standard image information is provided to the interview company before the network test, so that the interview company can understand the basic information of the candidate; it should be noted that in order to improve the accuracy and accuracy of the judgment, the standard image information provided by the candidate is preferably the candidate. The recent photos are taken in order to avoid the occurrence of a judgment error; in addition, the specific range of the preset threshold is not limited, and those skilled in the art can The design requirements are set, for example, the preset threshold can be set to 85%, 90%, 95%, etc.; in addition, the matching degree of each image information with the standard image information is obtained by using each image information and standard image information. The analysis is matched and obtained, and the manner of the specific analysis matching is not limited, and those skilled in the art can set according to specific design requirements, as long as the matching degree of each image information with the standard image information can be obtained. No longer.
S0023：若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。S0023: If the matching degree between each image information and the standard image information is less than a preset threshold, the confirmation test is a non-candidate's own test.
其中，若每张图像信息与标准图像信息的匹配度均小于预设阈值，则说明参加考试的考生的图像信息与考生提供的标准图像信息中的人物并非同一个人，进而则可以确认考试为非考生本人考试的情况；在此，排除考生提供的标准图像所在时期与考生现在属于不同时期的情况，如考生提供了一张十年前或者五年前的一张照片作为标准图像，而现在的考生无论在发型还是长相上均发生了变化，这时，系统很容易发生误判，因此，为了避免上述情况的产生，较为优选的，需要考生所提供的标准图像信息为考生的近期照片。Wherein, if the matching degree between each image information and the standard image information is less than a preset threshold, it means that the image information of the candidate who takes the test is not the same person as the person in the standard image information provided by the candidate, and then the test is confirmed to be non-identified. The circumstances of the candidate's own examination; here, the period in which the standard image provided by the candidate is excluded and the candidate's current period are different, such as the candidate providing a photo ten years ago or five years ago as a standard image, and now Candidates change in both hair style and appearance. At this time, the system is prone to misjudgment. Therefore, in order to avoid the above situation, it is preferable to require the standard image information provided by the candidate as a recent photo of the candidate.
本实施例所提供的网络测试防作弊的方法，通过将每张图像信息与标准图像信息的匹配度与预设阈值进行比较，若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试，可以快速、准确的确认考生是否发生替考作弊的行为，保准了判断的速度和准确率，进而提高了该方法的实用性。The network test anti-cheating method provided in this embodiment compares the matching degree between each image information and the standard image information with a preset threshold, if the matching degree of each image information and the standard image information is less than a preset threshold. , to confirm that the test is a non-candidate's own test, can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the judgment, thereby improving the practicality of the method.
实施例四 Embodiment 4
图4为本发明实施例四提供的网络测试防作弊的方法的流程示意图；在上述实施例的基础上，继续参考附图4可知，为了进一步判断考生在考试过程中是否发生作弊，在所述实时获取考生的第一视频图像信息之前，将该方法设置为还包括：FIG. 4 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 4 of the present invention; on the basis of the foregoing embodiment, with reference to FIG. 4, in order to further determine whether a candidate has cheated during the examination, Before acquiring the first video image information of the candidate in real time, setting the method to further include:
S0024：实时获取考生的第一语音信息；S0024: obtaining the first voice information of the candidate in real time;
其中，对于第一语音信息的获取方式不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将第一语音信息的获取方式设置为通过考试终端所内置的语音装置来获取，如通过内置的麦克来获取第一语音信息；若考试终端没有内置麦克或者内置麦克由于某种情况不能进行使用时，则可 以通过外置的语音装置来获取第一语音信息，如外部接入考试终端的可用于语音通话的耳麦或麦克等；当然的，本领域技术人员还可以采用其他的方式来获取考生的第一语音信息，只要能够实现上述功能效果即可，在此不再赘述。The method for acquiring the first voice information is not limited, and a person skilled in the art may set according to specific design requirements, for example, the method for acquiring the first voice information may be set to be obtained by using a voice device built in the test terminal. For example, the first voice information is obtained through the built-in microphone; if the test terminal does not have a built-in microphone or the built-in microphone cannot be used in some cases, The first voice information is obtained by using an external voice device, such as a headset or a microphone that can be used for voice calls by an external access test terminal; of course, those skilled in the art can also use other methods to obtain the first candidate. As long as the voice information can achieve the above functions, it will not be described here.
S0025：根据所述第一语音信息确认考生是否为本人参加考试。S0025: Confirm whether the candidate is taking the test for himself according to the first voice information.
其中，对于根据第一语音信息确认是否为本人参加考试的具体确认方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将确认方法设置为通过第一语音信息获取频谱信息，将获取的频谱信息与预设的标准频谱信息进行分析对比，若匹配度大于或等于预设阈值，则确认本人参加考试；若匹配度小于预设阈值，则确认非本人参加考试；或者，还可以将确认方法设置为通过第一语音信息获取音色信息，将获取的音色信息与预设的标准音色信息进行分析匹配，若完全匹配，则确认为本人参加考试，若不匹配，则确认为非本人参加考试；当然的，本领域技术人员还可以采用其他的确认方式来进行确认考生的是否为本人参加考试，只要能够稳定地对考生进行分析判断即可，在此不再赘述。The specific confirmation method for confirming whether or not to take the test for the person according to the first voice information is not limited, and those skilled in the art may set according to specific design requirements, for example, the confirmation method may be set to obtain spectrum information by using the first voice information. And analyzing and comparing the acquired spectrum information with the preset standard spectrum information, if the matching degree is greater than or equal to the preset threshold, confirming that the person participates in the test; if the matching degree is less than the preset threshold, confirming that the person is not taking the test; or The confirmation method may also be configured to obtain the timbre information by using the first voice information, and analyze and match the obtained timbre information with the preset standard timbre information. If it is completely matched, it is confirmed that the person participates in the test, and if not, the confirmation is Non-personal participation in the test; of course, the person skilled in the art can also use other confirmation methods to confirm whether the candidate is taking the test for himself, as long as the candidate can be analyzed and judged stably, and will not be described here.
本实施例所提供的网络测试防作弊的方法，增加获取考生的第一语音信息，并根据第一语音信息进一步确认考生是否为本人参加考试，由于增加了一个判断的因素，因此，使得对考生是否本人考生的判断更加准确、可靠，降低了误判断的概率，提高了该方法使用的准确可靠性。The network test anti-cheating method provided in this embodiment increases the first voice information of the candidate, and further confirms whether the candidate participates in the test according to the first voice information, because the factor of judgment is added, thereby making the candidate Whether the judgment of the candidate is more accurate and reliable, reduces the probability of misjudgment, and improves the accuracy and reliability of the method.
实施例五 Embodiment 5
在上述实施例的基础上，继续参考附图4可知，本技术方案对于根据第一语音信息确认考生是否为本人参加考试的具体确认方法不做限定，其中，较为优选的，将根据所述第一语音信息确认考生是否为本人参加考试，设置为具体包括：On the basis of the above-mentioned embodiments, with reference to FIG. 4, the technical solution of the present invention is not limited to the specific confirmation method for confirming whether or not the candidate is taking the test according to the first voice information, and more preferably, according to the above description A voice message confirms whether the candidate is taking the test for himself or herself, and the settings include:
S0026：根据所述第一语音信息获取考生的音色信息；S0026: Acquire timbre information of the candidate according to the first voice information;
其中，对于根据第一语音信息获取考生的音色信息的具体获取方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将第一语音信息中的所有声音进行提取分类，对提取分类后的所有声音进行分析，确定所存在的考生的说话声音，通过该考生的说话声音，获得考生的音色信息； 由于音色是指声音的感觉特性，不同的人声和不同的声响都能区分为不同的音色；因此，通过对音色信息的分析处理，可以更加准确可靠的对考生是否为本人进行有效判断。The specific acquisition method for acquiring the timbre information of the candidate according to the first voice information is not limited, and those skilled in the art may set according to specific design requirements, for example, all voices in the first voice information may be extracted and classified, Extract all the sounds after classification to analyze, determine the voice of the candidate, and obtain the tone information of the candidate through the voice of the candidate; Since the timbre refers to the sensational characteristics of the sound, different vocals and different sounds can be distinguished into different timbres; therefore, by analyzing and processing the timbre information, it is possible to more accurately and reliably determine whether the candidate is a self-determination.
S0027：将音色信息与预设的第一标准音色信息进行分析匹配；S0027: analyzing and matching the timbre information with the preset first standard timbre information;
其中，第一标准音色信息为考生预先提供的自己的音色信息，以供公司根据该第一标准音色信息判断正在考试的考生的音色信息是否为考生本人所发出的；另外，对于将音色信息与第一标准音色信息机械能分析匹配的具体过程不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将音色信息转换为频谱图形式，然后对比音色信息的频谱图与第一标准音色信息所对应的标准频谱图进行分析对比的方式；或者，还可以将考生的音色信息转换为声音震动数据，对比该声音震动数据与第一标准音色信息所对应的声音震动数据进行分析对比的形式等；当然的，本领域技术人员还可以采用其他的方式来对音色信息进行分析处理，只要能够实现上述功能效果即可，在此不再赘述。The first standard timbre information is the timbre information provided by the candidate in advance, for the company to determine, according to the first standard timbre information, whether the timbre information of the candidate being tested is issued by the candidate himself; and, for the timbre information and The specific process of the first standard timbre information mechanical energy analysis matching is not limited, and those skilled in the art can set according to specific design requirements, such as converting the timbre information into a spectrogram form, and then comparing the spectrogram information of the timbre information with the first standard. The standard spectrogram corresponding to the timbre information is analyzed and compared; or the timbre information of the candidate can be converted into sound vibration data, and the sound vibration data corresponding to the first standard timbre information is compared and analyzed. Forms and the like; of course, those skilled in the art can also use other methods to analyze and process the timbre information, as long as the above-mentioned functional effects can be achieved, and details are not described herein again.
S0028：若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，S0028: if the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
其中，上述所说的音色信息与第一标准音色信息相匹配的含义可以是指音色信息与第一标准音色信息完全匹配情况，或者音色信息与第一标准音色信息的匹配度大于或等于预设阈值的情况；具体的分析处理方式与具体对比的方法有关，在此不再赘述；在音色信息与第一标准音色信息相匹配时，则说明参加考试的考生为本人考试。The meaning of the above-mentioned timbre information matching the first standard timbre information may be that the timbre information completely matches the first standard timbre information, or the matching degree of the timbre information with the first standard timbre information is greater than or equal to the preset. The case of the threshold; the specific analysis and processing method is related to the specific comparison method, and will not be described here; when the tone information matches the first standard tone information, the candidate taking the test is the one for the test.
S0029：若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。S0029: If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
在音色信息与第一标准音色信息不匹配时，则说明参加考试的考生为非本人考试；其中，具体的不匹配的形式可以包括：参加考试的考生的音色信息与第一标准音色信息完全不匹配或者音色信息与第一标准音色信息的匹配度小于预设阈值，而具体的不匹配的情况与具体设计时对音色信息进行分析处理的策略有关。When the tone information does not match the first standard tone information, the candidate who takes the test is a non-self test; wherein the specific mismatch form may include: the tone information of the candidate taking the test and the first standard tone information are not at all The matching degree of the matching or timbre information and the first standard timbre information is less than a preset threshold, and the specific mismatching situation is related to a strategy for analyzing and processing the timbre information in a specific design.
通过对获取的具体的音色信息进行分析判断，由于不同的人具有不同的音色信息，因此，通过对音色信息的判断，可以很轻松、容易地对考生是否 为本人参加考试进行判断，并且提高了判断的准确可靠性。By analyzing and judging the specific timbre information obtained, since different people have different timbre information, it is easy and easy for the candidates to judge whether the timbre information is judged easily or easily. I judged myself to take the test and improved the accuracy and reliability of the judgment.
实施例六 Embodiment 6
在上述附图3所示的实施例的基础上，继续参考附图3可知，本技术方案中对于获取考生的第一语音信息的前提条件不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以设置为在考生进行考试之间就获取考生的第一语音信息，以可以更早更快地实现对考生进行身份的识别、判断，或者，较为优选的，可以在所述根据所述第一语音信息获取考生的音色信息之前，设置为还包括：On the basis of the embodiment shown in FIG. 3 above, with reference to FIG. 3, the preconditions for obtaining the first voice information of the candidate are not limited in the technical solution, and those skilled in the art can according to specific design requirements. Setting, for example, can be set to obtain the first voice information of the candidate between the candidates to take the test, so that the identification and judgment of the candidate can be realized earlier and faster, or, more preferably, the basis can be Before the first voice information acquires the tone information of the candidate, the setting includes:
S0024：若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。S0024: If the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information.
通过上述获取考生的第一语音信息的前提，有效地将通过第一语音信息进行分析判断与通过图像信息进行分析判断进行了结合，进而提高了判断的准确性；具体的，在对每张图像信息与标准图像信息的匹配度与预设阈值进行比较之后，若每张图片信息与标准图像信息的匹配度均大于或等于预设阈值，则说明，通过图像信息的分析处理过程可知，考生为本人参加考试，这时，有可能会存在他人通过化妆、易容或者携带考生照片来冒充考生进行考试的情况，这时，由于光线、或者获取图像信息的清晰程度等原因，对出现的上述替考情况产生误判断，因此，为了防止对上述情况的误判断，进一步获取考生的音色信息，以再次通过音色信息对考生是否为本人参加考试进行进一步判断，减少了误判情况的产生，进而提高了该方法使用的稳定可靠性。Through the above premise of obtaining the first voice information of the candidate, the analysis and judgment by the first voice information and the analysis and judgment by the image information are effectively combined, thereby improving the accuracy of the judgment; specifically, for each image After the matching degree between the information and the standard image information is compared with the preset threshold, if the matching degree of each picture information and the standard image information is greater than or equal to the preset threshold, it is known that the analysis process of the image information indicates that the candidate is I take the test. At this time, there may be cases where others pretend to take the test through makeup, easy to carry or carry the photo of the candidate. At this time, due to the light, or the clarity of the image information, etc. In order to prevent misjudgment of the above situation, in order to prevent misjudgment of the above situation, the timbre information of the candidate is further obtained, and the timbre information is used to further judge whether the candidate takes the test for himself, thereby reducing the occurrence of false positives and thus improving The stable reliability used by this method.
实施例七Example 7
图5为本发明实施例五提供的网络测试防作弊的方法的流程示意图；在上述实施例的基础上，继续参考附图5可知，随着科学技术的不断发展和进步，现在的作弊手段越来越多，如在考生考试过程中通过与外部进行通信来实现作弊的情况屡见不鲜，并且，随着科学技术的进步，通讯装置也越来越精巧，越来越隐蔽；如考生携带蓝牙耳机、无线耳机与外部进行通讯；因此，为了避免考生采用上述情况进行作弊，将所述根据所述第一视频图像信息，确认考生是否作弊，设置为具体包括： FIG. 5 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 5 of the present invention; on the basis of the foregoing embodiment, with continued reference to FIG. 5, with the continuous development and progress of science and technology, the current cheating means The more you come, the more common it is to achieve cheating by communicating with the outside during the exams, and with the advancement of science and technology, communication devices are becoming more sophisticated and more concealed; for example, candidates carry Bluetooth headsets, The wireless headset communicates with the outside; therefore, in order to prevent the candidate from cheating in the above situation, the checking whether the candidate is cheated according to the first video image information is set to specifically include:
S1011：通过所述第一视频图像信息获取考生的耳廓形状信息；S1011: Acquire acupuncture shape information of the candidate by using the first video image information;
其中，对于获取考生的耳廓形状信息的具体获取方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，并且为了可以更加清楚的获取考生的耳廓形状信息，可以要求采用多个位于不同方向的摄像装置进行摄像；或者在确认了第一视频图像信息中的考生的五官信息后，直接定位耳朵的位置，并根据确定的耳朵的位置获取考生的耳廓形状信息；当然的，本领域技术人员还可以采用其他的方式来获取考生的耳廓形状信息，只要能够获得上述耳廓形状信息即可，在此不再赘述。The specific acquisition method for obtaining the auricle shape information of the candidate is not limited, and those skilled in the art can set according to specific design requirements, and in order to obtain the auricle shape information of the candidate more clearly, multiple multiple requirements may be required. The camera device in different directions performs imaging; or after confirming the facial features of the candidate in the first video image information, directly locates the position of the ear, and obtains the auricle shape information of the candidate according to the determined position of the ear; of course, A person skilled in the art may also use other methods to obtain the auricle shape information of the candidate, as long as the auricle shape information can be obtained, and details are not described herein again.
S1012：判断耳廓形状信息与预设的标准耳廓形状是否匹配；S1012: determining whether the auricle shape information matches a preset standard auricle shape;
其中，对于设置的标准耳廓形状不做具体限定，如第一种：将标准耳廓形状可以设置为为面试公司通过考生预先提供的考生标准照片中提取获得，其为耳部不带有任何装置或饰品的耳廓形状；第二种，可以面试公司可以让考生提供多张不同类型的照片，并通过照片提取多张不同类型的标准耳廓形状，如带有饰品的标准耳廓形状和不带有饰品的标准耳廓形状等；其中，对于第一种情况而言：在考试过程中，会要求考生禁止携带任何耳部饰品，以避免出现误判的情况；而对于第二种情况而言，则可以要求考生在考试过程中，携带饰品，具体的上述两种处理过程不同，因此，本领域技术人员可以根据具体的设计需求进行设置，在此不再赘述。Wherein, the standard auricle shape is not specifically limited, as the first one: the standard auricle shape can be set to be obtained by the interview company through the candidate's pre-provided standard photo taken by the candidate, which has no ear The shape of the auricle of the device or accessory; second, the interviewing company can allow the candidate to provide multiple different types of photos and extract multiple different types of standard auricle shapes from the photo, such as a standard auricle shape with ornaments and Standard auricle shape without jewelry; etc.; in the first case: during the examination, candidates are required to refrain from carrying any ear accessories to avoid misjudgment; In this case, the candidate can be required to carry the jewelry during the examination, and the specific two processes are different. Therefore, those skilled in the art can set according to specific design requirements, and details are not described herein.
S1013：若所述耳廓形状信息与预设的标准耳廓形状信息相匹配，则确认考生没有作弊。S1013: If the auricle shape information matches the preset standard auricle shape information, it is confirmed that the candidate has not cheated.
其中，对于耳廓形状信息与标准耳廓形状信息相匹配的含义可以为：耳廓形状信息与标准耳廓形状信息完全匹配；或者，耳廓形状信息与标准耳廓形状信息的匹配度大于或等于预设阈值等；具体的，本领域技术人员可以根据具体的设计需求进行设置，其中，若标准耳廓形状为上述的第一种情况时，即此时只存在一种标准耳廓形状信息，则可以直接采用上述处理过程进行分析处理；若标准耳廓形状为上述的第二种情况时，即此时存在有多种标准耳廓形状信息，则需要将耳廓形状信息依次与多个标准耳廓形状信息进行一一对比，若耳廓形状信息与其中至少一个标准耳廓形状信息相匹配，则就可以确认考生没有作弊。Wherein, the meaning of the auricle shape information matching the standard auricle shape information may be: the auricle shape information completely matches the standard auricle shape information; or the auricle shape information matches the standard auricle shape information is greater than or It is equal to the preset threshold value, etc.; specifically, those skilled in the art can set according to specific design requirements, wherein if the standard auricle shape is the first case described above, then only one standard auricle shape information exists at this time. , the above process can be directly used for analysis and processing; if the standard auricle shape is the second case described above, that is, there are multiple standard auricle shape information at this time, the auricle shape information needs to be sequentially and multiple The standard auricle shape information is compared one by one, and if the auricle shape information matches at least one of the standard auricle shape information, it can be confirmed that the candidate has not cheated.
S1014：若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认 考生作弊。S1014: If the auricle shape information does not match the preset standard auricle shape information, confirm Candidates cheat.
其中，对于耳廓形状信息与标准耳廓形状信息相匹配的含义可以为：耳廓形状信息与标准耳廓形状信息完全不匹配；或者，耳廓形状信息与标准耳廓形状信息的匹配度小于预设阈值等；其中，若标准耳廓形状为上述的第一种情况时，即此时只存在一种标准耳廓形状信息，则可以直接采用上述处理过程进行分析处理；若标准耳廓形状为上述的第二种情况时，即此时存在有多种标准耳廓形状信息，则需要将耳廓形状信息依次与多个标准耳廓形状信息进行一一对比，若耳廓形状信息与每个标准耳廓形状信息均不匹配，则就可以确认考生作弊。Wherein, the meaning of the auricle shape information matching the standard auricle shape information may be: the auricle shape information completely does not match the standard auricle shape information; or the auricle shape information matches the standard auricle shape information is less than a preset threshold value or the like; wherein, if the standard auricle shape is the first case described above, that is, only one standard auricle shape information exists at this time, the above process may be directly used for analysis; if the standard auricle shape In the second case described above, that is, there are a plurality of standard auricle shape information at this time, it is necessary to sequentially compare the auricle shape information with a plurality of standard auricle shape information, if the auricle shape information and each If the standard auricle shape information does not match, the candidate can be confirmed to cheat.
本实施例提供的网络测试防作弊的方法，通过第一视频图像信息获取考生的耳廓形状信息，将耳廓形状信息与标准耳廓形状信息进行分析对比，若耳廓形状信息与标准耳廓形状信息不匹配，则说明考生的耳部带有通讯装置(如耳机、蓝牙耳机、无线耳机等)等异物，进而确认考生作弊，进而有效的克服了现在不能够准确判断考生是否存在借助通讯装置(如耳机、蓝牙耳机、无线耳机等)与外界进行通讯的作弊现象，保证了考试的公平、公正性，进一步提高了面试的效率。The network test anti-cheating method provided by the embodiment provides the auricle shape information of the candidate through the first video image information, and analyzes and compares the auricle shape information with the standard auricle shape information, if the auricle shape information and the standard auricle If the shape information does not match, the candidate's ear has a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.), thereby confirming the cheating of the candidate, thereby effectively overcoming the fact that the candidate cannot accurately determine whether the communication device exists by means of the communication device. (such as headphones, Bluetooth headsets, wireless headsets, etc.) cheating with the outside world to ensure the fairness and impartiality of the exam, and further improve the efficiency of the interview.
实施例八Example eight
图6为本发明实施例六提供的网络测试防作弊的方法的流程示意图；在上述实施例的基础上，继续参考附图6可知，本技术方案对于具体判断考生是否存在离开座位而发生作弊的情况不做限定，其中，较为优选的，将所述根据所述第一视频图像信息，确认考生是否作弊，设置为还包括：FIG. 6 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 6 of the present invention. On the basis of the foregoing embodiment, referring to FIG. 6 , the technical solution can be used to specifically determine whether a candidate has a seat leaving a cheating. The situation is not limited. In the above, it is preferable that the checking whether the candidate is cheated according to the first video image information is set to further include:
S201：对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；S201: performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
其中，对于图像识别的具体实现方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将第一视频图像信息中出现的所有人物信息进行识别，待对所述人物信息进行识别后，在所有人物信息中识别最大的人物信息作为考生的人物图像信息；通过对该人物图像信息分析识别，若该人物图像信息消失，则说明考生消失在第一视频图像信息中，在确认人物图像信息消失的同时，记录消失的起始时间，直到再次检测到该人物图像出 现在第一视频图像信息中为止，记录消失的结束时间，通过该起始时间与结束时间的范围确定人物图像消失的消失时间段；当然的，本领域技术人员还可以采用其他的方式来获取消失时间段，只要能够准确地获得上述消失时间段参数即可，在此不再赘述。The specific implementation method of the image recognition is not limited, and those skilled in the art can set according to specific design requirements, for example, all the person information appearing in the first video image information can be identified, and the character information is to be performed. After the identification, the largest person information is recognized as the character image information of the candidate in all the character information; by analyzing and recognizing the image information of the person, if the image information of the person disappears, the candidate disappears in the first video image information, and the confirmation is confirmed. When the character image information disappears, the start time of the disappearance is recorded until the character image is detected again. Now, in the first video image information, the end time of the disappearance is recorded, and the disappearance period of the disappearance of the person image is determined by the range of the start time and the end time; of course, those skilled in the art can also use other methods to obtain the disappearance period. The time period, as long as the above-mentioned disappearing time period parameter can be accurately obtained, will not be described here.
S202：对所述消失时间段进行分析，确认考生是否作弊。S202: Analyze the disappearing time period to confirm whether the candidate is cheating.
其中，对于具体对消失时间段的分析过程不做限定，本领域技术人员可以根据具体的设计需求进行设置，在此不再赘述；通过对消失时间段进行具体分析，判断考生消失在第一视频图像信息中的时间，若该时间较长，则说明考生存在作弊的嫌疑较大，此时确认考生作弊；若该时间较短，则说明考生可能存在一些需要及时处理的意外情况，并且在该时间段内不足以出现作弊的可能，因此确认考生没有作弊；若考生的物品掉落需要捡起等等情况；通过对该消失时间段的综合判断，可以进一步对考生是否发生离开座位进行作弊的行为进行判断，增加了该方法判断的因素条件，进而提高了判断的准确率，同时也提高了该方法的实用性和适用范围，进一步保证了考生考试的公平、公正性。The specific analysis of the disappearing time period is not limited, and those skilled in the art can set according to specific design requirements, and will not be described here; the specific analysis of the disappearing time period determines that the candidate disappears in the first video. The time in the image information, if the time is longer, indicates that the test is too suspicion of cheating. At this time, the candidate is confirmed to be cheating; if the time is short, the candidate may have some unexpected situations that need to be dealt with in time, and The time period is not enough to cause cheating, so it is confirmed that the candidate has not cheated; if the candidate's item falls, it needs to be picked up, etc.; through the comprehensive judgment of the disappearing time period, the candidate can be further cheated if he or she leaves the seat. The behavior judgment makes the factor condition of the method judgment, which improves the accuracy of the judgment, and also improves the practicability and application scope of the method, further ensuring the fairness and impartiality of the test.
实施例九Example nine
图7为本发明实施例七提供的网络测试防作弊的方法的流程示意图，在上述实施例八的基础上，继续参考附图7可知，本技术方案对于消失时间段的具体分析方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，可以将对所述消失时间段进行分析，确认考生是否作弊，设置为具体包括：FIG. 7 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 7 of the present invention. On the basis of the foregoing Embodiment 8 and continuing to refer to FIG. 7, the technical solution of the present invention is not limited to a specific analysis method for a lost time period. A person skilled in the art can set according to a specific design requirement. Preferably, the disappearing time period can be analyzed to confirm whether the candidate is cheating, and the setting specifically includes:
S2021：将消失时间段与预设时间段进行比较；S2021: comparing the disappearing time period with the preset time period;
其中，预设时间段为预先设置的标准时长，本领域技术人员可以根据考生可能会发生的不同动作所需要的市场来设置不同的预设时间段，如将预设时间段设置为30s、1min、3min或者5min等等。The preset time period is a preset standard duration, and a person skilled in the art can set different preset time periods according to the market required by different actions that the candidate may occur, such as setting the preset time period to 30s, 1 min. , 3min or 5min and so on.
S2022：若所述消失时间段大于预设时间段，则确认考生作弊；或者，S2022: If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
当消失时间段大于预设时间段时，则说明考生存在作弊的概率较高，因此，则可以直接确认为考生作弊；如当将预设时间段设置为1min时，若考生消失时间段大于1min，那么在考生消失时间段内，完全可以查阅参考资料或 者询问他人相关问题，进而存在的作弊的风险较大，为了避免误判的可能性，此时则直接确认为考生作弊；当然的，这样就需要考生在进行考试的过程中，没有特殊原因，要尽量保证不离开第一视频图像信息或者能够保证离开的时间较为短暂，以避免出现误判的情况。When the disappearing time period is greater than the preset time period, it indicates that the probability of survival in the test is higher, so it can be directly confirmed as the candidate cheating; for example, when the preset time period is set to 1 min, if the candidate disappears for more than 1 min. , then in the disappearance period of the candidates, you can fully consult the reference materials or Inquiring about other people's related problems, and then there is a greater risk of cheating. In order to avoid the possibility of misjudgment, at this time, it is directly confirmed as cheating for candidates; of course, there is no special reason for candidates to take the test. Try to ensure that you do not leave the first video image information or that you can leave it for a short time to avoid false positives.
S2023：若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。S2023: If the disappearing time period is less than or equal to the preset time period, re-acquiring the second video image information and the first voice information of the candidate, and reconfirming the candidate by using the re-acquired second video image information and the first voice information. Whether to take the exam for myself.
当经过判断，所获取的考生的消失时间段为小于或等于预设时间段时，则说明考生消失的时间较为短暂，并且在该短暂的时间内不足以发生作弊的可能，因此，会直接确认考生没有发生作弊；但是，此时会存在一种情况，就是，在考生经过验证，确认为本人参加考试之后，在考试过程中，利用短暂的时间离开第一视频图像信息，当再次出现在第一视频图像信息中时，可能会存在另一个人来代替考生进行考试的情况；因此，为了避免再次出现在第一视频图像信息中的人物图像是考生本人，在确认考生的消失时间段小于或等于预设时间段时，需要重新对考生是否为本人继续参加考试进行判断，具体的判断依据为获取考生的第二视频图像信息和第一语音信息，而具体的判断方法与上述实施例中的实现方法相同，具体可参考上述陈述内容，在此不再赘述。When it is judged that the obtained candidate's disappearing time period is less than or equal to the preset time period, it means that the candidate's disappearing time is relatively short, and the short-term time is not enough to cause cheating, so it will be directly confirmed. Candidates do not have cheating; however, there is a situation at this time, that is, after the candidate has been verified and confirmed to take the test for himself, during the examination, the first video image information is left in a short time, when it appears again in the first In a video image information, there may be another person to replace the candidate to take the test; therefore, in order to avoid the person image that appears again in the first video image information is the candidate himself, the time period for confirming the disappearance of the candidate is less than or When it is equal to the preset time period, it is necessary to re-evaluate whether the candidate continues to take the test for himself. The specific judgment is based on obtaining the second video image information and the first voice information of the candidate, and the specific judgment method is the same as that in the above embodiment. The implementation method is the same. For details, refer to the above statement, and details are not described herein again.
通过对考生消失时间段的具体分析，确认了考生是否在该消失时间段内发生了作弊现象，若消失时间段较长，则确认考生发生作弊，若消失时间段较短，则通过对再次出现的考生进一步确认是否为本人继续参加考试进行判断，避免了中途出现替考的情况，提高了该方法的实用性，进一步保证了考试的公平、公正性。Through the specific analysis of the candidate's disappearing time period, it is confirmed whether the candidate has cheated in the disappearing time period. If the disappearing time period is longer, the candidate is confirmed to have cheated. If the disappearing time period is shorter, the pair appears again. Candidates further confirm whether they continue to take the test to judge, avoiding the situation of taking the test in the middle, improving the practicality of the method, and further ensuring the fairness and impartiality of the test.
实施例十Example ten
图8为本发明实施例八提供的网络测试防作弊的方法的流程示意图；在上述实施例的基础上，继续参考附图8可知，在考生进行网络测试时，对于周围的考试环境也存在一定的要求，如若考生所在的考试环境为较为繁华、嘈杂的环境，那么对于该方法的判断处理可能会造成影响，为了避免该方法出现误判或者对判断处理过程造成影响情况的产生，将该方法设置为还包括： FIG. 8 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 8 of the present invention; on the basis of the foregoing embodiment, referring to FIG. 8 , it is known that when a candidate performs a network test, there is a certain environment for the surrounding test environment. The requirements, if the test environment of the candidate is a more prosperous and noisy environment, then the judgment and treatment of the method may have an impact, in order to avoid the misjudgment of the method or the impact on the judgment process, the method Set to also include:
S301：实时获取考生在答题时的第二语音信息；S301: obtaining, in real time, the second voice information of the candidate when answering the question;
其中，对于上述获取第二语音信息的实现过程以及实现效果与上述获取第一语音信息的实现过程以及实现效果相同，具体可参考上述步骤S0024的描述内容，在此不再赘述。The implementation process and the implementation effect of the foregoing obtaining the second voice information are the same as the implementation process and the implementation result of the foregoing obtaining the first voice information. For details, refer to the description of the foregoing step S0024, and details are not described herein again.
S302：根据所述第二语音信息获取考试环境的声音分贝信息；S302: Acquire sound decibel information of the test environment according to the second voice information;
其中，第二语音信息为与考试环境相对应的声音信息(包括考生对话的声音信息)，由于声音分贝信息为声音大小信息，因此，通过获得第二语音信息之后，对第二语音信息进行分析处理，即可获取声音分贝信息。The second voice information is sound information corresponding to the test environment (including the voice information of the candidate's dialogue), and since the sound decibel information is the sound size information, after the second voice information is obtained, the second voice information is analyzed. Processing, you can get sound decibel information.
S303：将声音分贝信息与预设的标准声音分贝信息进行比较；S303: comparing the sound decibel information with the preset standard sound decibel information;
其中，预设的标准声音分贝信息为预先设置的，而对于具体的标准声音分贝信息的数值不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将该标准分贝信息设置为30分贝、40分贝或50分贝等等，而该具体的分贝数值与不同的环境情况有关，如自己家内的环境中标准声音分贝信息较低，而对于商场、超市、网吧等环境中的标准声音分贝信息较高；设置该标准声音分贝信息与声音分贝信息进行比较的目的是在于：检测考试环境中的声音分贝信息，若考试环境中的声音分贝信息较高，那么对于考生的声音分贝信息较低时，则会出现误判或者错判的情况，因此，为了避免出现伤处错判或误判的情况，一般情况下，会要求考生进行网络测试的考试声音分贝较低或者较为安静。The preset standard sound decibel information is preset, and the value of the specific standard sound decibel information is not limited, and those skilled in the art can set according to specific design requirements, for example, the standard decibel information can be set to 30 decibels, 40 decibels or 50 decibels, etc., and the specific decibel value is related to different environmental conditions, such as the standard sound decibel information in the environment of the home is low, and the standard sound in the environment of shopping malls, supermarkets, Internet cafes, etc. The decibel information is higher; the purpose of setting the standard sound decibel information and the sound decibel information is to detect the sound decibel information in the examination environment. If the sound decibel information in the examination environment is higher, then the decibel information of the candidate is higher. In the case of low, there will be cases of misjudgment or misjudgment. Therefore, in order to avoid misjudgment or misjudgment of the injury, in general, the tester is required to perform a network test with a low or quiet voice.
S304：若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，S304: if the sound decibel information is greater than a preset standard sound decibel information, confirming that the candidate cheats; or
当对考试环境的声音分贝信息进行分析处理时，确认声音分贝信息大于标准声音分贝信息，则说明考试环境中的声音较为嘈杂，此时会存在对考生与他人发生有关考试内容的对话误判或者错判的情况，因此，为了避免考试的公平、公正性，若考生的考试环境的声音分贝信息大于标准声音分贝信息，直接确认考生作弊；因此，需要注意的是，在考试之前，会提醒考生在一个较为安全的场所进行网络测试的进行，以免影响分析处理的结果。When analyzing and processing the sound decibel information of the test environment, confirming that the sound decibel information is larger than the standard sound decibel information indicates that the sound in the test environment is more noisy. At this time, there will be a misjudgment of the conversation between the candidate and the other relevant test content. In case of wrong judgment, therefore, in order to avoid the fairness and impartiality of the test, if the sound decibel information of the test environment of the candidate is greater than the standard sound decibel information, the candidate is directly confirmed to cheating; therefore, it is necessary to note that the test will be reminded before the test. Conduct network testing in a safer location to avoid affecting the results of the analysis process.
S305：若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。S305: If the sound decibel information is less than or equal to the standard sound decibel information, determine a source of the sound decibel information to confirm whether the candidate is cheating.
当对考试环境的声音分贝信息进行分析处理时，确认声音分贝信息小于 或等于标准声音分贝信息，则说明考试环境中的声音信息满足预设的环境标准，那么需要对声音分贝信息的来源进行进一步确认，已确认是否是考生发生的对话或者在做其他动作行为所产生的信息，以进一步确认考生是否发生作弊。When the sound decibel information of the test environment is analyzed and processed, it is confirmed that the sound decibel information is smaller than Or equal to the standard sound decibel information, indicating that the sound information in the test environment meets the preset environmental standards, then the source of the sound decibel information needs to be further confirmed, whether it is the conversation that occurs to the candidate or the other action behavior Information to further confirm whether the candidate has cheated.
通过对考试环境的声音分贝信息的判断，对考生所在考试的环境进行了准确判断，以避免考生在较为嘈杂的环境中进行考试时，对考生是否发生作弊的情况产生误判或者错判的情况；若考试环境满足预设标准的话，但是在考试过程中因为检测到了声音分贝信息，因此，需要进一步对声音分贝信息的来源进行确认，以进一步确认考生是否发生作弊；提高了该方法的判断因素，进而提高了对考生是否发生作弊的判断的准确可靠性。Through the judgment of the sound decibel information of the test environment, the test environment of the test taker is accurately judged to avoid the misjudgment or misjudgment of the candidate's cheating when the test is conducted in a relatively noisy environment. If the test environment meets the preset criteria, but the sound decibel information is detected during the test, the source of the sound decibel information needs to be further confirmed to further confirm whether the candidate has cheated; the judgment factor of the method is improved. , in turn, improves the accuracy and reliability of the judgment of whether the candidate has cheated.
实施例十一 Embodiment 11
图9为本发明实施例九提供的网络测试防作弊的方法的流程示意图；在上述实施例十的基础上，继续参考附图9可知，本技术方案对于具体判断声音分贝信息来源的实现过程不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将判断声音分贝信息的来源，设置为具体包括：FIG. 9 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 9 of the present invention; on the basis of the foregoing Embodiment 10, referring to FIG. 9 , the implementation of the technical solution for determining the source of the sound decibel information is not The limitation can be set by a person skilled in the art according to specific design requirements. Preferably, the source of the sound decibel information is determined to include:
S3051：获取与所述声音分贝信息相对应的第二语音信息中的音色信息；S3051: Acquire timbre information in the second voice information corresponding to the sound decibel information;
其中，对于获取与声音分贝信息相对应的音色信息的实现方式与上述通过第一语音信息获取考生的音色信息的实现方式相同，具体可参考上述描述内容，在此不再赘述。The implementation manner of obtaining the timbre information corresponding to the sound decibel information is the same as the implementation manner of obtaining the timbre information of the candidate by using the first voice information. For details, refer to the description above, and details are not described herein again.
S3052：音色信息与预设的第二标准音色信息是否匹配；S3052: Whether the tone information matches the preset second standard tone information;
其中，第二标准音色信息为预先设置好的，本领域技术人员可以根据具体的设计需求进行设置，如可以将第二标准音色信息设置为包括翻书声、电子字典敲击声、电脑键盘敲击声等等；因此，将音色信息与第二标准音色信息进行分析匹配的过程主要是对考生发生的动作进行分析判断，进而可以判断考生是否发生作弊的情况。The second standard tone information is preset, and can be set by a person skilled in the art according to specific design requirements. For example, the second standard tone information can be set to include a flip book sound, an electronic dictionary tap sound, and a computer keyboard knock. The sounding and the like; therefore, the process of analyzing and matching the timbre information with the second standard timbre information is mainly to analyze and judge the movements of the candidate, and then to determine whether the candidate has cheated.
S3053：若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。S3053: If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
当将音色信息与第二标准音色信息进行分析判断时，若判断音色信息与 第二标准音色信息相匹配时，如音色信息与翻书声的音色信息相匹配，则说明考生正在进行翻书的动作，因此可以确认考生正在作弊；其中，相匹配可以是指完全匹配或者匹配的程度大于或等于预设阈值；具体的，本领域技术人员可以根据具体的设计需求进行设置，只要能够准确地确认考生已经发生作弊的情况即可，在此不再赘述。When the timbre information and the second standard timbre information are analyzed and judged, if the timbre information is judged When the second standard timbre information is matched, if the timbre information matches the timbre information of the rumbling sound, the candidate is in the process of flipping the book, so it can be confirmed that the candidate is cheating; wherein the matching can be an exact match or a match. The degree is greater than or equal to the preset threshold; specifically, those skilled in the art can set according to specific design requirements, as long as the candidate can be accurately confirmed that the cheating has occurred, and details are not described herein.
实施例十二Example twelve
在上述实施例十一的基础上，继续参考附图9可知，在获取与所述声音分贝信息相对应的第二语音信息中的音色信息之后，该方法还包括：On the basis of the above-mentioned Embodiment 11, after continuing to refer to FIG. 9, after acquiring the timbre information in the second voice information corresponding to the sound decibel information, the method further includes:
S3054：若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与所述第一标准音色信息进行分析对比；S3054: If the timbre information does not match the second standard timbre information, analyze and compare the timbre information with the first standard timbre information;
当将音色信息与第二标准音色信息进行对比时，分析对比结果为不匹配时，则说明该音色信息不是考生发生的翻书、敲击电子字典、电脑键盘敲击声等动作所产生的声音，因此，需要进一步确认该音色信息的声音来源；其中，第一标准音色信息为预先设置的考生的音色信息，将获取的音色信息与第一标准音色信息进行分析匹配的目的是为了判断该音色信息的来源是否是考生本人。When the timbre information is compared with the second standard timbre information, if the analysis comparison result is a mismatch, it indicates that the timbre information is not the sound generated by the candidate's flip book, tapping electronic dictionary, computer keyboard knocking sound, etc. Therefore, the sound source of the timbre information needs to be further confirmed; wherein the first standard timbre information is the timbre information of the candidate set in advance, and the purpose of analyzing and matching the acquired timbre information with the first standard timbre information is to determine the timbre. Whether the source of the information is the candidate himself.
S3055：若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话；S3055: If the timbre information matches the first standard timbre information, confirming that the candidate has a dialogue;
若音色信息与第一标准音色信息相匹配，则确认该音色信息的来源为考生本人，即考生发生了对话；其中，上述的相匹配可以指音色信息与第一标准音色信息完全匹配，或者音色信息与第一标准音色信息的匹配度大于预设阈值；具体的本领域技术人员可以根据具体的设计需求进行设置，只要能够确认考生是否发生对话即可，在此不再赘述。If the timbre information matches the first standard timbre information, it is confirmed that the source of the timbre information is the candidate himself, that is, the candidate has a conversation; wherein the matching may refer to the timbre information completely matching the first standard timbre information, or the timbre The matching degree of the information with the first standard timbre information is greater than the preset threshold; the specific person skilled in the art can set according to the specific design requirements, as long as the candidate can confirm whether the conversation occurs, and details are not described herein again.
S3056：提取考生对话信息中的关键字信息；S3056: Extract keyword information in candidate conversation information;
若确认考生发生对话，需要对考生对话进一步进行分析判断，以确认考生是否发生作弊；而具体判断的方式是提取考生对话信息中的关键字信息，该关键字信息的具体内容和字数长短可以预先设置，并且本领域技术人员还可以根据不同的设计需求进行设置，在此不再赘述。If it is confirmed that the candidate has a dialogue, it is necessary to further analyze and judge the candidate's dialogue to confirm whether the candidate has cheated. The specific judgment method is to extract the keyword information in the candidate's conversation information. The specific content and the number of words of the keyword information can be advanced. It is set up, and can also be set according to different design requirements by those skilled in the art, and details are not described herein again.
S3057：根据所述关键字信息确认考生是否作弊。 S3057: Confirm whether the candidate is cheating according to the keyword information.
通过提取对话信息中的关键字信息来判断考生是否作弊的目的是防止对考生产生误判或者错判的情况，如声音来源为考生咳嗽、打喷嚏等人体正常的生理反应，那么可以准确地判断考生此时没有作弊；若声音来源为考生进行了有关考试的对话，那么可以准确地确认考生此时作弊；那么通过提取关键字信息可以准确地判断考生是否作弊，提高了该方法使用的稳定可靠性。The purpose of judging whether a candidate is cheating by extracting the keyword information in the dialogue information is to prevent misjudgment or misjudgment of the candidate. For example, if the source of the sound is a normal physiological reaction of the subject such as coughing or sneezing, then the judgment can be accurately determined. Candidates do not cheat at this time; if the source of the sound is a conversation about the test, then the candidate can be accurately confirmed to cheating at this time; then by extracting the keyword information, it can accurately determine whether the candidate is cheating, and improve the stability and reliability of the method. Sex.
实施例十三Example thirteen
图10为本发明实施例十提供的网络测试防作弊的方法的流程示意图；在上述实施例十二的基础上，继续参考附图10可知，本技术方案对于具体根据关键字信息确认考生是否作弊的判断方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，可以将根据所述关键字信息确认考生是否作弊，设置为具体包括：10 is a schematic flowchart of a network test anti-cheating method according to Embodiment 10 of the present invention. On the basis of the foregoing Embodiment 12, referring to FIG. 10, the technical solution confirms whether a candidate cheats according to keyword information. The method for determining the method is not limited, and can be set by a person skilled in the art according to a specific design requirement. Preferably, it is determined that the candidate is cheated according to the keyword information, and the specificity includes:
S30571：判断对话信息中是否存在与所述关键字信息相匹配的考试相关信息；S30571: Determine whether there is test related information that matches the keyword information in the dialog information;
其中，考试相关信息是指与网络测试的考试题目或者考试题目中所出现的关键字相关的信息内容；当然的，本领域技术人员还可以根据具体的设计需求进行设置，通过判断对话信息中是否存在与关键字信息相匹配的考试相关信息可以更加全面地对对话信息进行判断，以免存在遗漏对对话信息中的部分内容的判断，进而保证了判断的准确可靠性。The test related information refers to the information content related to the keywords appearing in the test questions or the test questions of the network test; of course, the person skilled in the art can also set according to the specific design requirements, by judging whether the dialog information is The test related information that matches the keyword information can judge the dialogue information more comprehensively, so as to avoid the omission of the judgment of some contents in the dialogue information, thereby ensuring the accuracy and reliability of the judgment.
S30572：若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。S30572: If there is test related information matching the keyword information in the conversation information, the candidate is confirmed to be cheating.
其中，上述所提到的“相匹配”可以为对话信息与关键字的匹配程度大于或等于预设阈值或者为完全匹配，而对于预设阈值的具体范围本领域技术人员可以根据具体不同的设计需求进行设置，如可以将预设阈值设置为70％、80％或者90％等等；若判断对话信息中存在与关键字信息相匹配的考试相关信息，则说明考生进行了有关考试相关信息的对话，进而确认考生作弊。The above-mentioned "matching" may be that the matching degree of the dialogue information and the keyword is greater than or equal to a preset threshold or is a perfect match, and the specific range for the preset threshold may be different according to a specific design by those skilled in the art. The requirements are set, for example, the preset threshold can be set to 70%, 80% or 90%, etc.; if it is judged that there is test related information matching the keyword information in the dialog information, the candidate has conducted relevant information about the test. Dialogue, and then confirm candidates cheating.
S30573：若对话信息中不存在与所述关键字信息相匹配的考试相关信息，则确认考生没有作弊。S30573: If there is no test related information matching the keyword information in the dialog information, it is confirmed that the candidate is not cheating.
通过对对话信息中是否存在与关键字相匹配的考试相关信息的判断，进一步对考生是否发生作弊进行了准确判断，避免了对考生产生误判或者错判 的情况，提高了该方法的实用性。By judging whether there is any relevant information related to the test that matches the keyword in the dialogue information, it is further judged whether the candidate has cheated, and avoids misjudgment or misjudgment of the candidate. The situation improves the practicality of the method.
实施例十四Embodiment 14
图11为本发明实施例十一提供的网络测试防作弊的方法的流程示意图；在上述实施例的基础上，参考附图11可知，在考生进行考试的过程中，由于考试终端为考生自己所准备的设备，较为常见的为考生自己的笔记本电脑或者台式电脑等，一般情况下，该考试终端具有联网功能，因此，为了避免考生通过网络查询或者网络咨询的方式产生作弊的情况，将方法设置为还包括：11 is a schematic flowchart of a method for preventing fraud in a network test according to Embodiment 11 of the present invention; on the basis of the foregoing embodiment, referring to FIG. 11, it can be seen that, in the process of taking a test for a candidate, the test terminal is a candidate for the test. The equipment to be prepared is more commonly used by the candidate's own laptop or desktop computer. In general, the test terminal has a networking function. Therefore, in order to prevent candidates from cheating through network query or network consultation, the method is set. To also include:
S401：获取答题终端的上网数据；S401: Obtain online data of the answering terminal;
其中，对于获取答题终端的上网数据的实现方式不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以设置为在网络接入位置采集上网数据包，然后获取上网数据包中包含的文字信息，并将该文字信息根据语种的不同进行分类存储；当然的，本领域技术人员还可以采用其他的方式来获取答题终端的上网数据，只要能够上述功能效果即可，在此不再赘述。The implementation manner of obtaining the Internet access data of the answering terminal is not limited, and those skilled in the art can set according to specific design requirements, for example, it can be set to collect the Internet data packet in the network access location, and then obtain the Internet data packet. Text information, and the text information is classified and stored according to different languages; of course, those skilled in the art can also use other methods to obtain the Internet data of the answering terminal, as long as the above functions can be performed, no longer Narration.
S402：提取上网数据中的关键字信息；S402: Extract keyword information in the online data.
其中，对于关键字信息的提取方法与上述提取考生对话信息中的关键字信息的提取方法相类似，唯一具有区别的本步骤是从上网数据中提取关键字信息，而上述过程为从考生对话信息中提取关键字信息，因此，具体可参考上述陈述内容，在此不再赘述。Wherein, the method for extracting keyword information is similar to the method for extracting keyword information in the above-mentioned candidate candidate dialogue information, and the only difference is to extract keyword information from the online data, and the above process is information from the candidate dialogue. The keyword information is extracted, and therefore, the above statement may be specifically referred to, and details are not described herein again.
S403：判断上网数据中是否存在与所述关键字信息相匹配的考试相关信息；S403: Determine whether there is test related information that matches the keyword information in the online data.
其中，本步骤的实现过程与实现效果与上述实施例中的步骤S30571所实现的操作过程以及实现效果相类似，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the present step are similar to the operation process and the implementation effect of the step S30571 in the foregoing embodiment. For details, refer to the foregoing content, and details are not described herein again.
S404：若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。S404: If there is test related information matching the keyword information in the online data, the candidate is confirmed to be cheating.
其中，本步骤的实现过程与实现效果与上述实施例中的步骤S30572所实现的操作过程以及实现效果相类似，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the present step are similar to the operation process and the implementation effect of the step S30572 in the foregoing embodiment. For details, refer to the foregoing content, and details are not described herein again.
S405：若上网数据中不存在与所述关键字信息相匹配的考试相关信息， 则确认考生没有作弊。S405: If there is no test related information matching the keyword information in the online data, Then confirm that the candidate did not cheat.
其中，本步骤的实现过程与实现效果与上述实施例中的步骤S30573所实现的操作过程以及实现效果相类似，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the present step are similar to the operation process and the implementation effect of the step S30573 in the foregoing embodiment. For details, refer to the foregoing content, and details are not described herein again.
通过对上网数据的进一步判断，避免了对考生通过网络查询或者网络咨询的形式进行作弊情况的产生错判或者误判；进一步保证了考生的公平、公正性，提高了该方法的防止考生作弊的稳定可靠性。By further judging the data on the Internet, it avoids the misjudgment or misjudgment of the cheating situation in the form of online inquiry or network consultation; further guarantees the fairness and impartiality of the candidates, and improves the method to prevent candidates from cheating. Stable and reliable.
实施例十五Example fifteen
图12为本发明实施例十二提供的网络测试防作弊的方法的流程示意图；在上述实施例的基础上，继续参考附图12可知，在考生进行网络测试的过程中，考生可以连接多个显示屏，并且可以把考试题目复制到或者拖到另一个显示屏上，请求别人协同进行答复，为了避免考生采用上述方式进行作弊，将该方法设置为还包括：FIG. 12 is a schematic flowchart of a network test anti-cheating method according to Embodiment 12 of the present invention; on the basis of the foregoing embodiment, with reference to FIG. 12, in the process of performing network test by the candidate, the candidate may connect multiple Display screen, and can copy the test questions to or drag to another display, request others to coordinate the reply, in order to prevent candidates from cheating in the above way, the method is set to include:
S501：获取答题终端所连接的显示设备的数量信息；S501: Obtain information about the number of display devices connected to the answering terminal.
其中，对于获取答题终端所连接的显示设备的数量信息的具体获取方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以通过采集答题终端的显卡接口或者USB口的接入信息，根据上述获得的显卡接口的接入信息或者USB口的接入信息来获取所连接的显示设备的数量信息；另外，对于显示设备的具体类型不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将显示设备设置为包括显示屏、携带有显示屏的移动终端、投影设备等等，只要能够实现显示考试题目的效果即可，在此不再赘述。The specific acquisition method for obtaining the quantity information of the display device connected to the answering terminal is not limited, and those skilled in the art can set according to specific design requirements, for example, by collecting the video card interface of the answering terminal or the access of the USB port. The information is obtained according to the access information of the interface of the video card or the access information of the USB port, and the number of the displayed display device is not limited, and the specific type of the display device is not limited. The design requirements are set. For example, the display device can be set to include a display screen, a mobile terminal carrying a display screen, a projection device, and the like, as long as the effect of displaying the test question can be realized, and details are not described herein again.
S502：判断所述数量信息与1的大小？S502: Determine the quantity information and the size of 1?
一般情况下，一个答题终端会连接有一个显示设备，该显示设备用于显示考试题目信息以供考生来进行作答；因此，当所连接的显示设备的数量为1个时为正常时刻，因此，需要将获得数量信息与数量1进行对比。In general, a answering terminal is connected with a display device for displaying the test title information for the candidate to answer; therefore, when the number of connected display devices is one, it is a normal time, therefore, it is required Compare the obtained quantity information with the quantity 1.
S503：若判断数量信息小于或等于1，那么由于考生需要答题操作，因此，必然会存在1个显示设备，因此，此时所包括的情况为答题终端所连接的数量信息就为1的情况。 S503: If the quantity information is judged to be less than or equal to 1, the candidate is required to answer the question, and therefore, there is necessarily one display device. Therefore, the case included at this time is the case where the number information connected to the answering terminal is 1.
S504：若所述数量信息大于1，则获取所有显示设备的界面信息；S504: If the quantity information is greater than 1, acquiring interface information of all display devices;
若判断数量信息大于1，则说明考上的答题终端连接有多个显示设备，进而可以初步判断考生存在作弊的可能，为了进一步确认考生是否利用多个显示终端来进行作弊，获取显示设备的界面信息。If the number information is judged to be greater than 1, it indicates that the answering terminal connected to the test terminal has a plurality of display devices, so that it is possible to initially determine the possibility of the test being cheat, in order to further confirm whether the candidate uses a plurality of display terminals to perform cheating, and obtain the interface of the display device. information.
S505：根据所有显示设备的界面信息，确认考生是否作弊。S505: Confirm whether the candidate is cheating according to the interface information of all the display devices.
通过判断答题终端所连接的显示设备的数量信息，在显示设备的数目为多个时，则获取每个显示设备的界面信息，进一步根据界面信息判断考生是否作弊，提高了判断的准确可靠性，并且有效地避免了考生通过多个显示终端来进行作弊情况的产生，提高了考试的公平、公正性。By judging the number information of the display devices connected to the answering terminal, when the number of the display devices is multiple, the interface information of each display device is obtained, and the candidate is further judged according to the interface information, thereby improving the accuracy and reliability of the judgment. And effectively avoiding the occurrence of cheating by candidates through multiple display terminals, improving the fairness and impartiality of the test.
实施例十六Example sixteen
在上述实施例十五的基础上，继续参考附图12可知，本技术方案对于具体根据显示设备的界面信息，确认考生是否作弊的判断方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将根据所有显示设备的界面信息，确认考生是否作弊，设置为具体包括：On the basis of the above-mentioned embodiment fifteenth, with reference to FIG. 12, the technical solution of the present invention is not limited to the method for determining whether a candidate is cheating according to the interface information of the display device, and those skilled in the art can according to specific design requirements. Setting, wherein, more preferably, the candidate is confirmed to be cheated according to the interface information of all the display devices, and the specific settings include:
S5051：提取每个显示设备的界面信息中的关键字信息；S5051: Extract keyword information in interface information of each display device.
其中，本实施例中提取每个显示设备的界面信息中的关键字信息与上述提取上网数据中的关键字信息的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The method for extracting the keyword information in the interface information of each display device in the embodiment is the same as the implementation process and the implementation of the keyword information in the extracted Internet data. For details, refer to the foregoing content, and details are not described herein again.
S5052：若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。S5052: If the interface information of the display device having more than one number includes the test related information that matches the keyword information, the candidate is confirmed to be cheating.
其中，本实施例中的相匹配可以为完全匹配或者匹配度大于或等于预设阈值，具体的，本领域技术人员可以根据具体的设计需求进行设置；经过判断之后，若确认存在大于1个的显示设备中的界面信息中包括与关键字相匹配的考试相关信息，则说明考生把考试题目复制并通过多个显示设备进行显示，进而存在让其他人帮忙作答并且协同作业的情况，因此确认考生作弊。The matching in this embodiment may be a complete matching or the matching degree is greater than or equal to a preset threshold. Specifically, those skilled in the art may set according to specific design requirements; after the determination, if it is confirmed that there is more than one The interface information in the display device includes the test related information matching the keyword, which indicates that the candidate copies the test title and displays it through multiple display devices, so that there is a situation in which others can help and answer the work, so the candidate is confirmed. cheat.
本实施例提供的网络测试防作弊的方法，通过获取答题终端所连接的显示设备的数量，并且存在大于1个显示设备的界面信息中包括考试相关信息时，则可以快速、准确的确认考生已经发生作弊，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。 The network test anti-cheating method provided in this embodiment can quickly and accurately confirm that the candidate has already obtained by obtaining the number of display devices connected to the answering terminal, and the interface information of more than one display device includes test related information. Cheating occurs, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of online interviews.
实施例十七Example seventeen
本实施例提供了一种网络测试防作弊的系统，图13为本发明实施例一提供的网络测试防作弊的系统的结构示意图；如图13所示，该网络测试防作弊的系统，包括：This embodiment provides a network test anti-cheating system. FIG. 13 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 1 of the present invention; as shown in FIG. 13, the network test anti-cheating system includes:
第一获取模块1，用于实时获取考生的第一视频图像信息；The first obtaining module 1 is configured to acquire first video image information of the candidate in real time;
其中，对于第一获取模块1的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再赘述；另外，该第一获取模块1所实现的上述步骤的实现过程以及实现效果与上述实施例一中的步骤S101的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the first obtaining module 1 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein; The implementation process and the implementation of the above-mentioned steps are the same as the implementation process and the implementation of the step S101 in the first embodiment. For details, refer to the above description, and details are not described herein again.
第一处理模块2，用于根据所述第一视频图像信息，确认考生是否作弊。The first processing module 2 is configured to confirm, according to the first video image information, whether the candidate is cheating.
其中，对于第一处理模块2的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再赘述；另外，该第一处理模块2所实现的上述步骤的实现过程以及实现效果与上述实施例一中的步骤S102的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the first processing module 2 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein; The implementation process and the implementation effect of the above-mentioned steps are the same as the implementation process and the implementation of the step S102 in the first embodiment. For details, refer to the above description, and details are not described herein again.
本实施例所提供的网络测试防作弊的系统，通过第一处理模块2对获取的第一视频图像信息进行分析处理，可以快速、准确的确认考生是否发生作弊，如考生发生回头、离开座位、替考等作弊情况，准确的判断出来，进而有效的保证了考试的公平、公正性，并有效提高了面试的效率。The network test anti-cheating system provided in this embodiment analyzes and processes the acquired first video image information by using the first processing module 2, and can quickly and accurately confirm whether the candidate has cheated, such as the candidate turning back, leaving the seat, The cheating situation such as taking the test is accurately judged, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of the interview.
实施例十八Example 18
图14为本发明实施例二提供的网络测试防作弊的系统的结构示意图；在上述实施例的基础上，继续参考附图14可知，为了进一步对考生是否为本人参考考试进行有效确认，该网络测试防作弊的系统，还包括：14 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 2 of the present invention; on the basis of the foregoing embodiment, with reference to FIG. 14, it can be seen that, in order to further validate whether the candidate is a reference test for the person, the network is valid. Test anti-cheating systems, including:
第二获取模块3，还用于在所述实时获取考生的第一视频图像信息之前，实时获取考生的第二视频图像信息；The second obtaining module 3 is further configured to acquire, in real time, the second video image information of the candidate before acquiring the first video image information of the candidate in real time;
其中，对于第二获取模块3的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再 赘述；另外，该第二获取模块3所实现的上述步骤的实现过程以及实现效果与上述实施例二中的步骤S001的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the second obtaining module 3 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and no longer In addition, the implementation process and the implementation effect of the foregoing steps implemented by the second obtaining module 3 are the same as the implementation process and the implementation effect of the step S001 in the second embodiment. For details, refer to the foregoing content, and details are not described herein again. .
第二处理模块4，用于根据所述第二视频图像信息确认考生是否为本人参加考试。The second processing module 4 is configured to confirm, according to the second video image information, whether the candidate is taking the test for himself.
其中，对于第二处理模块4的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再赘述；另外，该第二处理模块4所实现的上述步骤的实现过程以及实现效果与上述实施例二中的步骤S002的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the second processing module 4 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein; The implementation process and the implementation of the above-mentioned steps are the same as the implementation process and the implementation of the step S002 in the second embodiment. For details, refer to the above description, and details are not described herein again.
本实施例所提供的网络测试防作弊的系统，通过第二处理模块4对获取的第二视频图像信息确认考生是否为本人参加考试，可以快速、准确的确认考生是否发生替考作弊的行为，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。The network test anti-cheating system provided in this embodiment determines whether the candidate is taking the test for the second video image information obtained by the second processing module 4, and can quickly and accurately confirm whether the candidate has cheated in the test. In addition, it effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of online interviews.
实施例十九Example 19
在上述实施例十八的基础上，继续参考附图14可知，对于第二处理模块4根据所述第二视频图像信息确认考生是否为本人参加考试的确认方式不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，可以将第二处理模块4，设置为具体用于：On the basis of the above-mentioned eighteenth embodiment, with reference to FIG. 14, it can be seen that the second processing module 4 determines, according to the second video image information, whether the candidate is a person to take the test. The setting is performed according to specific design requirements. Preferably, the second processing module 4 is configured to be specifically used for:
根据所述第二视频图像信息获取多张连续帧的图像信息；Acquiring image information of a plurality of consecutive frames according to the second video image information;
若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。If the matching degree between each image information and the standard image information is less than the preset threshold, the confirmation test is a non-candidate's own test.
其中，对于第二处理模块4所实现的操作步骤的实现过程以及实现效果与上述实施例三中的步骤S0021-S0023实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the operation steps of the second processing module 4 are the same as the implementation process and the implementation of the steps S0021-S0023 in the foregoing embodiment 3. For details, refer to the foregoing description, and details are not described herein again.
本实施例所提供的网络测试防作弊的系统，通过第二处理模块4将每张图像信息与标准图像信息的匹配度与预设阈值进行比较，若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试，可以快速、准确的确认考生是否发生替考作弊的行为，保准了判断的速度和准 确率，进而提高了该系统的实用性。The network test anti-cheating system provided in this embodiment compares the matching degree between each image information and the standard image information with a preset threshold by the second processing module 4, if the matching degree of each image information and the standard image information If the test is less than the preset threshold, it is confirmed that the test is a non-candidate's own test, which can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the test. The accuracy, which in turn increases the utility of the system.
实施例二十Example twenty
在上述实施例十九的基础上，继续参考附图14可知，为了进一步判断考生在考试过程中是否发生作弊；Based on the above-mentioned nineteenth embodiment, it can be further seen with reference to FIG. 14 to further determine whether the candidate has cheated during the examination;
所述第二获取模块3，用于在所述实时获取考生的第一视频图像信息之前，实时获取考生的第一语音信息；The second obtaining module 3 is configured to acquire the first voice information of the candidate in real time before the first video image information of the candidate is obtained in real time;
所述第二处理模块4，用于根据所述第一语音信息确认考生是否为本人参加考试。The second processing module 4 is configured to confirm, according to the first voice information, whether the candidate is taking the test for himself.
其中，对于第二获取模块3和第二处理模块4所实现的操作步骤的实现过程以及实现效果与上述实施例四中的步骤S0024-S0025实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the operation steps implemented by the second obtaining module 3 and the second processing module 4 are the same as the implementation process and the implementation result of the steps S0024-S0025 in the fourth embodiment. For details, refer to the foregoing statement. I will not repeat them here.
本实施例所提供的网络测试防作弊的系统，增加第二获取模块3获取考生的第一语音信息，并利用第二处理模块4根据第一语音信息进一步确认考生是否为本人参加考试，由于增加了一个判断的因素，因此，使得对考生是否本人考生的判断更加准确、可靠，降低了误判断的概率，提高了该系统使用的准确可靠性。The network testing anti-cheating system provided in this embodiment adds the second obtaining module 3 to obtain the first voice information of the candidate, and uses the second processing module 4 to further confirm whether the candidate is taking the test for the person according to the first voice information, due to the increase A judgment factor, therefore, makes the judgment of the candidate's own candidate more accurate and reliable, reduces the probability of misjudgment, and improves the accuracy and reliability of the system.
实施例二十一Embodiment 21
在上述实施例二十的基础上，继续参考附图14可知，本技术方案对于第二处理模块4根据第一语音信息确认考生是否为本人参加考试的具体确认方法不做限定，其中，较为优选的，将第二处理模块4，设置为具体用于：On the basis of the foregoing embodiment 20, with reference to FIG. 14 , the technical solution of the present invention is not limited to the specific confirmation method for the second processing module 4 to confirm whether the candidate is taking the test according to the first voice information. , the second processing module 4 is set to be specifically used for:
根据所述第一语音信息获取考生的音色信息；Acquiring the timbre information of the candidate according to the first voice information;
若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，If the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
其中，对于第二处理模块4所实现的操作步骤的实现过程以及实现效果与上述实施例五中的步骤S0026-S0029实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。 For example, the implementation process and the implementation effect of the operation steps implemented by the second processing module 4 are the same as the implementation process and the implementation of the steps S0026-S0029 in the foregoing fifth embodiment. For details, refer to the foregoing content, and details are not described herein again.
通过第二处理模块4对获取的具体的音色信息进行分析判断，由于不同的人具有不同的音色信息，因此，通过第二处理模块4对音色信息的判断，可以很轻松、容易地对考生是否为本人参加考试进行判断，并且提高了判断的准确可靠性。The specific timbre information obtained by the second processing module 4 is analyzed and judged. Since different people have different timbre information, the judgment of the timbre information by the second processing module 4 can easily and easily determine whether the candidate is I judged myself to take the test and improved the accuracy and reliability of the judgment.
实施例二十二Example twenty two
在上述实施例十九的基础上，继续参考附图14可知，本技术方案中对于通过第二获取模块3获取考生的第一语音信息的前提条件不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以设置为在考生进行考试之间就获取考生的第一语音信息，以可以更早更快地实现对考生进行身份的识别、判断，或者，较为优选的，将所述第二处理模块4，设置为还用于：On the basis of the foregoing embodiment 19, with reference to FIG. 14 , the preconditions for obtaining the first voice information of the candidate by the second acquiring module 3 are not limited in the technical solution, and those skilled in the art may The design requirements are set, for example, the first voice information of the candidate can be obtained between the candidates to take the test, so that the identification and judgment of the candidate can be realized earlier and faster, or, more preferably, the The second processing module 4 is configured to also be used for:
在所述根据所述第一语音信息获取考生的音色信息之前，若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。Before the timbre information of the candidate is obtained according to the first voice information, if the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information. .
通过第二处理模块4设置获取考生的第一语音信息的前提，有效地将通过第一语音信息进行分析判断与通过图像信息进行分析判断进行了结合，进而提高了判断的准确性；具体的，在对每张图像信息与标准图像信息的匹配度与预设阈值进行比较之后，若每张图片信息与标准图像信息的匹配度均大于或等于预设阈值，则说明，通过图像信息的分析处理过程可知，考生为本人参加考试，这时，有可能会存在他人通过化妆、易容或者携带考生照片来冒充考生进行考试的情况，这时，由于光线、或者获取图像信息的清晰程度等原因，对出现的上述替考情况产生误判断，因此，为了防止对上述情况的误判断，进一步获取考生的音色信息，以再次通过音色信息对考生是否为本人参加考试进行进一步判断，减少了误判情况的产生，进而提高了该方法使用的稳定可靠性。The second processing module 4 sets the premise of acquiring the first voice information of the candidate, and effectively combines the analysis and judgment by the first voice information with the analysis and judgment by the image information, thereby improving the accuracy of the determination; After comparing the matching degree of each image information with the standard image information and the preset threshold, if the matching degree of each picture information and the standard image information is greater than or equal to a preset threshold, then the analysis and processing of the image information is performed. The process can be seen that the candidates take the test for themselves. At this time, there may be cases where others pretend to take the test through makeup, easy to carry or carry the photos of the candidates. At this time, due to the light, or the clarity of the image information, etc., In order to prevent the above-mentioned situation from being misjudged, in order to prevent misjudgment of the above situation, the timbre information of the candidate is further obtained, and the timbre information is used to further judge whether the candidate is taking the test for himself, thereby reducing the misjudgment. Produced, which improves the stability and reliability of the method. Sex.
实施例二十三Example twenty-three
在上述实施例十七的基础上，继续参考附图13可知，随着科学技术的不断发展和进步，现在的作弊手段越来越多，如在考生考试过程中通过与外部进行通信来实现作弊的情况屡见不鲜，并且，随着科学技术的进步，通讯装 置也越来越精巧，越来越隐蔽；如考生携带蓝牙耳机、无线耳机与外部进行通讯；因此，为了避免考生采用上述情况进行作弊，将第一处理模块2，设置为具体用于：On the basis of the above-mentioned seventeenth embodiment, with reference to FIG. 13, it can be seen that with the continuous development and advancement of science and technology, there are more and more cheating methods, such as cheating through communication with the outside during the examination of candidates. The situation is not uncommon, and with the advancement of science and technology, communication equipment The device is also more and more sophisticated and more and more concealed; for example, the candidate carries a Bluetooth headset and a wireless headset to communicate with the outside; therefore, in order to prevent the candidate from cheating in the above situation, the first processing module 2 is set to be specifically used for:
通过所述第一视频图像信息获取考生的耳廓形状信息；Obtaining auricle shape information of the candidate through the first video image information;
若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认考生作弊。If the auricle shape information does not match the preset standard auricle shape information, the candidate is confirmed to be cheating.
其中，对于第一处理模块2所实现的操作步骤的实现过程以及实现效果与上述实施例七中的步骤S1011-S1014实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。For example, the implementation process and the implementation effect of the operation steps implemented by the first processing module 2 are the same as those of the steps S1011-S1014 in the above-mentioned Embodiment 7, and the foregoing description may be specifically referred to, and details are not described herein again.
本实施例提供的网络测试防作弊的系统，利用第一处理模块2通过第一视频图像信息获取考生的耳廓形状信息，将耳廓形状信息与标准耳廓形状信息进行分析对比，若耳廓形状信息与标准耳廓形状信息不匹配，则说明考生的耳部带有通讯装置(如耳机、蓝牙耳机、无线耳机等)等异物，进而确认考生作弊，进而有效的克服了现在不能够准确判断考生是否存在借助通讯装置(如耳机、蓝牙耳机、无线耳机等)与外界进行通讯的作弊现象，保证了考试的公平、公正性，进一步提高了面试的效率。The network test anti-cheating system provided in this embodiment uses the first processing module 2 to acquire the auricle shape information of the candidate through the first video image information, and analyzes and compares the auricle shape information with the standard auricle shape information, if the auricle The shape information does not match the standard auricle shape information, indicating that the candidate's ear has a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.), thereby confirming the cheating of the candidate, thereby effectively overcoming the current accurate judgment. Candidates have cheating with the outside world through communication devices (such as headphones, Bluetooth headsets, wireless headsets, etc.) to ensure fairness and impartiality of the test, and further improve the efficiency of the interview.
实施例二十四Example twenty four
在上述实施例十七的基础上，继续参考附图13可知，本技术方案对于第一处理模块2具体判断考生是否存在离开座位而发生作弊的情况不做限定，其中，较为优选的，将第一处理模块2，设置为还用于：On the basis of the above-mentioned seventeenth embodiment, with reference to FIG. 13 , the technical solution of the present invention is not limited to the case where the first processing module 2 specifically determines whether the candidate has left the seat and is cheating. A processing module 2, set to also be used for:
对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；Performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
对所述消失时间段进行分析，确认考生是否作弊。The disappeared time period is analyzed to confirm whether the candidate is cheating.
其中，对于第一处理模块2所实现的操作步骤的实现过程以及实现效果与上述实施例八中的步骤S201-S202实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the operation steps of the first processing module 2 are the same as those of the steps S201-S202 in the foregoing embodiment 8. For details, refer to the above description, and details are not described herein again.
实施例二十五Example twenty five
在上述实施例二十四的基础上，继续参考附图13可知，本技术方案通过 第一处理模块2对于消失时间段的具体分析方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将第一处理模块，设置为具体用于：Based on the twenty-fourth embodiment above, with continued reference to FIG. 13, the technical solution is adopted. The first processing module 2 is not limited to a specific analysis method for the disappearing time period, and can be set by a person skilled in the art according to specific design requirements. Preferably, the first processing module is specifically configured to:
若所述消失时间段大于预设时间段，则确认考生作弊；或者，If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。If the disappearing time period is less than or equal to the preset time period, the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
其中，对于第一处理模块2所实现的操作步骤的实现过程以及实现效果与上述实施例九中的步骤S2021-S2023实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the operation steps of the first processing module 2 are the same as those of the steps S2021-S2023 in the foregoing embodiment 9. For details, refer to the above description, and details are not described herein again.
通过对考生消失时间段的具体分析，确认了考生是否在该消失时间段内发生了作弊现象，若消失时间段较长，则确认考生发生作弊，若消失时间段较短，则通过对再次出现的考生进一步确认是否为本人继续参加考试进行判断，避免了中途出现替考的情况，提高了该系统的实用性，进一步保证了考试的公平、公正性。Through the specific analysis of the candidate's disappearing time period, it is confirmed whether the candidate has cheated in the disappearing time period. If the disappearing time period is longer, the candidate is confirmed to have cheated. If the disappearing time period is shorter, the pair appears again. Candidates further confirm whether they continue to take the test to judge, avoiding the situation of taking the test in the middle, improving the practicality of the system, and further ensuring the fairness and impartiality of the test.
实施例二十六Example twenty six
在上述实施例十七的基础上，继续参考附图13可知，考生进行网络测试时，对于周围的考试环境也存在一定的要求，如若考生所在的考试环境为较为繁华、嘈杂的环境，那么对于该方法的判断处理可能会造成影响，为了避免该方法出现误判或者对判断处理过程造成影响情况的产生，该系统中的第一获取模块1和第一处理模块2还分别用于：On the basis of the above-mentioned seventeenth embodiment, with reference to FIG. 13, it can be seen that when the candidate conducts the network test, there are certain requirements for the surrounding test environment. For example, if the test environment of the candidate is a more prosperous and noisy environment, then The judging process of the method may be affected. In order to avoid the misjudgment of the method or the influence of the judging process, the first obtaining module 1 and the first processing module 2 in the system are also respectively used for:
所述第一获取模块1，还用于实时获取考生在答题时的第二语音信息；The first obtaining module 1 is further configured to acquire, in real time, the second voice information of the candidate when answering the question;
所述第一处理模块2，还用于根据所述第二语音信息获取考试环境的声音分贝信息；The first processing module 2 is further configured to acquire sound decibel information of the test environment according to the second voice information;
若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，If the sound decibel information is greater than the preset standard sound decibel information, the candidate is confirmed to be cheating; or,
若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。If the sound decibel information is less than or equal to the standard sound decibel information, the source of the sound decibel information is determined to confirm whether the candidate is cheating.
其中，对于第一获取模块1和第一处理模块2所实现的操作步骤的实现 过程以及实现效果与上述实施例十中的步骤S301-S305实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。Wherein, the implementation steps of the first obtaining module 1 and the first processing module 2 are implemented The process and the implementation effect are the same as the implementation process and the implementation of the steps S301-S305 in the above-mentioned tenth embodiment. For details, reference may be made to the above description, and details are not described herein again.
通过对考试环境的声音分贝信息的判断，对考生所在考试的环境进行了准确判断，以避免考生在较为嘈杂的环境中进行考试时，对考生是否发生作弊的情况产生误判或者错判的情况；若考试环境满足预设标准的话，但是在考试过程中因为检测到了声音分贝信息，因此，需要进一步对声音分贝信息的来源进行确认，以进一步确认考生是否发生作弊；提高了该系统的参考判断因素，进而提高了对考生是否发生作弊的判断的准确可靠性。Through the judgment of the sound decibel information of the test environment, the test environment of the test taker is accurately judged to avoid the misjudgment or misjudgment of the candidate's cheating when the test is conducted in a relatively noisy environment. If the test environment meets the preset criteria, but the sound decibel information is detected during the test, it is necessary to further confirm the source of the sound decibel information to further confirm whether the candidate has cheated; improve the reference judgment of the system. Factors, in turn, improve the accuracy and reliability of the judges' cheating.
实施例二十七Example twenty seven
在上述实施例二十六的基础上，继续参考附图13可知，本技术方案对于第一处理模块2的具体判断声音分贝信息来源的实现过程不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将第一处理模块2，设置为具体用于：On the basis of the above-mentioned twenty-sixth embodiment, with reference to FIG. 13 , the technical solution of the first processing module 2 for determining the source of the sound decibel information is not limited, and those skilled in the art can design according to the specific design. The requirement is set, wherein, preferably, the first processing module 2 is set to be specifically used for:
获取与所述声音分贝信息相对应的第二语音信息中的音色信息；Acquiring tone color information in the second voice information corresponding to the sound decibel information;
若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
其中，对于第一处理模块2所实现的操作步骤的实现过程以及实现效果与上述实施例十一中的步骤S3051-S3053实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the operation steps implemented by the first processing module 2 are the same as the implementation process and the implementation effects of the steps S3051-S3053 in the foregoing eleventh embodiment. For details, refer to the above statement, and details are not described herein again. .
实施例二十八Example twenty eight
在上述实施例二十六的基础上，继续参考附图13可知，所述第一处理模块2，还用于：On the basis of the above-mentioned twenty-sixth embodiment, with reference to FIG. 13, the first processing module 2 is further configured to:
在获取与所述声音分贝信息相对应的第二语音信息中的音色信息之后，若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与所述第一标准音色信息进行分析对比，若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话；After acquiring the timbre information in the second voice information corresponding to the sound decibel information, if the timbre information does not match the second standard timbre information, the timbre information and the first standard timbre are The information is analyzed and compared, and if the timbre information matches the first standard timbre information, the candidate is confirmed to have a dialogue;
还包括：Also includes:
提取模块5，用于提取考生对话信息中的关键字信息；The extracting module 5 is configured to extract keyword information in the candidate dialogue information;
所述第一处理模块2，还用于根据所述关键字信息确认考生是否作弊。 The first processing module 2 is further configured to confirm, according to the keyword information, whether the candidate is cheating.
其中，对于提取模块5的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再赘述；另外，该第一处理模块2和提取模块5所实现的上述步骤的实现过程以及实现效果与上述实施例十二中的步骤S3054-S3057的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the extraction module 5 is not limited, and can be set by a person skilled in the art according to specific design requirements, as long as the above-mentioned functional effects can be achieved, and details are not described herein. In addition, the first processing module 2 and The implementation process and the implementation effect of the above-mentioned steps implemented by the extraction module 5 are the same as the implementation process and the implementation of the steps S3054-S3057 in the foregoing embodiment 12. For details, refer to the above description, and details are not described herein again.
通过提取模块5提取对话信息中的关键字信息，并通过第一处理模块2来判断考生是否作弊的目的是防止对考生产生误判或者错判的情况，如声音来源为考生咳嗽、打喷嚏等人体正常的生理反应，那么可以准确地判断考生此时没有作弊；若声音来源为考生进行了有关考试的对话，那么可以准确地确认考生此时作弊；那么通过提取关键字信息可以准确地判断考生是否作弊，提高了该系统使用的稳定可靠性。The keyword information in the dialog information is extracted by the extraction module 5, and the purpose of determining whether the candidate is cheating by the first processing module 2 is to prevent the misjudgment or misjudgment of the candidate, such as the source of the voice being a cough, sneezing, etc. The normal physiological response of the human body can accurately judge that the candidate has not cheated at this time; if the source of the sound is a conversation about the test, the candidate can be accurately confirmed to cheating at this time; then the candidate can be accurately judged by extracting the keyword information. Whether cheating or not improves the stability and reliability of the system.
实施例二十九Example twenty nine
在上述实施例二十八的基础上，继续参考附图13可知，本技术方案对于第一处理模块2具体根据关键字信息确认考生是否作弊的判断方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将第一处理模块，设置为具体用于：On the basis of the above-mentioned embodiment 28, with reference to FIG. 13 , the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating according to the keyword information, and the person skilled in the art can The design requirements are set, wherein, preferably, the first processing module is set to be specifically used for:
若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the conversation information, the candidate is confirmed to be cheating.
其中，对于第一处理模块2所实现的操作步骤的实现过程以及实现效果与上述实施例十三中的步骤S30571-S30573实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the operation steps implemented by the first processing module 2 are the same as the implementation process and the implementation effects of the steps S30571-S30573 in the thirteenth embodiment. For details, refer to the above statement, and details are not described herein again. .
通过第一处理模块2对对话信息中是否存在与关键字相匹配的考试相关信息的判断，进一步对考生是否发生作弊进行了准确判断，避免了对考生产生误判或者错判的情况，进一步提高了该系统的实用性。Through the first processing module 2, whether there is any test related information matching the keyword in the dialog information, the candidate is further accurately judged whether the candidate has cheated, thereby avoiding the misjudgment or misjudgment of the candidate, and further improving The practicality of the system.
实施例三十Example thirty
图15为本发明实施例三提供的网络测试防作弊的系统的结构示意图；在上述实施例的基础上，参考附图15可知，在考生进行考试的过程中，由于考试终端为考生自己所准备的设备，较为常见的为考生自己的笔记本电脑或者 台式电脑等，一般情况下，该考试终端具有联网功能，因此，为了避免考生通过网络查询或者网络咨询的方式产生作弊的情况，该系统，还包括：15 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 3 of the present invention; on the basis of the foregoing embodiment, referring to FIG. 15, in the process of taking a test, the test terminal is prepared for the candidate himself. Equipment, more common for candidates' own laptops or For desktop computers, etc., in general, the test terminal has a networking function. Therefore, in order to prevent candidates from cheating through network query or network consultation, the system also includes:
第三获取模块6，用于获取答题终端的上网数据；The third obtaining module 6 is configured to obtain online data of the answering terminal;
所述提取模块5，还用于提取上网数据中的关键字信息；The extracting module 5 is further configured to extract keyword information in the online data;
第三处理模块7，用于若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。The third processing module 7 is configured to confirm that the candidate cheated if there is test related information matching the keyword information in the online data.
其中，对于第三获取模块6和第三处理模块7的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再赘述；另外，该第三获取模块6、提取模块5以及第三处理模块7所实现的上述步骤的实现过程以及实现效果与上述实施例十四中的步骤S401-S405的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the third obtaining module 6 and the third processing module 7 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein; The implementation process and the implementation effect of the foregoing steps implemented by the third obtaining module 6, the extracting module 5, and the third processing module 7 are the same as those of the steps S401-S405 in the above-mentioned fourteenth embodiment, and specifically Reference is made to the above statement and will not be repeated here.
通过第三处理模块7对上网数据的进一步判断，避免了对考生通过网络查询或者网络咨询的形式进行作弊情况的产生错判或者误判；进一步保证了考生的公平、公正性，提高了该系统的防止考生作弊的稳定可靠性。Further judgment of the online data by the third processing module 7 avoids the misjudgment or misjudgment of the cheating situation by the candidate in the form of network inquiry or network consultation; further ensuring the fairness and impartiality of the candidate and improving the system Prevent the stability and reliability of candidates cheating.
实施例三十一Embodiment 31
图16为本发明实施例四提供的网络测试防作弊的系统的结构示意图；在上述实施例的基础上，继续参考附图16可知，在考生进行网络测试的过程中，考生可以连接多个显示屏，并且可以把考试题目复制到另一个显示屏上，请求别人协同进行答复，为了避免考生采用上述方式进行作弊，将该系统设置为还包括：FIG. 16 is a schematic structural diagram of a network test anti-cheating system according to Embodiment 4 of the present invention; on the basis of the foregoing embodiment, with reference to FIG. 16, it can be seen that in the process of conducting a network test by the candidate, the candidate can connect multiple displays. Screen, and can copy the exam questions to another display, request others to coordinate the reply, in order to prevent candidates from cheating in the above way, the system is set to include:
第四获取模块8，用于获取答题终端所连接的显示设备的数量信息；The fourth obtaining module 8 is configured to obtain quantity information of the display device connected to the answering terminal;
第四处理模块9，用于若所述数量信息大于1，则获取所有显示设备的界面信息；The fourth processing module 9 is configured to acquire interface information of all display devices if the quantity information is greater than 1.
第四处理模块9，还用于根据所有显示设备的界面信息，确认考生是否作弊。The fourth processing module 9 is further configured to confirm whether the candidate is cheating according to the interface information of all the display devices.
其中，对于第四获取模块8和第四处理模块9的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再赘述；另外，该第四获取模块8和第四处理模块9所实现 的上述步骤的实现过程以及实现效果与上述实施例十五中的步骤S501-S505的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the fourth obtaining module 8 and the fourth processing module 9 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above functional effects can be achieved, and details are not described herein; The fourth obtaining module 8 and the fourth processing module 9 are implemented. The implementation process and the implementation of the above-mentioned steps are the same as the implementation process and the implementation of the steps S501-S505 in the above-mentioned Embodiment 15. For details, refer to the above description, and details are not described herein again.
通过第四处理模块9判断答题终端所连接的显示设备的数量信息，在显示设备的数目为多个时，则获取每个显示设备的界面信息，进一步根据界面信息判断考生是否作弊，提高了判断的准确可靠性，并且有效地避免了考生通过多个显示终端来进行作弊情况的产生，提高了考试的公平、公正性。The fourth processing module 9 determines the number information of the display device connected to the answering terminal. When the number of the display devices is multiple, the interface information of each display device is obtained, and the candidate is further judged according to the interface information, thereby improving the judgment. Accurate and reliable, and effectively avoid the occurrence of cheating by candidates through multiple display terminals, improving the fairness and impartiality of the test.
实施例三十二Example thirty-two
在上述实施例三十一的基础上，继续参考附图16可知，本技术方案对于第四处理模块9具体根据显示设备的界面信息，确认考生是否作弊的判断方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，可以设置为以下方式进行：On the basis of the foregoing thirty-first embodiment, with reference to FIG. 16 , the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating according to the interface information of the display device. It can be set according to specific design requirements. Among them, more preferably, it can be set as follows:
所述提取模块5，还用于提取每个显示设备的界面信息中的关键字信息；The extracting module 5 is further configured to extract keyword information in interface information of each display device;
所述第四处理模块8，具体用于：The fourth processing module 8 is specifically configured to:
若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If the interface information of the display device having more than one number includes test related information matching the keyword information, the candidate is confirmed to be cheating.
其中，对该第四获取模块8和提取模块5所实现的上述步骤的实现过程以及实现效果与上述实施例十六中的步骤S5051-S5052的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the foregoing steps performed by the fourth obtaining module 8 and the extracting module 5 are the same as the implementation process and the implementation effect of the steps S5051-S5052 in the foregoing sixteenth embodiment. For details, refer to the foregoing statement. , will not repeat them here.
本实施例提供的网络测试防作弊的系统，通过第四获取模块8获取答题终端所连接的显示设备的数量，并且存在大于1个显示设备的界面信息中包括考试相关信息时，则可以快速、准确的确认考生已经发生作弊，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。The network testing anti-cheating system provided in this embodiment obtains the number of display devices connected to the answering terminal through the fourth obtaining module 8, and when the interface information of more than one display device includes test related information, the method can be fast, Accurately confirm that the candidates have cheated, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of online interviews.
实施例三十三Example thirty three
本实施例提供了一种网络测试防作弊的设备，图17为本发明实施例一提供的网络测试防作弊的设备的结构示意图；如图17所示，该网络测试防作弊的设备包括：数据采集装置10和处理器11；This embodiment provides a network test for preventing cheating. FIG. 17 is a schematic structural diagram of a network test anti-cheating device according to Embodiment 1 of the present invention; as shown in FIG. 17, the network test anti-cheating device includes: Acquisition device 10 and processor 11;
所述数据采集装置10，用于实时获取考生的第一视频图像信息；The data collection device 10 is configured to acquire first video image information of a candidate in real time;
所述处理器11，用于执行根据所述第一视频图像信息，确认考生是否作 弊。The processor 11 is configured to perform, according to the first video image information, whether the candidate is determined to be Disadvantages.
其中，对于数据采集装置10和处理器11的具体结构不做限定，本领域技术人员可以根据具体的设计需求进行设置，只要能够实现上述功能效果即可，在此不再赘述；另外，该数据采集装置10和处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例一中的步骤S101-S502的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure of the data collection device 10 and the processor 11 is not limited, and those skilled in the art can set according to specific design requirements, as long as the above-mentioned functional effects can be achieved, and details are not described herein; The implementation process and the implementation of the above-mentioned steps are the same as those of the steps S101-S502 in the first embodiment. For details, refer to the above description, and details are not described herein again.
本实施例所提供的网络测试防作弊的设备，通过处理器11对获取的第一视频图像信息进行分析处理，可以快速、准确的确认考生是否发生作弊，如考生发生回头、离开座位、替考等作弊情况，准确的判断出来，进而有效的保证了考试的公平、公正性，并有效提高了面试的效率。The network testing anti-cheating device provided in this embodiment analyzes and processes the acquired first video image information by the processor 11, and can quickly and accurately confirm whether the candidate has cheated, such as the candidate turning back, leaving the seat, taking the test. Such as cheating, accurate judgment, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of the interview.
实施例三十四Embodiment thirty four
在上述实施例三十三的基础上，继续参考附图17可知，为了进一步对考生是否为本人参考考试进行有效确认，将数据采集装置10，设置为还用于：Based on the thirty-third embodiment above, with reference to FIG. 17, it can be seen that, in order to further validate whether the candidate is a reference test for the person, the data collection device 10 is further configured to:
在所述实时获取考生的第一视频图像信息之前，实时获取考生的第二视频图像信息；Acquiring the second video image information of the candidate in real time before the first video image information of the candidate is obtained in real time;
所述处理器11，还用于执行根据所述第二视频图像信息确认考生是否为本人参加考试。The processor 11 is further configured to perform, according to the second video image information, whether the candidate is taking the test for the person.
其中，该数据采集装置10和处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例二中的步骤S001-S002的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the foregoing steps implemented by the data collection device 10 and the processor 11 are the same as the implementation process and the implementation effects of the steps S001-S002 in the second embodiment. For details, refer to the above statement. No longer.
本实施例所提供的网络测试防作弊的设备，通过处理器11对获取的第二视频图像信息确认考生是否为本人参加考试，可以快速、准确的确认考生是否发生替考作弊的行为，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。The network test anti-cheating device provided in this embodiment determines whether the candidate is taking the test for the second video image information obtained by the processor 11, and can quickly and accurately confirm whether the candidate has cheated in the test, thereby effectively It guarantees the fairness and impartiality of the test and effectively improves the efficiency of online interviews.
实施例三十五Example thirty-fifth
在上述实施例三十四的基础上，继续参考附图17可知，对于处理器11根据所述第二视频图像信息确认考生是否为本人参加考试的确认方式不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的， 将处理器11，设置为具体用于执行：On the basis of the above-mentioned thirty-fourth embodiment, with reference to FIG. 17, it can be seen that the processor 11 confirms whether the candidate confirms whether or not the candidate is taking the test according to the second video image information, and those skilled in the art can Specific design requirements are set, among which, more preferably, The processor 11 is set to be specifically executed:
根据所述第二视频图像信息获取多张连续帧的图像信息；Acquiring image information of a plurality of consecutive frames according to the second video image information;
若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。If the matching degree between each image information and the standard image information is less than the preset threshold, the confirmation test is a non-candidate's own test.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例三中的步骤S0021-S0023的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S0021-S0023 in the foregoing Embodiment 3. For details, refer to the foregoing content, and details are not described herein again.
本实施例所提供的网络测试防作弊的设备，通过处理器11将每张图像信息与标准图像信息的匹配度与预设阈值进行比较，若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试，可以快速、准确的确认考生是否发生替考作弊的行为，保准了判断的速度和准确率，进而提高了该设备的实用性。The network test anti-cheating device provided in this embodiment compares the matching degree between each image information and the standard image information with a preset threshold by the processor 11, if the matching degree between each image information and the standard image information is less than By setting the threshold, it is confirmed that the test is a non-candidate's own test, which can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the judgment, thereby improving the practicability of the device.
实施例三十六Example thirty-six
在上述实施例三十四的基础上，继续参考附图17可知，为了进一步判断考生在考试过程中是否发生作弊，将该系统还能够具有以下功能，具体的，On the basis of the above-mentioned thirty-fourth embodiment, with reference to FIG. 17, it can be seen that in order to further determine whether the candidate has cheated during the examination, the system can also have the following functions, specifically,
所述数据采集装置10，还用于实时获取考生的第一语音信息；The data collection device 10 is further configured to acquire the first voice information of the candidate in real time;
所述处理器11，还用于执行根据所述第一语音信息确认考生是否为本人参加考试。The processor 11 is further configured to perform, according to the first voice information, whether the candidate is taking the test for the person.
其中，该数据采集装置10和处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例四中的步骤S0024-S0025的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the foregoing steps implemented by the data collection device 10 and the processor 11 are the same as the implementation process and the implementation effects of the steps S0024-S0025 in the fourth embodiment. For details, refer to the above statement. No longer.
本实施例所提供的网络测试防作弊的设备，增加数据采集装置10获取考生的第一语音信息，并利用处理器11根据第一语音信息进一步确认考生是否为本人参加考试，由于增加了一个判断的因素，因此，使得对考生是否本人考生的判断更加准确、可靠，降低了误判断的概率，提高了该设备使用的准确可靠性。The network testing anti-cheating device provided by the embodiment increases the data collecting device 10 to obtain the first voice information of the candidate, and uses the processor 11 to further confirm whether the candidate participates in the test according to the first voice information, because a judgment is added. The factors, therefore, make the judges' judgments of their own candidates more accurate and reliable, reduce the probability of misjudgment, and improve the accuracy and reliability of the device.
实施例三十七Example thirty seven
在上述实施例三十六的基础上，继续参考附图17可知，本技术方案对于 处理器11根据第一语音信息确认考生是否为本人参加考试的具体确认方法不做限定，其中，较为优选的，将处理器，设置为具体用于执行：Based on the thirty-sixth embodiment described above, with continued reference to FIG. 17, the technical solution is The specific confirmation method for the processor 11 to confirm whether the candidate is taking the test for the test according to the first voice information is not limited. Preferably, the processor is configured to be specifically configured to perform:
根据所述第一语音信息获取考生的音色信息；Acquiring the timbre information of the candidate according to the first voice information;
若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，If the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例五中的步骤S0026-S0029的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the foregoing steps implemented by the processor 11 are the same as the implementation process and the implementation of the steps S0026-S0029 in the foregoing Embodiment 5. For details, refer to the foregoing content, and details are not described herein again.
通过处理器11对获取的具体的音色信息进行分析判断，由于不同的人具有不同的音色信息，因此，通过对音色信息的判断，可以很轻松、容易地对考生是否为本人参加考试进行判断，并且提高了判断的准确可靠性。The processor 11 analyzes and judges the obtained specific timbre information. Since different people have different timbre information, it is easy and easy to judge whether the candidate is taking the test by judging the timbre information. And improve the accuracy and reliability of the judgment.
实施例三十八Example thirty eight
在上述实施例三十六的基础上，继续参考附图17可知，本技术方案中对于获取考生的第一语音信息的前提条件不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以设置为在考生进行考试之间就获取考生的第一语音信息，以可以更早更快地实现对考生进行身份的识别、判断，或者，较为优选的，将所述处理器11，设置为还用于执行：On the basis of the foregoing thirty-sixth embodiment, with reference to FIG. 17, it can be seen that the preconditions for obtaining the first voice information of the candidate are not limited in the technical solution, and those skilled in the art can set according to specific design requirements. For example, the first voice information of the candidate can be obtained between the candidates to take the test, so that the identification and judgment of the identity of the candidate can be realized earlier and faster, or, more preferably, the processor 11 is set. Also used for execution:
在所述根据所述第一语音信息获取考生的音色信息之前，若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。Before the timbre information of the candidate is obtained according to the first voice information, if the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information. .
通过上述获取考生的第一语音信息的前提，有效地将通过第一语音信息进行分析判断与通过图像信息进行分析判断进行了结合，进而提高了判断的准确性；具体的，处理器11在对每张图像信息与标准图像信息的匹配度与预设阈值进行比较之后，若每张图片信息与标准图像信息的匹配度均大于或等于预设阈值，则说明，通过图像信息的分析处理过程可知，考生为本人参加考试，这时，有可能会存在他人通过化妆、易容或者携带考生照片来冒充考生进行考试的情况，这时，由于光线、或者获取图像信息的清晰程度等原因， 对出现的上述替考情况产生误判断，因此，为了防止对上述情况的误判断，进一步获取考生的音色信息，以再次通过音色信息对考生是否为本人参加考试进行进一步判断，减少了误判情况的产生，进而提高了该设备使用的稳定可靠性。Through the above premise of obtaining the first voice information of the candidate, the analysis and judgment by the first voice information and the analysis and judgment by the image information are effectively combined, thereby improving the accuracy of the judgment; specifically, the processor 11 is in the right After the matching degree between each image information and the standard image information is compared with the preset threshold, if the matching degree of each picture information and the standard image information is greater than or equal to the preset threshold, it is known that the analysis process of the image information is known. Candidates take the test for themselves. At this time, there may be cases where others pretend to take the test through makeup, easy to carry or carry the photo of the candidate. At this time, due to light, or the clarity of the image information, etc., In order to prevent the above-mentioned situation from being misjudged, in order to prevent misjudgment of the above situation, the timbre information of the candidate is further obtained, and the timbre information is used to further judge whether the candidate is taking the test for himself, thereby reducing the misjudgment. The generation of the device improves the reliability of the device.
实施例三十九Example thirty nine
在上述实施例三十三的基础上，继续参考附图17可知，，随着科学技术的不断发展和进步，现在的作弊手段越来越多，如在考生考试过程中通过与外部进行通信来实现作弊的情况屡见不鲜，并且，随着科学技术的进步，通讯装置也越来越精巧，越来越隐蔽；如考生携带蓝牙耳机、无线耳机与外部进行通讯；因此，为了避免考生采用上述情况进行作弊，将处理器11，设置为具体用于执行：On the basis of the thirty-third embodiment above, with reference to FIG. 17, it can be seen that with the continuous development and advancement of science and technology, there are more and more means of cheating now, such as communicating with the outside during the examination of candidates. It is not uncommon to achieve cheating, and with the advancement of science and technology, communication devices are becoming more and more sophisticated and more concealed; for example, candidates carry Bluetooth headsets and wireless headsets to communicate with the outside; therefore, in order to avoid candidates using the above situation Cheating, set the processor 11, specifically for execution:
通过所述第一视频图像信息获取考生的耳廓形状信息；Obtaining auricle shape information of the candidate through the first video image information;
若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认考生作弊。If the auricle shape information does not match the preset standard auricle shape information, the candidate is confirmed to be cheating.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例七中的步骤S1011-S1014的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S1011-S1014 in the foregoing seventh embodiment. For details, refer to the foregoing content, and details are not described herein again.
本实施例提供的网络测试防作弊的设备，处理器11通过第一视频图像信息获取考生的耳廓形状信息，将耳廓形状信息与标准耳廓形状信息进行分析对比，若耳廓形状信息与标准耳廓形状信息不匹配，则说明考生的耳部带有通讯装置(如耳机、蓝牙耳机、无线耳机等)等异物，进而确认考生作弊，进而有效的克服了现在不能够准确判断考生是否存在借助通讯装置(如耳机、蓝牙耳机、无线耳机等)与外界进行通讯的作弊现象，保证了考试的公平、公正性，进一步提高了面试的效率。In the network test anti-cheating device provided by the embodiment, the processor 11 acquires the auricle shape information of the candidate through the first video image information, and analyzes and compares the auricle shape information with the standard auricle shape information, if the auricle shape information and If the standard auricle shape information does not match, the candidate's ear has a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.), thereby confirming the cheating of the candidate, thereby effectively overcoming the fact that the candidate cannot be accurately judged now. The cheating phenomenon of communication with the outside world by means of communication devices (such as headphones, Bluetooth headsets, wireless headsets, etc.) ensures the fairness and impartiality of the examination and further improves the efficiency of the interview.
实施例四十Example forty
在上述实施例的基础上，继续参考附图17可知，本技术方案对于处理器11具体判断考生是否存在离开座位而发生作弊的情况不做限定，其中，较为优选的，将处理器11，设置为还用于执行： On the basis of the above-mentioned embodiments, with reference to FIG. 17, the technical solution of the present invention is not limited to the case where the processor 11 specifically determines whether the candidate has a problem of leaving the seat, and the processor 11 is preferably set. Also used for execution:
对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；Performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
对所述消失时间段进行分析，确认考生是否作弊。The disappeared time period is analyzed to confirm whether the candidate is cheating.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例八中的步骤S201-S202的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S201-S202 in the foregoing embodiment 8. For details, refer to the foregoing content, and details are not described herein again.
实施例四十一Example 41
在上述实施例四十的基础上，继续参考附图17可知，本技术方案对于通过处理器11对消失时间段的具体分析方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将处理器，设置为具体用于执行：On the basis of the foregoing fortyth embodiment, with reference to FIG. 17, the technical solution of the present invention is not limited to the specific analysis method for the disappearing time period by the processor 11, and those skilled in the art can set according to specific design requirements. Preferably, the processor is set to be specifically executed:
若所述消失时间段大于预设时间段，则确认考生作弊；或者，If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。If the disappearing time period is less than or equal to the preset time period, the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例九中的步骤S2021-S2023的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S2021-S2023 in the foregoing embodiment 9. For details, refer to the foregoing content, and details are not described herein again.
通过对考生消失时间段的具体分析，确认了考生是否在该消失时间段内发生了作弊现象，若消失时间段较长，则确认考生发生作弊，若消失时间段较短，则通过对再次出现的考生进一步确认是否为本人继续参加考试进行判断，避免了中途出现替考的情况，提高了该设备的实用性，进一步保证了考试的公平、公正性。Through the specific analysis of the candidate's disappearing time period, it is confirmed whether the candidate has cheated in the disappearing time period. If the disappearing time period is longer, the candidate is confirmed to have cheated. If the disappearing time period is shorter, the pair appears again. Candidates further confirm whether they continue to take the test to judge, avoiding the situation of taking the test in the middle, improving the practicality of the equipment, and further ensuring the fairness and impartiality of the test.
实施例四十二Example forty two
在上述实施例的基础上，继续参考附图17可知，在考生进行网络测试时，对于周围的考试环境也存在一定的要求，如若考生所在的考试环境为较为繁华、嘈杂的环境，那么对于该方法的判断处理可能会造成影响，为了避免该方法出现误判或者对判断处理过程造成影响情况的产生，将该系统设置为： On the basis of the above embodiments, with reference to FIG. 17, it can be seen that when the candidate conducts the network test, there are certain requirements for the surrounding test environment. For example, if the test environment of the candidate is a more prosperous and noisy environment, then The judgment process of the method may have an impact. In order to avoid the misjudgment of the method or the influence of the judgment process, the system is set to:
所述数据采集装置10，还用于实时获取考生在答题时的第二语音信息；The data collection device 10 is further configured to acquire, in real time, the second voice information of the candidate when answering the question;
所述处理器11，还用于执行根据所述第二语音信息获取考试环境的声音分贝信息；The processor 11 is further configured to perform sound decibel information for acquiring an examination environment according to the second voice information;
若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，If the sound decibel information is greater than the preset standard sound decibel information, the candidate is confirmed to be cheating; or,
若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。If the sound decibel information is less than or equal to the standard sound decibel information, the source of the sound decibel information is determined to confirm whether the candidate is cheating.
其中，该数据采集装置10和处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例十中的步骤S301-S305的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the foregoing steps implemented by the data collection device 10 and the processor 11 are the same as the implementation process and the implementation effects of the steps S301-S305 in the foregoing tenth embodiment. For details, refer to the above statement. No longer.
通过处理器11对考试环境的声音分贝信息的判断，对考生所在考试的环境进行了准确判断，以避免考生在较为嘈杂的环境中进行考试时，对考生是否发生作弊的情况产生误判或者错判的情况；若考试环境满足预设标准的话，但是在考试过程中因为检测到了声音分贝信息，因此，需要进一步对声音分贝信息的来源进行确认，以进一步确认考生是否发生作弊；提高了该设备的参考判断因素，进而提高了对考生是否发生作弊的判断的准确可靠性。Through the judgment of the sound decibel information of the test environment by the processor 11, the environment of the tester's test is accurately judged to avoid the misjudgment or wrong of the candidate's cheating when the test is conducted in a relatively noisy environment. The situation of the judgment; if the test environment meets the preset criteria, but the sound decibel information is detected during the test, it is necessary to further confirm the source of the sound decibel information to further confirm whether the candidate has cheated; The reference judgment factor further improves the accuracy and reliability of the judge's judgment on whether or not cheating occurs.
实施例四十三Example forty three
在上述实施例四十二的基础上，继续参考附图17可知，本技术方案对于处理器11具体判断声音分贝信息来源的实现过程不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将处理器11，设置为具体用于执行：On the basis of the foregoing forty-second embodiment, with reference to FIG. 17, the technical solution of the present invention is not limited to the implementation process of the processor 11 for determining the source of the sound decibel information, and those skilled in the art can set according to specific design requirements. Wherein, more preferably, the processor 11 is set to be specifically configured to execute:
获取与所述声音分贝信息相对应的第二语音信息中的音色信息；Acquiring tone color information in the second voice information corresponding to the sound decibel information;
若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例十一中的步骤S3051-S3053的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S3051-S3053 in the foregoing eleventh embodiment. For details, refer to the foregoing content, and details are not described herein again.
实施例四十四Embodiment 44
在上述实施例四十三的基础上，继续参考附图17可知，将处理器11， 设置为还用于执行：Based on the forty-third embodiment described above, with reference to FIG. 17, the processor 11, Set to also be used to execute:
在获取与所述声音分贝信息相对应的第二语音信息中的音色信息之后，若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与所述第一标准音色信息进行分析对比，若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话；After acquiring the timbre information in the second voice information corresponding to the sound decibel information, if the timbre information does not match the second standard timbre information, the timbre information and the first standard timbre are The information is analyzed and compared, and if the timbre information matches the first standard timbre information, the candidate is confirmed to have a dialogue;
提取考生对话信息中的关键字信息；Extract keyword information in candidate dialogue information;
根据所述关键字信息确认考生是否作弊。The candidate is confirmed to be cheat based on the keyword information.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例十二中的步骤S3054-S3057的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S3054-S3057 in the foregoing embodiment 12. For details, refer to the foregoing description, and details are not described herein again.
利用处理器11通过提取对话信息中的关键字信息来判断考生是否作弊的目的是防止对考生产生误判或者错判的情况，如声音来源为考生咳嗽、打喷嚏等人体正常的生理反应，那么可以准确地判断考生此时没有作弊；若声音来源为考生进行了有关考试的对话，那么可以准确地确认考生此时作弊；那么通过提取关键字信息可以准确地判断考生是否作弊，提高了该设备使用的稳定可靠性。The purpose of using the processor 11 to extract the keyword information in the conversation information to determine whether the candidate is cheating is to prevent the misjudgment or misjudgment of the candidate, such as the sound source is the normal physiological reaction of the human body such as coughing, sneezing, etc. It can be accurately judged that the candidate has not cheated at this time; if the source of the sound is a conversation about the test, the candidate can be accurately confirmed to cheating at this time; then by extracting the keyword information, the candidate can be accurately judged whether or not the cheating is improved, and the device is improved. Stable reliability for use.
实施例四十五Example forty five
在上述实施例四十四的基础上，继续参考附图17可知，本技术方案对于利用处理器11具体根据关键字信息确认考生是否作弊的判断方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将处理器，设置为具体用于执行：On the basis of the above-mentioned fourteenth embodiment, with reference to FIG. 17, the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating based on the keyword information, and the person skilled in the art can The design requirements are set, wherein, preferably, the processor is set to be specifically executed:
若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the conversation information, the candidate is confirmed to be cheating.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例十三中的步骤S30571-S30573的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S30571-S30573 in the foregoing thirteenth embodiment. For details, refer to the above description, and details are not described herein again.
通过处理器11对对话信息中是否存在与关键字相匹配的考试相关信息的判断，进一步对考生是否发生作弊进行了准确判断，避免了对考生产生误判或者错判的情况，提高了该设备的实用性。 The processor 11 determines whether there is any test related information matching the keyword in the dialog information, and further accurately judges whether the candidate has cheated, thereby avoiding the misjudgment or misjudgment of the candidate, and improving the device. Practicality.
实施例四十六Example forty six
在上述实施例的基础上，继续参考附图17可知，在考生进行考试的过程中，由于考试终端为考生自己所准备的设备，较为常见的为考生自己的笔记本电脑或者台式电脑等，一般情况下，该考试终端具有联网功能，因此，为了避免考生通过网络查询或者网络咨询的方式产生作弊的情况，将该设置设置为还可以具有以下功能，具体的：On the basis of the above embodiments, with reference to FIG. 17, it can be seen that in the process of taking the test for the candidates, since the test terminal is the equipment prepared by the candidates themselves, it is more common for the tester's own laptop or desktop computer, etc. The test terminal has a networking function. Therefore, in order to prevent candidates from cheating through network query or network consultation, setting the setting to have the following functions, specifically:
所述数据采集装置10，还用于获取答题终端的上网数据；The data collection device 10 is further configured to obtain online data of the answering terminal;
所述处理器11，还用于执行：The processor 11 is further configured to:
提取上网数据中的关键字信息；Extract keyword information in the Internet data;
若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the online data, the candidate is confirmed to be cheating.
其中，该数据采集装置10和处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例十四中的步骤S401-S405的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation effect of the foregoing steps implemented by the data collection device 10 and the processor 11 are the same as the implementation process and the implementation effects of the steps S401-S405 in the above-mentioned fourteenth embodiment. For details, refer to the above statement. This will not be repeated here.
通过处理器11对上网数据的进一步判断，避免了对考生通过网络查询或者网络咨询的形式进行作弊情况的产生错判或者误判；进一步保证了考生的公平、公正性，提高了该设备的防止考生作弊的稳定可靠性。Further judgment of the online data by the processor 11 avoids misjudgment or misjudgment of the cheating situation of the candidate through the network query or the network consultation; further ensures the fairness and impartiality of the candidate, and improves the prevention of the device. The stability and reliability of candidates cheating.
实施例四十七Example forty seven
在上述实施例的基础上，继续参考附图17可知，在考生进行网络测试的过程中，考生可以连接多个显示屏，并且可以把考试题目复制到另一个显示屏上，请求别人协同进行答复，为了避免考生采用上述方式进行作弊，将该设置为还可以具有以下功能，具体的：On the basis of the above embodiments, with reference to FIG. 17, it can be seen that in the process of conducting a network test by the candidate, the candidate can connect multiple display screens, and can copy the test questions to another display screen, requesting others to coordinately reply. In order to prevent candidates from cheating in the above manner, the setting may also have the following functions, specifically:
所述数据采集装置10，还用于获取答题终端所连接的显示设备的数量信息；The data collection device 10 is further configured to obtain the quantity information of the display device connected to the answering terminal;
所述处理器11，还用于执行：The processor 11 is further configured to:
若所述数量信息大于1，则获取所有显示设备的界面信息；If the quantity information is greater than 1, acquiring interface information of all display devices;
根据所有显示设备的界面信息，确认考生是否作弊。Confirm the candidate's cheating based on the interface information of all display devices.
其中，该数据采集装置10和处理器11所实现的上述步骤的实现过程以 及实现效果与上述实施例十五中的步骤S501-S505的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process of the foregoing steps implemented by the data collection device 10 and the processor 11 is And the implementation effect is the same as the implementation process and the implementation effect of the steps S501-S505 in the fifteenth embodiment. For details, refer to the foregoing content, and details are not described herein again.
通过处理器11判断答题终端所连接的显示设备的数量信息，在显示设备的数目为多个时，则获取每个显示设备的界面信息，进一步根据界面信息判断考生是否作弊，提高了判断的准确可靠性，并且有效地避免了考生通过多个显示终端来进行作弊情况的产生，提高了考试的公平、公正性。The processor 11 determines the number information of the display devices connected to the answering terminal. When the number of the display devices is multiple, the interface information of each display device is obtained, and the candidate is further judged according to the interface information, thereby improving the accuracy of the judgment. Reliability, and effectively avoids the occurrence of cheating by candidates through multiple display terminals, improving the fairness and impartiality of the test.
实施例四十八Example forty eight
在上述实施例四十七的基础上，继续参考附图17可知，本技术方案对于处理器11具体根据显示设备的界面信息，确认考生是否作弊的判断方法不做限定，本领域技术人员可以根据具体的设计需求进行设置，其中，较为优选的，将处理器，设置为具体用于执行：On the basis of the foregoing forty-seventh embodiment, with reference to FIG. 17, the technical solution of the present invention is not limited to the method for determining whether the candidate is cheating according to the interface information of the display device, and those skilled in the art can Specific design requirements are set, wherein, preferably, the processor is set to be specifically used for execution:
提取每个显示设备的界面信息中的关键字信息；Extracting keyword information in interface information of each display device;
若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If the interface information of the display device having more than one number includes test related information matching the keyword information, the candidate is confirmed to be cheating.
其中，该处理器11所实现的上述步骤的实现过程以及实现效果与上述实施例十六中的步骤S5051-S5052的实现过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The implementation process and the implementation of the foregoing steps of the processor 11 are the same as the implementation process and the implementation of the steps S5051-S5052 in the foregoing embodiment 16. For details, refer to the foregoing content, and details are not described herein again.
本实施例提供的网络测试防作弊的设备，通过处理器11获取答题终端所连接的显示设备的数量，并且存在大于1个显示设备的界面信息中包括考试相关信息时，则可以快速、准确的确认考生已经发生作弊，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。The network testing anti-cheating device provided in this embodiment obtains the number of display devices connected to the answering terminal through the processor 11, and when the interface information of more than one display device includes test related information, the method can be fast and accurate. Confirm that the candidates have cheated, and thus effectively ensure the fairness and impartiality of the test, and effectively improve the efficiency of online interviews.
实施例四十九Example forty-nine
本实施例提供了一种存储介质，具体的，该存储介质内存储有程序代码，当所述程序代码运行时，会执行网络测试防作弊的方法，该方法具体包括：The embodiment provides a storage medium. Specifically, the storage medium stores program code. When the program code is running, the network test is performed to prevent cheating. The method specifically includes:
实时获取考生的第一视频图像信息；Obtaining the first video image information of the candidate in real time;
根据所述第一视频图像信息，确认考生是否作弊。Based on the first video image information, it is confirmed whether the candidate is cheating.
其中，对于存储介质的具体结构以及表现形式不做限定，本领域技术人员可以根据具体的设计需求进行设置，如可以将存储介质设置为U盘、硬盘、 移动终端、CD光盘等等形式，只要能够实现上述功能效果即可，在此不再赘述；另外，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例一中的步骤S101-S102的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The specific structure and the form of the storage medium are not limited, and those skilled in the art can set according to specific design requirements, for example, the storage medium can be set as a USB flash drive or a hard disk. In the form of a mobile terminal, a CD-ROM, or the like, as long as the above-mentioned functional effects can be achieved, it will not be described herein; in addition, the operation process and the implementation effect of the method that can be realized at the time of running the program code stored in the storage medium are The operations and the implementations of the steps S101-S102 in the first embodiment are the same. For details, refer to the above description, and details are not described herein again.
本实施例所提供的存储介质，通过运行其内部存储的程序代码可以实现对获取的第一视频图像信息进行分析处理，并可以快速、准确的确认考生是否发生作弊，如考生发生回头、离开座位、替考等作弊情况，准确的判断出来，进而有效的保证了考试的公平、公正性，并有效提高了面试的效率。The storage medium provided in this embodiment can realize the analysis and processing of the acquired first video image information by running the program code stored therein, and can quickly and accurately confirm whether the candidate has cheated, such as the candidate turning back and leaving the seat. The cheating situation, such as taking the test, is accurately judged, which effectively guarantees the fairness and impartiality of the test and effectively improves the efficiency of the interview.
实施例五十Example fifty
在上述实施例四十九的基础上，在运行存储在存储介质中的程序代码时，还可以实现，在所述实时获取考生的第一视频图像信息之前，所述方法还包括：On the basis of the foregoing forty-ninth embodiment, when the program code stored in the storage medium is run, the method further includes: before the acquiring the first video image information of the candidate in real time, the method further includes:
实时获取考生的第二视频图像信息；Acquiring the second video image information of the candidate in real time;
根据所述第二视频图像信息确认考生是否为本人参加考试。Confirming whether the candidate is taking the test for himself according to the second video image information.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例二中的步骤S001-S002的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium are the same as the operation process and the implementation result of the steps S001-S002 in the second embodiment. For details, refer to the above statement. , will not repeat them here.
本实施例所提供的存储介质，通过运行程序代码可以实现对获取的第二视频图像信息确认考生是否为本人参加考试，可以快速、准确的确认考生是否发生替考作弊的行为，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。The storage medium provided in this embodiment can realize whether the candidate is taking the test for the second video image information obtained by running the program code, and can quickly and accurately confirm whether the candidate has cheated in the test, thereby effectively ensuring The fairness and impartiality of the exams have effectively improved the efficiency of online interviews.
实施例五十一Embodiment 51
在上述实施例五十的基础上，在运行存储在存储介质中的程序代码时，还可以实现，根据所述第二视频图像信息确认考生是否为本人参加考试，具体包括：On the basis of the above-mentioned embodiment 50, when the program code stored in the storage medium is run, it is also possible to confirm whether the candidate is taking the test for the person according to the second video image information, and specifically includes:
根据所述第二视频图像信息获取多张连续帧的图像信息；Acquiring image information of a plurality of consecutive frames according to the second video image information;
若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。 If the matching degree between each image information and the standard image information is less than the preset threshold, the confirmation test is a non-candidate's own test.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例三中的步骤S0021-S0023的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium are the same as the operation process and the implementation effect of the steps S0021-S0023 in the third embodiment. For details, refer to the above statement. , will not repeat them here.
本实施例所提供的存储介质，通过运行程序代码可以实现将每张图像信息与标准图像信息的匹配度与预设阈值进行比较，若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试，可以快速、准确的确认考生是否发生替考作弊的行为，保准了判断的速度和准确率，进而提高了该存储介质的实用性。The storage medium provided in this embodiment can compare the matching degree between each image information and the standard image information with a preset threshold by running the program code, if the matching degree between each image information and the standard image information is less than a preset. The threshold value confirms that the test is a non-candidate's own test, which can quickly and accurately confirm whether the candidate has cheated in the test, and ensure the speed and accuracy of the judgment, thereby improving the practicality of the storage medium.
实施例五十二Example fifty-two
在上述实施例的基础上，当运行存储介质中的程序代码时，还可以实现在所述实时获取考生的第一视频图像信息之前，所述方法还包括：On the basis of the foregoing embodiment, when the program code in the storage medium is run, the method further includes: before the acquiring the first video image information of the candidate in real time, the method further includes:
实时获取考生的第一语音信息；Obtaining the first voice information of the candidate in real time;
根据所述第一语音信息确认考生是否为本人参加考试。Confirming whether the candidate is taking the test for himself according to the first voice information.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例四中的步骤S0024-S0025的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium are the same as the operation process and the implementation result of the steps S0024-S0025 in the fourth embodiment. For details, refer to the above statement. , will not repeat them here.
本实施例所提供的存储介质，通过运行程序代码可以实现增加获取考生的第一语音信息，并根据第一语音信息进一步确认考生是否为本人参加考试，由于增加了一个判断的因素，因此，使得对考生是否本人考生的判断更加准确、可靠，降低了误判断的概率，提高了该存储介质使用的准确可靠性。The storage medium provided in this embodiment can increase the first voice information of the candidate by running the program code, and further confirm whether the candidate participates in the test according to the first voice information, because a factor of judgment is added, thereby making The judgment of the candidate is more accurate and reliable, which reduces the probability of misjudgment and improves the accuracy and reliability of the storage medium.
实施例五十三Example fifty three
在上述实施例五十二的基础上，当运行存储介质中的程序代码时，还可以实现，根据所述第一语音信息确认考生是否为本人参加考试，具体包括：On the basis of the above-mentioned embodiment 52, when the program code in the storage medium is run, it is also possible to confirm whether the candidate is taking the test for the person according to the first voice information, which specifically includes:
根据所述第一语音信息获取考生的音色信息；Acquiring the timbre information of the candidate according to the first voice information;
若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，If the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。 If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例五中的步骤S0026-S0029的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation result of the steps S0026-S0029 in the above-mentioned Embodiment 5, and the specific content can be referred to the above statement. , will not repeat them here.
通过运行存储在存储介质中的程序代码可以实现对获取的具体的音色信息进行分析判断，由于不同的人具有不同的音色信息，因此，通过对音色信息的判断，可以很轻松、容易地对考生是否为本人参加考试进行判断，并且提高了判断的准确可靠性。By running the program code stored in the storage medium, it is possible to analyze and determine the acquired specific timbre information. Since different people have different timbre information, it is easy and easy to judge the timbre information by judging the timbre information. Whether to judge the person to take the test, and improve the accuracy and reliability of the judgment.
实施例五十四Embodiment fifty four
在上述实施例的基础上，当继续运行存储介质中的程序代码时，还可以实现。在所述根据所述第一语音信息获取考生的音色信息之前，还包括：On the basis of the above embodiments, it is also possible to continue to run the program code in the storage medium. Before the obtaining the tone information of the candidate according to the first voice information, the method further includes:
若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。If the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例六中的步骤S0024的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation result of the step S0024 in the sixth embodiment. For details, refer to the above statement. This will not be repeated here.
实施例五十五Example fifty five
在上述实施例的基础上，当运行存储介质中的程序代码时，还可以实现根据所述第一视频图像信息，确认考生是否作弊，具体包括：On the basis of the foregoing embodiment, when the program code in the storage medium is run, it is also possible to confirm whether the candidate is cheating according to the first video image information, which specifically includes:
通过所述第一视频图像信息获取考生的耳廓形状信息；Obtaining auricle shape information of the candidate through the first video image information;
若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认考生作弊。If the auricle shape information does not match the preset standard auricle shape information, the candidate is confirmed to be cheating.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例七中的步骤S1011-S1014的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium are the same as the operation process and the implementation effect of the steps S1011-S1014 in the seventh embodiment. For details, refer to the above statement. , will not repeat them here.
本实施例提供的存储介质，运行程序代码可以实现通过第一视频图像信息获取考生的耳廓形状信息，将耳廓形状信息与标准耳廓形状信息进行分析对比，若耳廓形状信息与标准耳廓形状信息不匹配，则说明考生的耳部带有通讯装置(如耳机、蓝牙耳机、无线耳机等)等异物，进而确认考生作弊， 进而有效的克服了现在不能够准确判断考生是否存在借助通讯装置(如耳机、蓝牙耳机、无线耳机等)与外界进行通讯的作弊现象，保证了考试的公平、公正性，进一步提高了面试的效率。In the storage medium provided by the embodiment, the running program code can obtain the auricle shape information of the candidate through the first video image information, and analyze and compare the auricle shape information with the standard auricle shape information, if the auricle shape information and the standard ear If the profile information does not match, the candidate's ear is equipped with a foreign device such as a communication device (such as a headset, a Bluetooth headset, a wireless headset, etc.) to confirm the candidate's cheating. Furthermore, it effectively overcomes the fact that it is impossible to accurately judge whether the candidates have cheating with the outside world by means of communication devices (such as headphones, Bluetooth headsets, wireless headsets, etc.), which ensures the fairness and impartiality of the examination and further improves the efficiency of the interview. .
实施例五十六Example fifty six
在上述实施例的基础上，当运行存储在存储介质中的程序代码时，还可以实现，根据所述第一视频图像信息，确认考生是否作弊，还包括：On the basis of the above-mentioned embodiment, when the program code stored in the storage medium is run, it is also possible to confirm whether the candidate is cheated according to the first video image information, and further includes:
对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；Performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
对所述消失时间段进行分析，确认考生是否作弊。The disappeared time period is analyzed to confirm whether the candidate is cheating.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例八中的步骤S201-S202的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S201-S202 in the eighth embodiment. For details, refer to the above statement. , will not repeat them here.
实施例五十七Example fifty seven
在上述实施例五十六的基础上，当运行存储在存储介质中的程序代码时，还可以实现，对所述消失时间段进行分析，确认考生是否作弊，具体包括：On the basis of the above-mentioned fifty-sixth embodiment, when the program code stored in the storage medium is run, it is also possible to analyze the disappearing time period to confirm whether the candidate is cheating, and specifically includes:
若所述消失时间段大于预设时间段，则确认考生作弊；或者，If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。If the disappearing time period is less than or equal to the preset time period, the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例九中的步骤S2021-S2023的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S2021-S2023 in the above-mentioned Embodiment 9. For details, refer to the above statement. , will not repeat them here.
通过运行存储在存储介质中的程序代码，可以实现对考生消失时间段的具体分析，确认了考生是否在该消失时间段内发生了作弊现象，若消失时间段较长，则确认考生发生作弊，若消失时间段较短，则通过对再次出现的考生进一步确认是否为本人继续参加考试进行判断，避免了中途出现替考的情况，提高了该存储介质的实用性，进一步保证了考试的公平、公正性。 By running the program code stored in the storage medium, the specific analysis of the candidate's disappearing time period can be realized, and it is confirmed whether the candidate has cheated in the disappearing time period, and if the disappearing time period is long, the candidate is confirmed to be cheating. If the time period of disappearance is short, the candidate who reappears is further confirmed whether or not the person continues to take the test, thereby avoiding the situation in which the test is taken midway, improving the practicality of the storage medium, and further ensuring the fairness of the test. Fairness.
实施例五十八Example fifty eight
在上述实施例的基础上，当运行存储在存储介质中的程序代码时，还可以实现，实时获取考生在答题时的第二语音信息；On the basis of the foregoing embodiment, when the program code stored in the storage medium is run, it is also possible to obtain, in real time, the second voice information of the candidate when answering the question;
根据所述第二语音信息获取考试环境的声音分贝信息；Obtaining sound decibel information of the test environment according to the second voice information;
若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，If the sound decibel information is greater than the preset standard sound decibel information, the candidate is confirmed to be cheating; or,
若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。If the sound decibel information is less than or equal to the standard sound decibel information, the source of the sound decibel information is determined to confirm whether the candidate is cheating.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例十中的步骤S301-S305的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S301-S305 in the above-mentioned tenth embodiment. For details, refer to the above statement. , will not repeat them here.
通过运行存储在存储介质中的程序代码，可以实现对考试环境的声音分贝信息的判断，对考生所在考试的环境进行了准确判断，以避免考生在较为嘈杂的环境中进行考试时，对考生是否发生作弊的情况产生误判或者错判的情况；若考试环境满足预设标准的话，但是在考试过程中因为检测到了声音分贝信息，因此，需要进一步对声音分贝信息的来源进行确认，以进一步确认考生是否发生作弊；进而提高了对考生是否发生作弊的判断的准确可靠性。By running the program code stored in the storage medium, it is possible to judge the sound decibel information of the test environment, and accurately judge the environment in which the candidate is tested, so as to avoid whether the candidate is taking the test in a relatively noisy environment, If the test environment satisfies the preset criteria, but the test decibel information is detected during the test, the source of the sound decibel information needs to be further confirmed to further confirm Can the candidate cheating; thus improving the accuracy and reliability of the judge's judgment on whether or not cheating occurs.
实施例五十九Example fifty-nine
在上述实施例五十八的基础上，当运行存在存储介质中的程序代码时，还可以实现，判断声音分贝信息的来源，具体包括：On the basis of the fifty-eighth embodiment, when the program code stored in the storage medium is run, the source of the sound decibel information may be determined, including:
获取与所述声音分贝信息相对应的第二语音信息中的音色信息；Acquiring tone color information in the second voice information corresponding to the sound decibel information;
若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例十一中的步骤S3051-S3053的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S3051-S3053 in the above-mentioned Embodiment 11. The content will not be described here.
实施例六十Embodiment 60
在上述实施例五十九的基础上，当运行存储在存储介质中的程序代码时，还可以实现：获取与所述声音分贝信息相对应的第二语音信息中的音色信息 之后，还包括：On the basis of the above-mentioned embodiment fifty-ninth, when the program code stored in the storage medium is run, it is also possible to: obtain the timbre information in the second voice information corresponding to the sound decibel information After that, it also includes:
若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与所述第一标准音色信息进行分析对比，若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话；If the timbre information does not match the second standard timbre information, analyzing and comparing the timbre information with the first standard timbre information, and if the timbre information matches the first standard timbre information, Confirm that the candidate has a conversation;
提取考生对话信息中的关键字信息；Extract keyword information in candidate dialogue information;
根据所述关键字信息确认考生是否作弊。The candidate is confirmed to be cheat based on the keyword information.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例十二中的步骤S3054-S3057的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S3054-S3057 in the above-mentioned Embodiment 12. For details, refer to the above statement. The content will not be described here.
通过运行存储在存储介质中的程序代码，可以实现提取对话信息中的关键字信息来判断考生是否作弊的目的是防止对考生产生误判或者错判的情况，如声音来源为考生咳嗽、打喷嚏等人体正常的生理反应，那么可以准确地判断考生此时没有作弊；若声音来源为考生进行了有关考试的对话，那么可以准确地确认考生此时作弊；那么通过提取关键字信息可以准确地判断考生是否作弊，提高了该存储介质使用的稳定可靠性。By running the program code stored in the storage medium, the keyword information in the dialog information can be extracted to determine whether the candidate is cheating. The purpose of preventing the candidate from being misjudged or misjudged is as follows: the source of the voice is the candidate coughing or sneezing. If the normal physiological response of the human body, then the candidate can be accurately judged that there is no cheating at this time; if the source of the sound is a conversation about the test, the candidate can be accurately confirmed to cheating at this time; then the keyword information can be accurately judged by extracting the keyword information. Whether the candidate cheated or not has improved the stability and reliability of the storage medium.
实施例六十一Embodiment 61
在上述实施例六十的基础上，当继续运行存储在存储介质中的程序代码时，可以实现：根据所述关键字信息确认考生是否作弊，具体包括：On the basis of the above-mentioned sixtyth embodiment, when the program code stored in the storage medium is continued to be run, it may be implemented to confirm whether the candidate is cheating according to the keyword information, which specifically includes:
若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the conversation information, the candidate is confirmed to be cheating.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例十三中的步骤S30571-S30573的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S30571-S30573 in the thirteenth embodiment, and the foregoing statement can be specifically referred to. The content will not be described here.
通过运行存储介质中的程序代码实现对对话信息中是否存在与关键字相匹配的考试相关信息的判断，进一步对考生是否发生作弊进行了准确判断，避免了对考生产生误判或者错判的情况，提高了该存储介质的实用性。By running the program code in the storage medium, it is judged whether there is any test related information matching the keyword in the dialogue information, and further accurately judges whether the candidate has cheated, thereby avoiding the case of misjudgment or misjudgment of the candidate. The practicality of the storage medium is improved.
实施例六十二Embodiment sixty two
在上述实施例的基础上，继续运行存储在存储介质中的程序代码，可以 实现：On the basis of the above embodiment, continuing to run the program code stored in the storage medium, achieve:
获取答题终端的上网数据；Obtaining the internet data of the answering terminal;
提取上网数据中的关键字信息；Extract keyword information in the Internet data;
若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the online data, the candidate is confirmed to be cheating.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例十四中的步骤S401-S405的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation result of the steps S401-S405 in the above-mentioned fourteenth embodiment. The content will not be described here.
通过运行存储在存储介质中的程序代码，实现对上网数据的进一步判断，避免了对考生通过网络查询或者网络咨询的形式进行作弊情况的产生错判或者误判；进一步保证了考生的公平、公正性，提高了该存储介质的防止考生作弊的稳定可靠性。By running the program code stored in the storage medium, further judgment of the online data is realized, and the misjudgment or misjudgment of the cheating situation by the candidate in the form of network inquiry or network consultation is avoided; the fairness and justice of the candidate are further ensured. Sexuality improves the stability of the storage medium to prevent candidates from cheating.
实施例六十三Example sixty three
在上述实施例的基础上，继续运行存储介质中的程序代码，可以实现：On the basis of the above embodiments, continuing to run the program code in the storage medium can realize:
获取答题终端所连接的显示设备的数量信息；Obtaining the quantity information of the display device connected to the answering terminal;
若所述数量信息大于1，则获取所有显示设备的界面信息；If the quantity information is greater than 1, acquiring interface information of all display devices;
根据所有显示设备的界面信息，确认考生是否作弊。Confirm the candidate's cheating based on the interface information of all display devices.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例十五中的步骤S501-S505的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S501-S505 in the above-mentioned Embodiment 15, and the above statement can be specifically referred to. The content will not be described here.
通过运行存储介质中的升序代码，实现判断答题终端所连接的显示设备的数量信息，在显示设备的数目为多个时，则获取每个显示设备的界面信息，进一步根据界面信息判断考生是否作弊，提高了判断的准确可靠性，并且有效地避免了考生通过多个显示终端来进行作弊情况的产生，提高了考试的公平、公正性。By running the ascending code in the storage medium, the number information of the display device connected to the answering terminal is determined. When the number of the display devices is multiple, the interface information of each display device is obtained, and the candidate is further judged according to the interface information. It improves the accuracy and reliability of the judgment, and effectively avoids the occurrence of cheating by the candidate through multiple display terminals, and improves the fairness and impartiality of the test.
实施例六十四Embodiment sixty four
在上述实施例六十三的基础上，继续运行存储在存储介质中的程序代码，还可以实现，根据所有显示设备的界面信息，确认考生是否作弊，具体包括： On the basis of the foregoing sixty-third embodiment, continuing to run the program code stored in the storage medium can also be implemented. According to the interface information of all the display devices, it is confirmed whether the candidate is cheating, including:
提取每个显示设备的界面信息中的关键字信息；Extracting keyword information in interface information of each display device;
若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If the interface information of the display device having more than one number includes test related information matching the keyword information, the candidate is confirmed to be cheating.
其中，对于存储介质中所存储的程序代码在运行时所能实现的方法的操作过程以及实现效果与上述实施例十五中的步骤S5051-S5052的操作过程以及实现效果相同，具体可参考上述陈述内容，在此不再赘述。The operation process and the implementation effect of the method that can be implemented by the program code stored in the storage medium at the time of the operation are the same as the operation process and the implementation effect of the steps S5051-S5052 in the above-mentioned Embodiment 15, and the above statement can be specifically referred to. The content will not be described here.
本实施例提供的存储介质，通过运行存储在存储介质中的程序代码，实现获取答题终端所连接的显示设备的数量，并且存在大于1个显示设备的界面信息中包括考试相关信息时，则可以快速、准确的确认考生已经发生作弊，进而有效的保证了考试的公平、公正性，并有效提高了网络面试的效率。The storage medium provided in this embodiment is configured to obtain the number of display devices connected to the answering terminal by running the program code stored in the storage medium, and when the interface information of more than one display device includes test related information, Quickly and accurately confirm that the candidates have cheated, which effectively ensures the fairness and impartiality of the test and effectively improves the efficiency of the online interview.
以上所述仅为本发明的实施例，并非因此限制本发明的专利范围，凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换，或直接或间接运用在其他相关的技术领域，均同理包括在本发明的专利保护范围内。The above is only the embodiment of the present invention, and is not intended to limit the scope of the invention, and the equivalent structure or equivalent process transformation of the present invention and the contents of the drawings may be directly or indirectly applied to other related technologies. The fields are all included in the scope of patent protection of the present invention.
最后应说明的是：以上各实施例仅用以说明本发明的技术方案，而非对其限制；尽管参照前述各实施例对本发明进行了详细的说明，本领域的普通技术人员应当理解：其依然可以对前述各实施例所记载的技术方案进行修改，或者对其中部分或者全部技术特征进行等同替换；而这些修改或者替换，并不使相应技术方案的本质脱离本发明各实施例技术方案的范围。 Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, and are not intended to be limiting; although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art will understand that The technical solutions described in the foregoing embodiments may be modified, or some or all of the technical features may be equivalently replaced; and the modifications or substitutions do not deviate from the technical solutions of the embodiments of the present invention. range.

Claims (64)

  1. 一种网络测试防作弊的方法，其特征在于，包括：A method for network testing against cheating, which is characterized by comprising:
    实时获取考生的第一视频图像信息；Obtaining the first video image information of the candidate in real time;
    根据所述第一视频图像信息，确认考生是否作弊。Based on the first video image information, it is confirmed whether the candidate is cheating.
  2. 根据权利要求1所述的网络测试防作弊的方法，其特征在于，在所述实时获取考生的第一视频图像信息之前，所述方法还包括：The network testing method for preventing cheating according to claim 1, wherein before the obtaining the first video image information of the candidate in real time, the method further comprises:
    实时获取考生的第二视频图像信息；Acquiring the second video image information of the candidate in real time;
    根据所述第二视频图像信息确认考生是否为本人参加考试。Confirming whether the candidate is taking the test for himself according to the second video image information.
  3. 根据权利要求2所述的网络测试防作弊的方法，其特征在于，所述根据所述第二视频图像信息确认考生是否为本人参加考试，具体包括：The network test anti-cheating method according to claim 2, wherein the confirming whether the candidate is taking the test for the person according to the second video image information comprises:
    根据所述第二视频图像信息获取多张连续帧的图像信息；Acquiring image information of a plurality of consecutive frames according to the second video image information;
    若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。If the matching degree between each image information and the standard image information is less than the preset threshold, the confirmation test is a non-candidate's own test.
  4. 根据权利要求2所述的网络测试防作弊的方法，其特征在于，在所述实时获取考生的第一视频图像信息之前，所述方法还包括：The method for detecting the anti-cheating of the network according to claim 2, wherein before the acquiring the first video image information of the candidate in real time, the method further comprises:
    实时获取考生的第一语音信息；Obtaining the first voice information of the candidate in real time;
    根据所述第一语音信息确认考生是否为本人参加考试。Confirming whether the candidate is taking the test for himself according to the first voice information.
  5. 根据权利要求4所述的网络测试防作弊的方法，其特征在于，所述根据所述第一语音信息确认考生是否为本人参加考试，具体包括：The network test anti-cheating method according to claim 4, wherein the confirming whether the candidate is taking the test for the person according to the first voice information comprises:
    根据所述第一语音信息获取考生的音色信息；Acquiring the timbre information of the candidate according to the first voice information;
    若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，If the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
    若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
  6. 根据权利要求5所述的网络测试防作弊的方法，其特征在于，在所述根据所述第一语音信息获取考生的音色信息之前，还包括：The network test anti-cheating method according to claim 5, further comprising: before the obtaining the timbre information of the candidate according to the first voice information, further comprising:
    若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。If the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information.
  7. 根据权利要求1所述的网络测试防作弊的方法，其特征在于，所述根 据所述第一视频图像信息，确认考生是否作弊，具体包括：A method of network testing anti-cheating according to claim 1, wherein said root According to the first video image information, it is confirmed whether the candidate cheated, specifically:
    通过所述第一视频图像信息获取考生的耳廓形状信息；Obtaining auricle shape information of the candidate through the first video image information;
    若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认考生作弊。If the auricle shape information does not match the preset standard auricle shape information, the candidate is confirmed to be cheating.
  8. 根据权利要求4所述的网络测试防作弊的方法，其特征在于，所述根据所述第一视频图像信息，确认考生是否作弊，还包括：The network testing method for preventing cheating according to claim 4, wherein the confirming whether the candidate is cheating according to the first video image information further includes:
    对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；Performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
    对所述消失时间段进行分析，确认考生是否作弊。The disappeared time period is analyzed to confirm whether the candidate is cheating.
  9. 根据权利要求8所述的网络测试防作弊的方法，其特征在于，所述对所述消失时间段进行分析，确认考生是否作弊，具体包括：The network test anti-cheating method according to claim 8, wherein the analyzing the disappearing time period to confirm whether the candidate is cheating, specifically comprising:
    若所述消失时间段大于预设时间段，则确认考生作弊；或者，If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
    若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。If the disappearing time period is less than or equal to the preset time period, the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
  10. 根据权利要求1所述的网络测试防作弊的方法，其特征在于，所述方法还包括：The network testing method for preventing cheating according to claim 1, wherein the method further comprises:
    实时获取考生在答题时的第二语音信息；Real-time access to the second voice information of the candidate when answering the question;
    根据所述第二语音信息获取考试环境的声音分贝信息；Obtaining sound decibel information of the test environment according to the second voice information;
    若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，If the sound decibel information is greater than the preset standard sound decibel information, the candidate is confirmed to be cheating; or,
    若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。If the sound decibel information is less than or equal to the standard sound decibel information, the source of the sound decibel information is determined to confirm whether the candidate is cheating.
  11. 根据权利要求10所述的网络测试防作弊的方法，其特征在于，所述判断声音分贝信息的来源，具体包括：The network test anti-cheating method according to claim 10, wherein the determining the source of the sound decibel information comprises:
    获取与所述声音分贝信息相对应的第二语音信息中的音色信息；Acquiring tone color information in the second voice information corresponding to the sound decibel information;
    若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
  12. 根据权利要求11所述的网络测试防作弊的方法，其特征在于，所述获取与所述声音分贝信息相对应的第二语音信息中的音色信息之后，还包括：The network test for preventing cheating according to claim 11, wherein the acquiring the timbre information in the second voice information corresponding to the sound decibel information further comprises:
    若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与 所述第一标准音色信息进行分析对比，若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话；If the timbre information does not match the second standard timbre information, the timbre information is The first standard timbre information is analyzed and compared, and if the timbre information matches the first standard timbre information, it is confirmed that the candidate has a dialogue;
    提取考生对话信息中的关键字信息；Extract keyword information in candidate dialogue information;
    根据所述关键字信息确认考生是否作弊。The candidate is confirmed to be cheat based on the keyword information.
  13. 根据权利要求12所述的网络测试防作弊的方法，其特征在于，所述根据所述关键字信息确认考生是否作弊，具体包括：The network testing method for preventing cheating according to claim 12, wherein the confirming whether the candidate is cheating according to the keyword information comprises:
    若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the conversation information, the candidate is confirmed to be cheating.
  14. 根据权利要求1-13中任意一项所述的网络测试防作弊的方法，其特征在于，所述方法还包括：The method for preventing fraud in a network test according to any one of claims 1 to 13, wherein the method further comprises:
    获取答题终端的上网数据；Obtaining the internet data of the answering terminal;
    提取上网数据中的关键字信息；Extract keyword information in the Internet data;
    若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the online data, the candidate is confirmed to be cheating.
  15. 根据权利要求1-13中任意一项所述的网络测试防作弊的方法，其特征在于，所述方法还包括：The method for preventing fraud in a network test according to any one of claims 1 to 13, wherein the method further comprises:
    获取答题终端所连接的显示设备的数量信息；Obtaining the quantity information of the display device connected to the answering terminal;
    若所述数量信息大于1，则获取所有显示设备的界面信息；If the quantity information is greater than 1, acquiring interface information of all display devices;
    根据所有显示设备的界面信息，确认考生是否作弊。Confirm the candidate's cheating based on the interface information of all display devices.
  16. 根据权利要求15所述的网络测试防作弊的方法，其特征在于，所述根据所有显示设备的界面信息，确认考生是否作弊，具体包括：The network test anti-cheating method according to claim 15, wherein the confirming whether the candidate is cheating according to the interface information of all the display devices comprises:
    提取每个显示设备的界面信息中的关键字信息；Extracting keyword information in interface information of each display device;
    若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If the interface information of the display device having more than one number includes test related information matching the keyword information, the candidate is confirmed to be cheating.
  17. 一种网络测试防作弊的系统，其特征在于，包括：A network testing anti-cheating system, characterized in that it comprises:
    第一获取模块，用于实时获取考生的第一视频图像信息；a first acquiring module, configured to acquire first video image information of the candidate in real time;
    第一处理模块，用于根据所述第一视频图像信息，确认考生是否作弊。The first processing module is configured to confirm, according to the first video image information, whether the candidate is cheating.
  18. 根据权利要求17所述的网络测试防作弊的系统，其特征在于，还包 括：The network test anti-cheating system according to claim 17, characterized in that include:
    第二获取模块，还用于在所述实时获取考生的第一视频图像信息之前，实时获取考生的第二视频图像信息；The second obtaining module is further configured to acquire, in real time, the second video image information of the candidate before acquiring the first video image information of the candidate in real time;
    第二处理模块，用于根据所述第二视频图像信息确认考生是否为本人参加考试。The second processing module is configured to confirm, according to the second video image information, whether the candidate is taking the test for himself.
  19. 根据权利要求18所述的网络测试防作弊的系统，其特征在于，所述第二处理模块，具体用于：The network testing anti-cheating system according to claim 18, wherein the second processing module is specifically configured to:
    根据所述第二视频图像信息获取多张连续帧的图像信息；Acquiring image information of a plurality of consecutive frames according to the second video image information;
    若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。If the matching degree between each image information and the standard image information is less than the preset threshold, the confirmation test is a non-candidate's own test.
  20. 根据权利要求18所述的网络测试防作弊的系统，其特征在于，A network test anti-cheating system according to claim 18, characterized in that
    所述第二获取模块，用于在所述实时获取考生的第一视频图像信息之前，实时获取考生的第一语音信息；The second acquiring module is configured to acquire, in real time, the first voice information of the candidate before acquiring the first video image information of the candidate in real time;
    所述第二处理模块，用于根据所述第一语音信息确认考生是否为本人参加考试。The second processing module is configured to confirm, according to the first voice information, whether the candidate is taking the test for himself.
  21. 根据权利要求20所述的网络测试防作弊的系统，其特征在于，所述第二处理模块，具体用于：The network testing anti-cheating system according to claim 20, wherein the second processing module is specifically configured to:
    根据所述第一语音信息获取考生的音色信息；Acquiring the timbre information of the candidate according to the first voice information;
    若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，If the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
    若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
  22. 根据权利要求21所述的网络测试防作弊的系统，其特征在于，A network test anti-cheating system according to claim 21, wherein
    所述第二处理模块，还用于在所述根据所述第一语音信息获取考生的音色信息之前，若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。The second processing module is further configured to: before the timbre information of the candidate is obtained according to the first voice information, if the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, The first voice information is used to obtain the tone information of the candidate.
  23. 根据权利要求17所述的网络测试防作弊的系统，其特征在于，所述第一处理模块，具体用于：The network testing anti-cheating system according to claim 17, wherein the first processing module is specifically configured to:
    通过所述第一视频图像信息获取考生的耳廓形状信息；Obtaining auricle shape information of the candidate through the first video image information;
    若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认考生作 弊。If the auricle shape information does not match the preset standard auricle shape information, the candidate is confirmed Disadvantages.
  24. 根据权利要求20所述的网络测试防作弊的系统，其特征在于，所述第一处理模块，还用于：The network testing anti-cheating system according to claim 20, wherein the first processing module is further configured to:
    对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；Performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
    对所述消失时间段进行分析，确认考生是否作弊。The disappeared time period is analyzed to confirm whether the candidate is cheating.
  25. 根据权利要求24所述的网络测试防作弊的系统，其特征在于，所述第一处理模块，具体用于：The network testing anti-cheating system according to claim 24, wherein the first processing module is specifically configured to:
    若所述消失时间段大于预设时间段，则确认考生作弊；或者，If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
    若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。If the disappearing time period is less than or equal to the preset time period, the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
  26. 根据权利要求17所述的网络测试防作弊的系统，其特征在于，A network test anti-cheating system according to claim 17, wherein
    所述第一获取模块，还用于实时获取考生在答题时的第二语音信息；The first obtaining module is further configured to acquire, in real time, the second voice information of the candidate when answering the question;
    所述第一处理模块，还用于根据所述第二语音信息获取考试环境的声音分贝信息；The first processing module is further configured to acquire sound decibel information of the test environment according to the second voice information;
    若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，If the sound decibel information is greater than the preset standard sound decibel information, the candidate is confirmed to be cheating; or,
    若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。If the sound decibel information is less than or equal to the standard sound decibel information, the source of the sound decibel information is determined to confirm whether the candidate is cheating.
  27. 根据权利要求26所述的网络测试防作弊的系统，其特征在于，所述第一处理模块，具体用于：The network testing anti-cheating system according to claim 26, wherein the first processing module is specifically configured to:
    获取与所述声音分贝信息相对应的第二语音信息中的音色信息；Acquiring tone color information in the second voice information corresponding to the sound decibel information;
    若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
  28. 根据权利要求27所述的网络测试防作弊的系统，其特征在于，A network test anti-cheating system according to claim 27, wherein
    所述第一处理模块，还用于在获取与所述声音分贝信息相对应的第二语音信息中的音色信息之后，若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与所述第一标准音色信息进行分析对比，若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话；The first processing module is further configured to: after acquiring the timbre information in the second voice information corresponding to the sound decibel information, if the timbre information does not match the second standard timbre information, The timbre information is compared with the first standard timbre information, and if the timbre information matches the first standard timbre information, it is confirmed that the candidate has a dialogue;
    还包括： Also includes:
    提取模块，用于提取考生对话信息中的关键字信息；An extraction module, configured to extract keyword information in the candidate conversation information;
    所述第一处理模块，还用于根据所述关键字信息确认考生是否作弊。The first processing module is further configured to confirm, according to the keyword information, whether the candidate is cheating.
  29. 根据权利要求28所述的网络测试防作弊的系统，其特征在于，所述第一处理模块，具体用于：The network testing anti-cheating system according to claim 28, wherein the first processing module is specifically configured to:
    若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the conversation information, the candidate is confirmed to be cheating.
  30. 根据权利要求17-29中任意一项所述的网络测试防作弊的系统，其特征在于，还包括：The network test anti-cheating system according to any one of claims 17 to 29, further comprising:
    第三获取模块，用于获取答题终端的上网数据；a third obtaining module, configured to obtain online data of the answering terminal;
    所述提取模块，还用于提取上网数据中的关键字信息；The extracting module is further configured to extract keyword information in the online data;
    第三处理模块，用于若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。The third processing module is configured to confirm that the candidate cheated if there is test related information matching the keyword information in the online data.
  31. 根据权利要求17-29中任意一项所述的网络测试防作弊的系统，其特征在于，还包括：The network test anti-cheating system according to any one of claims 17 to 29, further comprising:
    第四获取模块，用于获取答题终端所连接的显示设备的数量信息；a fourth obtaining module, configured to obtain quantity information of a display device connected to the answering terminal;
    第四处理模块，用于若所述数量信息大于1，则获取所有显示设备的界面信息；a fourth processing module, configured to acquire interface information of all display devices if the quantity information is greater than 1.
    第四处理模块，还用于根据所有显示设备的界面信息，确认考生是否作弊。The fourth processing module is further configured to confirm whether the candidate is cheating according to the interface information of all the display devices.
  32. 根据权利要求31所述的网络测试防作弊的系统，其特征在于，A network test anti-cheating system according to claim 31, wherein
    所述提取模块，还用于提取每个显示设备的界面信息中的关键字信息；The extracting module is further configured to extract keyword information in interface information of each display device;
    所述第四处理模块，具体用于：The fourth processing module is specifically configured to:
    若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If the interface information of the display device having more than one number includes test related information matching the keyword information, the candidate is confirmed to be cheating.
  33. 一种网络测试防作弊的设备，其特征在于，包括：数据采集装置和处理器；A network testing anti-cheating device, comprising: a data collection device and a processor;
    所述数据采集装置，用于实时获取考生的第一视频图像信息；The data collection device is configured to acquire first video image information of the candidate in real time;
    所述处理器，用于执行根据所述第一视频图像信息，确认考生是否作弊。The processor is configured to perform, according to the first video image information, whether the candidate is cheated.
  34. 根据权利要求33所述的网络测试防作弊的设备，其特征在于， The network testing anti-cheating device according to claim 33, wherein
    所述数据采集装置，还用于在所述实时获取考生的第一视频图像信息之前，实时获取考生的第二视频图像信息；The data collection device is further configured to acquire second video image information of the candidate in real time before acquiring the first video image information of the candidate in real time;
    所述处理器，还用于执行根据所述第二视频图像信息确认考生是否为本人参加考试。The processor is further configured to perform, according to the second video image information, whether the candidate is taking the test for the person.
  35. 根据权利要求34所述的网络测试防作弊的设备，其特征在于，所述处理器，具体用于执行：The network testing device for preventing cheating according to claim 34, wherein the processor is specifically configured to execute:
    根据所述第二视频图像信息获取多张连续帧的图像信息；Acquiring image information of a plurality of consecutive frames according to the second video image information;
    若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。If the matching degree between each image information and the standard image information is less than the preset threshold, the confirmation test is a non-candidate's own test.
  36. 根据权利要求34所述的网络测试防作弊的设备，其特征在于，The network testing anti-cheating device according to claim 34, characterized in that
    所述数据采集装置，还用于在所述实时获取考生的第一视频图像信息之前，实时获取考生的第一语音信息；The data collection device is further configured to acquire, in real time, the first voice information of the candidate before acquiring the first video image information of the candidate in real time;
    所述处理器，还用于执行根据所述第一语音信息确认考生是否为本人参加考试。The processor is further configured to perform, according to the first voice information, whether the candidate is taking the test for the person.
  37. 根据权利要求36所述的网络测试防作弊的设备，其特征在于，所述处理器，具体用于执行：The network testing device for preventing cheating according to claim 36, wherein the processor is specifically configured to execute:
    根据所述第一语音信息获取考生的音色信息；Acquiring the timbre information of the candidate according to the first voice information;
    若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，If the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
    若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
  38. 根据权利要求36所述的网络测试防作弊的设备，其特征在于，The network testing anti-cheating device according to claim 36, wherein
    所述处理器，还用于执行：The processor is further configured to execute:
    在所述根据所述第一语音信息获取考生的音色信息之前，若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。Before the timbre information of the candidate is obtained according to the first voice information, if the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information. .
  39. 根据权利要求33所述的网络测试防作弊的设备，其特征在于，所述处理器，具体用于执行：The network testing device for preventing cheating according to claim 33, wherein the processor is specifically configured to execute:
    通过所述第一视频图像信息获取考生的耳廓形状信息；Obtaining auricle shape information of the candidate through the first video image information;
    若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认考生作 弊。If the auricle shape information does not match the preset standard auricle shape information, the candidate is confirmed Disadvantages.
  40. 根据权利要求36所述的网络测试防作弊的设备，其特征在于，所述处理器，还用于执行：The network testing device for preventing cheating according to claim 36, wherein the processor is further configured to:
    对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；Performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
    对所述消失时间段进行分析，确认考生是否作弊。The disappeared time period is analyzed to confirm whether the candidate is cheating.
  41. 根据权利要求40所述的网络测试防作弊的设备，其特征在于，所述处理器，具体用于执行：The network testing device for preventing cheating according to claim 40, wherein the processor is specifically configured to execute:
    若所述消失时间段大于预设时间段，则确认考生作弊；或者，If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
    若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。If the disappearing time period is less than or equal to the preset time period, the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
  42. 根据权利要求33所述的网络测试防作弊的设备，其特征在于，The network testing anti-cheating device according to claim 33, wherein
    所述数据采集装置，还用于实时获取考生在答题时的第二语音信息；The data collection device is further configured to acquire, in real time, the second voice information of the candidate when answering the question;
    所述处理器，还用于执行根据所述第二语音信息获取考试环境的声音分贝信息；The processor is further configured to perform sound decibel information of acquiring an examination environment according to the second voice information;
    若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，If the sound decibel information is greater than the preset standard sound decibel information, the candidate is confirmed to be cheating; or,
    若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。If the sound decibel information is less than or equal to the standard sound decibel information, the source of the sound decibel information is determined to confirm whether the candidate is cheating.
  43. 根据权利要求42所述的网络测试防作弊的设备，其特征在于，所述处理器，具体用于执行：The device for detecting an anti-cheating network according to claim 42, wherein the processor is specifically configured to execute:
    获取与所述声音分贝信息相对应的第二语音信息中的音色信息；Acquiring tone color information in the second voice information corresponding to the sound decibel information;
    若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
  44. 根据权利要求43所述的网络测试防作弊的设备，其特征在于，The network testing anti-cheating device according to claim 43, wherein
    所述处理器，还用于执行：The processor is further configured to execute:
    在获取与所述声音分贝信息相对应的第二语音信息中的音色信息之后，若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与所述第一标准音色信息进行分析对比，若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话； After acquiring the timbre information in the second voice information corresponding to the sound decibel information, if the timbre information does not match the second standard timbre information, the timbre information and the first standard timbre are The information is analyzed and compared, and if the timbre information matches the first standard timbre information, the candidate is confirmed to have a dialogue;
    提取考生对话信息中的关键字信息；Extract keyword information in candidate dialogue information;
    根据所述关键字信息确认考生是否作弊。The candidate is confirmed to be cheat based on the keyword information.
  45. 根据权利要求44所述的网络测试防作弊的设备，其特征在于，所述处理器，具体用于执行：The network testing device for preventing cheating according to claim 44, wherein the processor is specifically configured to execute:
    若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the conversation information, the candidate is confirmed to be cheating.
  46. 根据权利要求33-45中任意一项所述的网络测试防作弊的设备，其特征在于，A network test anti-cheating device according to any one of claims 33-45, characterized in that
    所述数据采集装置，还用于获取答题终端的上网数据；The data collection device is further configured to obtain online data of the answering terminal;
    所述处理器，还用于执行：The processor is further configured to execute:
    提取上网数据中的关键字信息；Extract keyword information in the Internet data;
    若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the online data, the candidate is confirmed to be cheating.
  47. 根据权利要求33-45中任意一项所述的网络测试防作弊的设备，其特征在于，A network test anti-cheating device according to any one of claims 33-45, characterized in that
    所述数据采集装置，还用于获取答题终端所连接的显示设备的数量信息；The data collection device is further configured to obtain information about the number of display devices connected to the answering terminal;
    所述处理器，还用于执行：The processor is further configured to execute:
    若所述数量信息大于1，则获取所有显示设备的界面信息；If the quantity information is greater than 1, acquiring interface information of all display devices;
    根据所有显示设备的界面信息，确认考生是否作弊。Confirm the candidate's cheating based on the interface information of all display devices.
  48. 根据权利要求47所述的网络测试防作弊的设备，其特征在于，The network testing anti-cheating device according to claim 47, characterized in that
    所述处理器，具体用于执行：The processor is specifically configured to execute:
    提取每个显示设备的界面信息中的关键字信息；Extracting keyword information in interface information of each display device;
    若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If the interface information of the display device having more than one number includes test related information matching the keyword information, the candidate is confirmed to be cheating.
  49. 一种存储介质，其特征在于，所述存储介质内存储有程序代码，当所述程序代码运行时，会执行网络测试防作弊的方法，该方法具体包括：A storage medium, wherein the storage medium stores program code, and when the program code is running, a network test anti-cheating method is performed, and the method specifically includes:
    实时获取考生的第一视频图像信息；Obtaining the first video image information of the candidate in real time;
    根据所述第一视频图像信息，确认考生是否作弊。Based on the first video image information, it is confirmed whether the candidate is cheating.
  50. 根据权利要求49所述的存储介质，其特征在于，在所述实时获取考 生的第一视频图像信息之前，所述方法还包括：A storage medium according to claim 49, wherein said real time acquisition test Before the first video image information is generated, the method further includes:
    实时获取考生的第二视频图像信息；Acquiring the second video image information of the candidate in real time;
    根据所述第二视频图像信息确认考生是否为本人参加考试。Confirming whether the candidate is taking the test for himself according to the second video image information.
  51. 根据权利要求50所述的存储介质，其特征在于，所述根据所述第二视频图像信息确认考生是否为本人参加考试，具体包括：The storage medium according to claim 50, wherein the confirming whether the candidate is taking the test for the person according to the second video image information comprises:
    根据所述第二视频图像信息获取多张连续帧的图像信息；Acquiring image information of a plurality of consecutive frames according to the second video image information;
    若每张图像信息与标准图像信息的匹配度均小于预设阈值，则确认考试为非考生本人考试。If the matching degree between each image information and the standard image information is less than the preset threshold, the confirmation test is a non-candidate's own test.
  52. 根据权利要求50所述的存储介质，其特征在于，在所述实时获取考生的第一视频图像信息之前，所述方法还包括：The storage medium according to claim 50, wherein before the obtaining the first video image information of the candidate in real time, the method further comprises:
    实时获取考生的第一语音信息；Obtaining the first voice information of the candidate in real time;
    根据所述第一语音信息确认考生是否为本人参加考试。Confirming whether the candidate is taking the test for himself according to the first voice information.
  53. 根据权利要求52所述的存储介质，其特征在于，所述根据所述第一语音信息确认考生是否为本人参加考试，具体包括：The storage medium according to claim 52, wherein the confirming whether the candidate is taking the test for the person according to the first voice information comprises:
    根据所述第一语音信息获取考生的音色信息；Acquiring the timbre information of the candidate according to the first voice information;
    若所述音色信息与预设的第一标准音色信息相匹配，则确认考试为考生本人考试；或者，If the tone information matches the preset first standard tone information, the confirmation test is the candidate's own test; or,
    若所述音色信息与所述第一标准音色信息不匹配，则确认考试为非考生本人考试。If the timbre information does not match the first standard timbre information, the confirmation test is a non-candidate's own test.
  54. 根据权利要求51所述的存储介质，其特征在于，在所述根据所述第一语音信息获取考生的音色信息之前，还包括：The storage medium according to claim 51, further comprising: before the acquiring the timbre information of the candidate according to the first voice information,
    若每张图像信息与标准图像信息的匹配度均大于或等于预设阈值，则根据所述第一语音信息获取考生的音色信息。If the matching degree of each image information and the standard image information is greater than or equal to a preset threshold, the timbre information of the candidate is obtained according to the first voice information.
  55. 根据权利要求49所述的存储介质，其特征在于，所述根据所述第一视频图像信息，确认考生是否作弊，具体包括：The storage medium according to claim 49, wherein the confirming whether the candidate is cheating according to the first video image information comprises:
    通过所述第一视频图像信息获取考生的耳廓形状信息；Obtaining auricle shape information of the candidate through the first video image information;
    若所述耳廓形状信息与预设的标准耳廓形状信息不匹配，则确认考生作弊。If the auricle shape information does not match the preset standard auricle shape information, the candidate is confirmed to be cheating.
  56. 根据权利要求52所述的存储介质，其特征在于，所述根据所述第一视频图像信息，确认考生是否作弊，还包括： The storage medium according to claim 52, wherein the confirming whether the candidate is cheating according to the first video image information further comprises:
    对所述第一视频图像信息进行图像识别，若所述第一视频图像信息中的人物图像消失，获取所述人物图像消失的消失时间段；Performing image recognition on the first video image information, and if the character image in the first video image information disappears, acquiring a disappearing time period in which the character image disappears;
    对所述消失时间段进行分析，确认考生是否作弊。The disappeared time period is analyzed to confirm whether the candidate is cheating.
  57. 根据权利要求56所述的存储介质，其特征在于，所述对所述消失时间段进行分析，确认考生是否作弊，具体包括：The storage medium according to claim 56, wherein the analyzing the disappearing time period to confirm whether the candidate is cheating comprises:
    若所述消失时间段大于预设时间段，则确认考生作弊；或者，If the disappearing time period is greater than the preset time period, the candidate is confirmed to be cheating; or,
    若所述消失时间段小于或等于预设时间段，则重新获取考生的第二视频图像信息和第一语音信息，并通过重新获取的第二视频图像信息和第一语音信息再次确认考生是否为本人参加考试。If the disappearing time period is less than or equal to the preset time period, the second video image information and the first voice information of the candidate are re-acquired, and the candidate is again confirmed by the re-acquired second video image information and the first voice information. I take the test.
  58. 根据权利要求49所述的存储介质，其特征在于，所述方法还包括：The storage medium of claim 49, wherein the method further comprises:
    实时获取考生在答题时的第二语音信息；Real-time access to the second voice information of the candidate when answering the question;
    根据所述第二语音信息获取考试环境的声音分贝信息；Obtaining sound decibel information of the test environment according to the second voice information;
    若所述声音分贝信息大于预设的标准声音分贝信息，则确认考生作弊；或者，If the sound decibel information is greater than the preset standard sound decibel information, the candidate is confirmed to be cheating; or,
    若所述声音分贝信息小于或等于所述标准声音分贝信息，则判断声音分贝信息的来源，以确认考生是否作弊。If the sound decibel information is less than or equal to the standard sound decibel information, the source of the sound decibel information is determined to confirm whether the candidate is cheating.
  59. 根据权利要求58所述的存储介质，其特征在于，所述判断声音分贝信息的来源，具体包括：The storage medium according to claim 58, wherein the determining the source of the sound decibel information comprises:
    获取与所述声音分贝信息相对应的第二语音信息中的音色信息；Acquiring tone color information in the second voice information corresponding to the sound decibel information;
    若所述音色信息与预设的第二标准音色信息相匹配，则确认考生作弊。If the timbre information matches the preset second standard timbre information, the candidate is confirmed to be cheating.
  60. 根据权利要求59所述的存储介质，其特征在于，所述获取与所述声音分贝信息相对应的第二语音信息中的音色信息之后，还包括：The storage medium according to claim 59, wherein after the acquiring the timbre information in the second voice information corresponding to the sound decibel information, the method further comprises:
    若所述音色信息与所述第二标准音色信息不匹配，则将所述音色信息与所述第一标准音色信息进行分析对比，若所述音色信息与所述第一标准音色信息相匹配，则确认考生发生对话；If the timbre information does not match the second standard timbre information, analyzing and comparing the timbre information with the first standard timbre information, and if the timbre information matches the first standard timbre information, Confirm that the candidate has a conversation;
    提取考生对话信息中的关键字信息；Extract keyword information in candidate dialogue information;
    根据所述关键字信息确认考生是否作弊。The candidate is confirmed to be cheat based on the keyword information.
  61. 根据权利要求60所述的存储介质，其特征在于，所述根据所述关键字信息确认考生是否作弊，具体包括：The storage medium according to claim 60, wherein the confirming whether the candidate is cheating according to the keyword information comprises:
    若对话信息中存在与所述关键字信息相匹配的考试相关信息，则确认考 生作弊。If there is test related information matching the keyword information in the conversation information, the confirmation test is performed. Cheat.
  62. 根据权利要求49-61中任意一项所述的存储介质，其特征在于，所述方法还包括：The storage medium according to any one of claims 49 to 61, wherein the method further comprises:
    获取答题终端的上网数据；Obtaining the internet data of the answering terminal;
    提取上网数据中的关键字信息；Extract keyword information in the Internet data;
    若上网数据中存在与所述关键字信息相匹配的考试相关信息，则确认考生作弊。If there is test related information matching the keyword information in the online data, the candidate is confirmed to be cheating.
  63. 根据权利要求49-61中任意一项所述的存储介质，其特征在于，所述方法还包括：The storage medium according to any one of claims 49 to 61, wherein the method further comprises:
    获取答题终端所连接的显示设备的数量信息；Obtaining the quantity information of the display device connected to the answering terminal;
    若所述数量信息大于1，则获取所有显示设备的界面信息；If the quantity information is greater than 1, acquiring interface information of all display devices;
    根据所有显示设备的界面信息，确认考生是否作弊。Confirm the candidate's cheating based on the interface information of all display devices.
  64. 根据权利要求63所述的存储介质，其特征在于，所述根据所有显示设备的界面信息，确认考生是否作弊，具体包括：The storage medium according to claim 63, wherein the confirming whether the candidate is cheating according to the interface information of all the display devices comprises:
    提取每个显示设备的界面信息中的关键字信息；Extracting keyword information in interface information of each display device;
    若存在数量大于1个的显示设备的界面信息中包括与所述关键字信息相匹配的考试相关信息，则确认考生作弊。 If the interface information of the display device having more than one number includes test related information matching the keyword information, the candidate is confirmed to be cheating.
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