CN112907348A - Mobile terminal, online audit data processing method, device and system - Google Patents
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Abstract
The invention discloses a mobile terminal, an online audit data processing method, an online audit data processing device and an online audit data processing system, which can be applied to the field of finance, wherein the method comprises the following steps: acquiring on-line audit user audit data, wherein the user audit data comprises: the method comprises the following steps of (1) answering data of a user, and heart rate data and blood oxygen saturation data of the user in the answering process; grading the answer data based on a preset dialect library; determining a rate of change of the heart rate data and a rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule; and determining the on-line examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data and the grading condition of the answer data. By the method and the device, more accurate ground examination results can be obtained.
Description
Technical Field
The invention relates to the field of data processing, can be applied to the field of finance, and particularly relates to a mobile terminal, and an online audit data processing method, device and system.
Background
With the development of the internet, the application of the APP (application) is more and more popular, and the requirement that a customer go to a bank website to apply credit is not in line with the mainstream. For online applications, current credit applications rely primarily on conducting online conversations or learning about customer conditions using a conversational library to determine whether to loan.
However, online applications cannot avoid the client misrepresentation information, and banks also have the client information that cannot be obtained, and thus economic loss may be caused to banks if lending is performed based on wrong information.
Therefore, there is a need for a technical solution capable of effectively identifying the client misrepresentation information in the online session.
Disclosure of Invention
In view of the above, the present invention provides a mobile terminal, an online audit data processing method, an online audit data processing device and an online audit data processing system, so as to solve at least one of the above-mentioned problems.
According to a first aspect of the present invention, there is provided an inline audit data processing method, the method comprising:
acquiring on-line audit user audit data, wherein the user audit data comprises: the method comprises the following steps of (1) answering data of a user, and heart rate data and blood oxygen saturation data of the user in the answering process;
based on a preset dialect library, scoring the answer data;
determining a rate of change of the heart rate data and a rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule;
and determining the on-line examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data and the grading condition of the answer data.
According to a second aspect of the present invention, there is provided an inline audit data processing apparatus, the apparatus comprising:
the data acquisition unit is used for acquiring the user face audit data of the on-line face audit, and the user face audit data comprises: the method comprises the following steps of (1) answering data of a user, and heart rate data and blood oxygen saturation data of the user in the answering process;
the scoring unit is used for scoring the answer data based on a preset dialect library;
a heart rate blood oxygen data determination unit for determining a rate of change of the heart rate data and a rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule;
and the facial examination result determining unit is used for determining the on-line facial examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data and the grading condition of the answer data.
According to a third aspect of the present invention, there is provided a mobile terminal comprising:
the heart rate blood oxygen data request receiving unit is used for receiving the acquisition requests of the heart rate data and the blood oxygen saturation data from the on-line examination data processing device;
the heart rate data acquisition unit is used for acquiring heart rate data in the answering process of the user;
the blood oxygen saturation data acquisition unit is used for acquiring blood oxygen saturation data in the user answering process;
and the heart rate blood oxygen data sending unit is used for sending the acquired heart rate data and the acquired blood oxygen saturation data to the online auditing data processing device.
According to a fourth aspect of the present invention, there is provided an inline audit data processing system, the system comprising: the above-mentioned on-line audit data processing device and the above-mentioned mobile terminal.
According to a fifth aspect of the present invention, there is provided an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the above method when executing the program.
According to a sixth aspect of the present invention, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, performs the steps of the above method.
According to the technical scheme, the answer data in the user face examination process is scored based on the preset speech library, the face examination result of the user is determined according to the change rate of the heart rate data and the blood oxygen saturation data of the user, which are acquired in the face examination process, and whether the situation of misrepresentation information exists in the user in the face examination can be effectively identified through the change rate of the heart rate data and the blood oxygen saturation data, so that a more accurate face examination result can be obtained.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a flow diagram of an on-line audit data processing method according to an embodiment of the invention;
FIG. 2 is a block diagram of an inline audit data processing system according to an embodiment of the present invention;
FIG. 3 is a block diagram of an on-line audit data processing apparatus 10 according to an embodiment of the present invention;
fig. 4 is a block diagram of the structure of the mobile terminal 20 according to an embodiment of the present invention;
FIG. 5 is a block diagram of an exemplary architecture of an on-line audit data processing system according to an embodiment of the present invention;
fig. 6 is a block diagram of the structure of a heart rate and blood oxygen saturation monitoring apparatus 1 according to an embodiment of the present invention;
fig. 7 is a block diagram showing the structure of the dialect library question-answering apparatus 2 according to the embodiment of the present invention;
fig. 8 is a block diagram of the structure of the final score calculation device 3 according to the embodiment of the present invention;
fig. 9 is a schematic block diagram of a system configuration of an electronic apparatus 600 according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
For the current online service, whether a lie information exists in a client in an online meeting cannot be effectively identified, and based on the situation, the embodiment of the invention provides an online examination data processing scheme. Embodiments of the present invention are described in detail below with reference to the accompanying drawings.
Fig. 1 is a flowchart of an on-line audit data processing method according to an embodiment of the present invention, as shown in fig. 1, the method including:
In a specific implementation process, before step 101 is executed, a request for acquiring heart rate data and blood oxygen saturation data may be sent to a user terminal, and after the user terminal receives the request, the heart rate data and the blood oxygen saturation data may be acquired through a sensor on the terminal.
And 102, grading the answer data based on a preset dialect library.
The dialect library refers to questions and corresponding standard answers in the face examination process. After the answer data of the user is acquired, for example, the answer data is voice data, the voice data may be converted into text data, and then the text data is compared with the corresponding standard answers in the dialect library, and the score is scored according to the comparison result.
The answer data can be voice data in the face examination video or audio data, and can also be pen test questions.
And 104, determining an on-line examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data and the grading condition of the answer data.
The embodiment of the invention scores the answer data in the user face examination process based on the preset word library, determines the face examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data of the user acquired in the face examination process, and can effectively identify whether the user has the situation of misrepresentation information in the face examination through the change rate of the heart rate data and the blood oxygen saturation data, thereby obtaining more accurate face examination result.
Specifically, step 103 may determine an average change rate of the heart rate data and an average change rate of the blood oxygen saturation data according to the user question answering time, the initial data and the final data (i.e., data at the beginning and the end of the question answering) of the heart rate data and the blood oxygen saturation data during the question answering process of the user, respectively; and
the set of heart rate data rates and the set of blood oxygen saturation data rates are determined separately based on a predetermined period (e.g., per second).
In actual operation, the heart rate data rises to represent the possibility of lying, and the larger the rising amplitude is, the higher the lying probability is. The blood oxygen saturation data is decreased, so that the data is possible to lie, and the larger the decrease is, the higher the lying probability is.
Specifically, the step 104 may determine the on-line examination result of the user according to the average change rate of the heart rate data and the blood oxygen saturation data, the maximum value in the heart rate data change rate set, the minimum value in the blood oxygen saturation change rate set, and the score of the answer data.
In one example, assume that the answer data for user question a is scored, resulting in a score P. Average change rate H of heart rate data of user in answering process1Comprises the following steps: (end Heart Rate He1Heart rate at onset Hs1) The answering time t; average change rate O of blood oxygen saturation data of user in answering process1Comprises the following steps: (end oxygen saturation of blood Oe1Initial blood oxygen saturation Os1) Time to answer t.
In this example, a heart rate variation curvature set and a blood oxygen saturation curvature set are calculated in a cycle of seconds, and a maximum value H of the heart rate variation curvatures is selected from the sets2And minimum value O in curvature of change of blood oxygen saturation2Then, then
Final on-line review results for the user
Wherein: alpha1And alpha2Alpha is a preset weight (which can be set according to an empirical value), alpha1∈(0，+∞],ɑ2∈[-∞,0)，H3Is H1And H2Average value of (A), O3Is O1And O2Average value of (a).
When P is 5, O3And H 31 and-1, alpha respectively1And alpha2Values of 0.5 and-0.5, respectively, then Pf is 2.5.
And finally, summarizing the final online examination results of the problems to obtain an examination report of the user so as to judge whether the user can pass the examination.
By the embodiment of the invention, whether the user has the lie information in the face examination can be effectively identified, so that a more accurate face examination result can be obtained.
Based on similar inventive concepts, the embodiment of the present invention further provides an on-line audit data processing system, as shown in fig. 2, the system includes: the data processing apparatus 10 and the mobile terminal 20 are audited online. Preferably, the on-line examination data processing device 10 can be used to implement the processes in the above method embodiments, and the mobile terminal 20 can be used to obtain the heart rate data and the blood oxygen saturation data of the user. These two parts are described in detail below in conjunction with the accompanying drawings.
Fig. 3 is a block diagram showing the structure of the on-line audit data processing apparatus 10, and as shown in fig. 3, the on-line audit data processing apparatus 10 includes: a data acquisition unit 101, a scoring unit 102, a heart rate blood oxygen data determination unit 103 and an interview result determination unit 104, wherein:
a data obtaining unit 101, configured to obtain user review data of an online review, where the user review data includes: the method comprises the following steps of (1) answering data of a user, and heart rate data and blood oxygen saturation data of the user in the answering process;
the scoring unit 102 is configured to perform scoring processing on the answer data based on a preset dialect library;
a heart rate blood oxygen data determination unit 103 for determining a rate of change of the heart rate data and a rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule;
and a facial examination result determining unit 104, configured to determine an online facial examination result of the user according to the change rates of the heart rate data and the blood oxygen saturation data and the scoring condition of the answer data.
The scoring unit 102 scores answer data in a user face examination process based on a preset word library, the face examination result determining unit 104 determines a face examination result of the user by combining the change rate of the heart rate data and the blood oxygen saturation data of the user in the face examination process determined by the heart rate blood oxygen data determining unit 103, and whether the user has the situation of the misrepresentation information in the face examination can be effectively identified through the change rate of the heart rate data and the blood oxygen saturation data, so that a more accurate face examination result can be obtained.
In practical operation, the above-mentioned on-line audit data processing apparatus 10 further comprises: a request sending unit for sending the heart rate data and the blood oxygen saturation data acquisition request to a user terminal (i.e., the mobile terminal 20).
In an embodiment, the heart rate blood oxygen data determining unit 103 specifically includes: an average rate of change determination module and a rate of change set determination module, wherein:
the average change rate determining module is used for respectively determining the average change rate of the heart rate data and the average change rate of the oxyhemoglobin saturation data according to the answering time of the user, the initial data and the final data of the heart rate data and the oxyhemoglobin saturation data of the user in the answering process;
a rate set determination module for determining the set of rates of change of heart rate data and the set of rates of change of blood oxygen saturation data, respectively, based on a predetermined period.
Accordingly, the face examination result determination unit 104 is specifically configured to: and determining the on-line examination result of the user according to the average change rate of the heart rate data and the blood oxygen saturation data, the maximum value in the heart rate data change rate set, the minimum value in the blood oxygen saturation change rate set and the grading condition of the answer data.
For specific execution processes of the units and the modules, reference may be made to the description in the foregoing method embodiments, and details are not described here again.
Fig. 4 is a block diagram of the structure of the mobile terminal 20, and as shown in fig. 4, the mobile terminal 20 includes: heart rate blood oxygen data request receiving unit 201, heart rate data acquisition unit 202, blood oxygen saturation data acquisition unit 203 and heart rate blood oxygen data sending unit 204, wherein:
a heart rate and blood oxygen data request receiving unit 201, configured to receive a request for acquiring heart rate data and blood oxygen saturation data from the on-line panel data processing device;
the heart rate data acquisition unit 202 is used for acquiring heart rate data in the user answering process;
a blood oxygen saturation degree data acquisition unit 203 for acquiring blood oxygen saturation degree data in the user answering process;
and the heart rate blood oxygen data sending unit 204 is used for sending the acquired heart rate data and the acquired blood oxygen saturation data to the online auditing data processing device.
In actual operation, the mobile terminal 20 may be a mobile phone, a smart band, a smart watch, or the like. The heart rate data acquisition unit 202 may be a heart rate sensor provided in the mobile terminal 20, and the blood oxygen saturation data acquisition unit 203 may be a blood oxygen probe sensor provided in the mobile terminal 20.
A specific embodiment is given below based on a bank credit scenario as an example. In this example, the credit APP (application) may be downloaded at the mobile terminal 20, and through this APP, the user terminal is applied for the right of use of the heart rate data acquisition unit and the blood oxygen saturation data acquisition unit, and the user is prompted when applying for the right, and providing the heart rate and blood oxygen saturation data can improve the loan application success rate and limit.
In this example, the credit trial process specifically includes:
step 1): when the user applies for the credit, the user is prompted to apply for the use permission of the heart rate data acquisition unit and the oxyhemoglobin saturation data acquisition unit through the APP, and the user is informed to carry out heart rate monitoring and oxyhemoglobin saturation monitoring, so that the paying efficiency and paying limit can be improved.
Step 2): if the user agrees to provide the heart rate monitoring and oxyhemoglobin saturation monitoring authority, the user is prompted to enable a finger or a wrist to be close to a sensor in the mobile terminal, test is conducted, and if data are tested, the step 3 is conducted, the user cannot be prompted to retry to monitor the position placement or abandon the monitoring (abandoning the monitoring can prompt that the paying efficiency is possibly reduced, the paying amount is reduced, and the like).
Step 3): the online interview and the question and answer of the talk library are carried out, the change conditions of the heart rate and the blood oxygen saturation are recorded in the process, the rise of the heart rate and the fall of the blood oxygen saturation represent the rise of the pressure, and the lie may exist. And associating the change with the current answer question of the user to determine the face examination result of the user.
In this example, as shown in FIG. 5, the on-line audit data processing system based on a bank credit scenario includes the following: heart rate and blood oxygen saturation monitoring device 1, dialect library question-answering device 2 and final score calculating device 3, wherein:
the heart rate and blood oxygen saturation monitoring device 1 is used for monitoring heart rate data and blood oxygen saturation data of a user and respectively generating graphs of the heart rate data and the blood oxygen saturation data.
Fig. 6 is a block diagram of the heart rate and blood oxygen saturation monitoring apparatus 1, and as shown in fig. 6, the heart rate and blood oxygen saturation monitoring apparatus 1 includes: heart rate monitoring unit 11, blood oxygen saturation testing unit 12 and time curve variation generating unit 13, wherein:
a heart rate monitoring unit 11 for monitoring heart rate data of a user;
a blood oxygen saturation test unit 12 for monitoring blood oxygen saturation data of the user;
a time curve change generating unit 13 for generating time-varying graphs from the heart rate data and the blood oxygen saturation data of the user, respectively.
The question-answering device 2 of the dialect library is used for carrying out online conversations, scoring according to answers of users and recording the time of question asking and answering of each question.
Fig. 7 is a block diagram showing the structure of the dialect library question-answering device 2, and as shown in fig. 7, the dialect library question-answering device 2 includes:
the policy analysis unit 21 is configured to obtain a voice answer of a user, and perform analysis processing on the voice answer, for example, convert the voice answer into text data, and analyze the text data based on a preset dialect library.
And the strategy execution unit 22 scores the user answers according to the analysis result.
And final score calculating means 3 for calculating a change in pressure value during the user's answer to the question based on changes in heart rate and blood oxygen saturation, and recording a change in pressure value during the question asking and the answer for each question based on a time axis.
Fig. 8 is a block diagram showing the configuration of the final score calculating device 3, and as shown in fig. 8, the final score calculating device 3 includes:
a pressure variation calculating unit 31 for calculating the average variation rate of the heart rate data and the blood oxygen saturation data in the answering process, the maximum value in the heart rate data variation rate set per second in the answering process, and the minimum value in the blood oxygen saturation variation rate set, namely, calculating the average variation rate H of the heart rate data of the user in the answering process1Average change rate O of blood oxygen saturation data of user in answering process1Maximum H in heart rate variation curvature2And minimum value O in curvature of change of blood oxygen saturation2。
A dialect library score correction unit 32 for correcting the score based onThe above formula
The score P generated by the strategy executing unit 22 is modified to obtain the final score of the user's answer.
The credit anti-fraud identification scheme based on the heart rate and the blood oxygen saturation monitoring of the terminal equipment corrects the conversation score of the user through pressure lie detection, and can reduce economic risks caused by the lie reporting of the client.
The present embodiment also provides an electronic device, which may be a desktop computer, a tablet computer, a mobile terminal, and the like, but is not limited thereto. In this embodiment, the electronic device may be implemented with reference to the above method embodiment and the embodiment of the online data processing apparatus/system, and the contents thereof are incorporated herein, and repeated descriptions are omitted.
Fig. 9 is a schematic block diagram of a system configuration of an electronic apparatus 600 according to an embodiment of the present invention. As shown in fig. 9, the electronic device 600 may include a central processor 100 and a memory 140; the memory 140 is coupled to the central processor 100. Notably, this diagram is exemplary; other types of structures may also be used in addition to or in place of the structure to implement telecommunications or other functions.
In one embodiment, the on-line audit data processing functionality may be integrated into the central processor 100. The central processor 100 may be configured to control as follows:
acquiring on-line audit user audit data, wherein the user audit data comprises: the method comprises the following steps of (1) answering data of a user, and heart rate data and blood oxygen saturation data of the user in the answering process;
based on a preset dialect library, scoring the answer data;
determining a rate of change of the heart rate data and a rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule;
and determining the on-line examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data and the grading condition of the answer data.
As can be seen from the above description, the electronic device provided in the embodiment of the present application scores answer data in a user face examination process based on a preset word library, and determines a face examination result of the user according to change rates of heart rate data and blood oxygen saturation data of the user obtained in the face examination process, and can effectively identify whether the user has misrepresentation information in the face examination through the change rates of the heart rate data and the blood oxygen saturation data, so that a more accurate face examination result can be obtained.
In another embodiment, the on-line data processing apparatus/system can be configured separately from the central processor 100, for example, the on-line data processing apparatus/system can be configured as a chip connected to the central processor 100, and the on-line data processing function can be realized by the control of the central processor.
As shown in fig. 9, the electronic device 600 may further include: communication module 110, input unit 120, audio processing unit 130, display 160, power supply 170. It is noted that the electronic device 600 does not necessarily include all of the components shown in FIG. 9; furthermore, the electronic device 600 may also comprise components not shown in fig. 9, which may be referred to in the prior art.
As shown in fig. 9, the central processor 100, sometimes referred to as a controller or operational control, may include a microprocessor or other processor device and/or logic device, the central processor 100 receiving input and controlling the operation of the various components of the electronic device 600.
The memory 140 may be, for example, one or more of a buffer, a flash memory, a hard drive, a removable media, a volatile memory, a non-volatile memory, or other suitable device. The information relating to the failure may be stored, and a program for executing the information may be stored. And the central processing unit 100 may execute the program stored in the memory 140 to realize information storage or processing, etc.
The input unit 120 provides input to the cpu 100. The input unit 120 is, for example, a key or a touch input device. The power supply 170 is used to provide power to the electronic device 600. The display 160 is used to display an object to be displayed, such as an image or a character. The display may be, for example, an LCD display, but is not limited thereto.
The memory 140 may be a solid state memory such as Read Only Memory (ROM), Random Access Memory (RAM), a SIM card, or the like. There may also be a memory that holds information even when power is off, can be selectively erased, and is provided with more data, an example of which is sometimes called an EPROM or the like. The memory 140 may also be some other type of device. Memory 140 includes buffer memory 141 (sometimes referred to as a buffer). The memory 140 may include an application/function storage section 142, and the application/function storage section 142 is used to store application programs and function programs or a flow for executing the operation of the electronic device 600 by the central processing unit 100.
The memory 140 may also include a data store 143, the data store 143 for storing data, such as contacts, digital data, pictures, sounds, and/or any other data used by the electronic device. The driver storage portion 144 of the memory 140 may include various drivers of the electronic device for communication functions and/or for performing other functions of the electronic device (e.g., messaging application, address book application, etc.).
The communication module 110 is a transmitter/receiver 110 that transmits and receives signals via an antenna 111. The communication module (transmitter/receiver) 110 is coupled to the central processor 100 to provide an input signal and receive an output signal, which may be the same as in the case of a conventional mobile communication terminal.
Based on different communication technologies, a plurality of communication modules 110, such as a cellular network module, a bluetooth module, and/or a wireless local area network module, may be provided in the same electronic device. The communication module (transmitter/receiver) 110 is also coupled to a speaker 131 and a microphone 132 via an audio processor 130 to provide audio output via the speaker 131 and receive audio input from the microphone 132 to implement general telecommunications functions. Audio processor 130 may include any suitable buffers, decoders, amplifiers and so forth. In addition, an audio processor 130 is also coupled to the central processor 100, so that recording on the local can be enabled through a microphone 132, and so that sound stored on the local can be played through a speaker 131.
Embodiments of the present invention further provide a computer-readable storage medium, on which a computer program is stored, where the computer program is executed by a processor to implement the steps of the above-mentioned on-line audit data processing method.
In summary, to solve the problem of the client misrepresentation information in online conversations, embodiments of the present invention provide a credit fraud prevention identification method based on monitoring of heart rate and blood oxygen saturation of a terminal device, which corrects a conversation score of a user by pressure misrepresentation, so as to reduce economic risks caused by misrepresentation of the client. The embodiment of the invention depends on hardware equipment with high popularity and convenient use; in addition, as the auxiliary score, the accuracy of the conversation score can be improved.
The preferred embodiments of the present invention have been described above with reference to the accompanying drawings. The many features and advantages of the embodiments are apparent from the detailed specification, and thus, it is intended by the appended claims to cover all such features and advantages of the embodiments which fall within the true spirit and scope thereof. Further, since numerous modifications and changes will readily occur to those skilled in the art, it is not desired to limit the embodiments of the invention to the exact construction and operation illustrated and described, and accordingly, all suitable modifications and equivalents may be resorted to, falling within the scope thereof.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The principle and the implementation mode of the invention are explained by applying specific embodiments in the invention, and the description of the embodiments is only used for helping to understand the method and the core idea of the invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (12)
1. An on-line audit data processing method, comprising:
acquiring on-line audit user audit data, wherein the user audit data comprises: the method comprises the following steps of (1) answering data of a user, and heart rate data and blood oxygen saturation data of the user in the answering process;
based on a preset dialect library, scoring the answer data;
determining a rate of change of the heart rate data and a rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule;
and determining the on-line examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data and the grading condition of the answer data.
2. The method of claim 1, wherein prior to obtaining on-line review user review data, the method comprises:
and sending the heart rate data and the blood oxygen saturation data acquisition request to a user terminal.
3. The method of claim 1, wherein determining the rate of change of the heart rate data and the rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule comprises:
respectively determining the average change rate of the heart rate data and the average change rate of the blood oxygen saturation data according to the answering time of the user, the initial data and the final data of the heart rate data and the blood oxygen saturation data of the user in the answering process;
determining the set of heart rate data rates and the set of blood oxygen saturation data rates, respectively, based on a predetermined period.
4. The method of claim 3, wherein determining the on-line review result of the user based on the rate of change of the heart rate data and the blood oxygen saturation data and the score of the answer data comprises:
and determining the on-line examination result of the user according to the average change rate of the heart rate data and the blood oxygen saturation data, the maximum value in the heart rate data change rate set, the minimum value in the blood oxygen saturation change rate set and the grading condition of the answer data.
5. An inline audit data processing apparatus, comprising:
the data acquisition unit is used for acquiring the user face audit data of the on-line face audit, and the user face audit data comprises: the method comprises the following steps of (1) answering data of a user, and heart rate data and blood oxygen saturation data of the user in the answering process;
the scoring unit is used for scoring the answer data based on a preset dialect library;
a heart rate blood oxygen data determination unit for determining a rate of change of the heart rate data and a rate of change of the blood oxygen saturation data, respectively, based on a predetermined rule;
and the facial examination result determining unit is used for determining the on-line facial examination result of the user according to the change rate of the heart rate data and the blood oxygen saturation data and the grading condition of the answer data.
6. The apparatus of claim 5, wherein the apparatus comprises:
and the request sending unit is used for sending the heart rate data and the blood oxygen saturation data acquisition request to the user terminal.
7. The apparatus of claim 5, wherein the heart rate oximetry data determination unit comprises:
the average change rate determining module is used for respectively determining the average change rate of the heart rate data and the average change rate of the oxyhemoglobin saturation data according to the answering time of the user, the initial data and the final data of the heart rate data and the oxyhemoglobin saturation data of the user in the answering process;
a rate set determination module for determining the set of rates of change of heart rate data and the set of rates of change of blood oxygen saturation data, respectively, based on a predetermined period.
8. The apparatus according to claim 7, wherein the facial examination result determining unit is specifically configured to:
and determining the on-line examination result of the user according to the average change rate of the heart rate data and the blood oxygen saturation data, the maximum value in the heart rate data change rate set, the minimum value in the blood oxygen saturation change rate set and the grading condition of the answer data.
9. A mobile terminal, characterized in that the mobile terminal comprises:
the heart rate blood oxygen data request receiving unit is used for receiving the acquisition requests of the heart rate data and the blood oxygen saturation data from the on-line examination data processing device;
the heart rate data acquisition unit is used for acquiring heart rate data in the answering process of the user;
the blood oxygen saturation data acquisition unit is used for acquiring blood oxygen saturation data in the user answering process;
and the heart rate blood oxygen data sending unit is used for sending the acquired heart rate data and the acquired blood oxygen saturation data to the online auditing data processing device.
10. An inline audit data processing system, the system comprising: an on-line audit data processing apparatus according to any one of claims 5 to 8 and a mobile terminal according to claim 9.
11. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the steps of the method of any of claims 1 to 4 are implemented when the processor executes the program.
12. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 4.
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