CN105828189A - Method of detecting illegal audio and video programs from multiple dimensions - Google Patents
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- CN105828189A CN105828189A CN201510004698.9A CN201510004698A CN105828189A CN 105828189 A CN105828189 A CN 105828189A CN 201510004698 A CN201510004698 A CN 201510004698A CN 105828189 A CN105828189 A CN 105828189A
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Abstract
The invention discloses a method of detecting illegal audio and video programs from multiple dimensions, comprising the following steps: detecting illegal keywords in a current audio and video program through keyword comparison, acquiring and recording the total number of audio and video programs on a website to which the current audio and video program belongs, and acquiring and recording the total number of illegal audio and video programs on the website to which the current audio and video program belongs; calculating whether the current audio and video program is illegal according to detection factors of multiple directions including the illegal keyword value, the total number of audio and video programs and the total number of illegal audio and video programs; and detecting and judging illegal audio and video programs through multi-dimensional detection. Thus, a lot of manpower is saved, the work efficiency is improved, the working time is saved, and the accuracy of the detection result is improved.
Description
Technical field
The present invention relates to internet arena, the method particularly relating to a kind of various dimensions detection audio/video program in violation of rules and regulations.
Background technology
Along with the fast development of Internet technology, audio-video frequency content is propagated more and more extensive.Infringement, pirate, relate to Huang and be seen everywhere, in order to limit the propagation of these information unauthorizeds, need multitude of video website is monitored.The most automatically whether in violation of rules and regulations screen out audio/video program, be one of audio-video monitoring difficult point of needing to solve.Be in place of the deficiencies in the prior art: do not had method quickly judge whether in violation of rules and regulations video from audio/video program, in most cases can only pass through artificial judgment, waste time and energy, efficiency is the lowest.
Summary of the invention
The technical problem to be solved in the present invention is, overcomes the drawbacks described above of prior art, by the detection of various dimensions, it is provided that a kind of means screening audio/video program in violation of rules and regulations fast and efficiently.
The technical solution adopted for the present invention to solve the technical problems is: the method providing a kind of various dimensions detection audio/video program in violation of rules and regulations, comprises the following steps:
S1, reception detection instruction in violation of rules and regulations, from current audio/video program, obtain key word and compare with the violation key word being pre-configured with, judge whether current audio/video program occurs key word in violation of rules and regulations, if detected current audio/video program occurs key word in violation of rules and regulations, then after record key word numerical value in violation of rules and regulations, enter in step S2；If detected current audio/video program does not occurs key word in violation of rules and regulations, then lock next audio/video program and receive detection instruction in violation of rules and regulations；
S2, obtain the audio/video program sum of current audio/video program affiliated web site and after record, entrance step S3；
S3, obtain the violation audio/video program sum of current audio/video program affiliated web site and after record, entrance step S4；
S4, whether in violation of rules and regulations calculate current audio/video program according to described violation key word numerical value, described audio/video program violation total, described audio/video program sum.
Preferably, also include before described step S1: preset the first weight corresponding to described violation key word, the second weight corresponding to described audio/video program sum, the 3rd weight corresponding to described violation audio/video program sum；
Described step S4 is particularly as follows: to would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight average after weighting, and judges the whether violation of current audio/video program according to the first weighted mean drawn.
Preferably, also include before described step S1: preset the scope of the first violation value；
Judge that current audio/video program includes the most in violation of rules and regulations according to the first weighted mean in described step S4: if described first weighted mean is outside set in advance first in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described first weighted mean is within the scope of set in advance first in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations.
Preferably, also include before described step S1: preset the program request amount corresponding to current audio/video program and the 4th weight of number of reviews；
Also include after described step S4:
S5, judge whether current audio/video program exists program request and comment, if current audio/video program exists program request and comment, then after obtaining the program request amount of current audio/video program and number of reviews and record, entrance step S6；If current audio/video program does not exist program request and comment, then enter step S6 after described program request amount and number of reviews being recorded as zero；
S6, would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight, corresponding to average after the described program request amount of described 4th weight and number of reviews weighting, and judge the whether violation of current audio/video program according to the second weighted mean drawn.
Preferably, also include before described step S1: preset the scope of the second violation value；
Judge that current audio/video program includes the most in violation of rules and regulations according to the second weighted mean in described step S6: if described second weighted mean is outside set in advance second in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described second weighted mean is within the scope of set in advance second in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations.
Preferably, also include before described step S1: preset the 5th weight of the violation frame number value corresponding to current audio/video program；
Also include after described step S6:
S7, judge whether current audio/video program can be downloaded, if current audio/video program can not be downloaded, then record after the violation frame number value of current audio/video program is zero, enter step S8；If current audio/video program can be downloaded, then inspect the frame of current audio/video program by random samples and it is contrasted with the violation frame being pre-configured with, judge whether current audio/video program exists frame in violation of rules and regulations: if there is frame in violation of rules and regulations, then record the violation frame number value of current audio/video program and enter step S8；If current audio/video program does not exist frame in violation of rules and regulations, then record after the violation frame number value of current audio/video program is zero, enter step S8；
S8, would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight, corresponding to the described program request amount of described 4th weight and number of reviews, corresponding to average after the described violation frame numeric weights of described 5th weight, and judge the whether violation of current audio/video program according to the 3rd weighted mean drawn.
Preferably, also include before described step S1: preset the scope of the 3rd violation value；
Judge that current audio/video program includes the most in violation of rules and regulations according to the 3rd weighted mean in described step S8: if described 3rd weighted mean is outside the set in advance 3rd in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described 3rd weighted mean is within the scope of the set in advance 3rd in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations.
Preferably, also include before described step S1: update the violation key word and frame in violation of rules and regulations being pre-configured with.
Preferably, also include before described step S1: the violation key word being pre-configured with is initialized.
Preferably, it is determined that after current audio/video program violation, its labelling increase are counted in the violation program sum of website described in current audio/video program.
Enforcement the method have the advantages that
After the present invention utilizes the violation key word in the current audio/video program of key word Determination, the audio/video program sum obtaining current audio/video program affiliated web site the violation audio/video program sum being recorded, obtaining current audio/video program affiliated web site and is recorded；Detecting factor according to various dimensions such as described violation key word numerical value, described audio/video program violation audio/video program total, described sums calculates current audio/video program the most in violation of rules and regulations；By the detection of various dimensions, audio/video program in violation of rules and regulations detected and judges, and then has saved a large amount of manpower, improve work efficiency, save the working time, improve the accuracy of testing result.
Accompanying drawing explanation
Below in conjunction with drawings and Examples, the invention will be further described, in accompanying drawing:
Fig. 1 is the method flow schematic diagram of the various dimensions of the present invention detection method first embodiment of audio/video program in violation of rules and regulations；
Fig. 2 is the method flow schematic diagram of various dimensions of the present invention detection method second embodiment of audio/video program in violation of rules and regulations；
Fig. 3 is the method flow schematic diagram of various dimensions of the present invention detection method the 3rd embodiment of audio/video program in violation of rules and regulations；
Fig. 4 is the method flow schematic diagram of various dimensions of the present invention detection method the 4th embodiment of audio/video program in violation of rules and regulations.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments.Based on the embodiment in the present invention, the every other embodiment that those of ordinary skill in the art are obtained under not making creative work premise, broadly fall into the scope of protection of the invention.
As it is shown in figure 1, Fig. 1 is the method flow schematic diagram of the various dimensions of the present invention detection method first embodiment of audio/video program in violation of rules and regulations；In certain embodiments, the present invention provides the method for a kind of various dimensions detection audio/video program in violation of rules and regulations, comprises the following steps:
After S11, reception detection instruction in violation of rules and regulations, enter step S12, from current audio/video program, obtain key word and compare with the violation key word being pre-configured with, enter step S13, judge whether current audio/video program occurs key word in violation of rules and regulations, if detected current audio/video program occurs key word in violation of rules and regulations, then, after entering step S14 record key word numerical value in violation of rules and regulations, enter in step S21；If detected current audio/video program does not occurs key word in violation of rules and regulations, then enter the next audio/video program of step S15 locking and receive detection instruction in violation of rules and regulations, namely after the step s 15, being back in step S12 carry out the contrast of key word in violation of rules and regulations；
If judging in step s 13 there is in violation of rules and regulations key word in current audio/video program, then enter step S21, after obtaining the audio/video program sum of current audio/video program affiliated web site and record, and entrance step S31.
S31, obtain the violation audio/video program sum of current audio/video program affiliated web site and after record, entrance step S4.
S41, whether in violation of rules and regulations calculate current audio/video program according to described violation key word numerical value, described audio/video program violation total, described audio/video program sum.
In certain embodiments, also included before described step S11 receives detection instruction in violation of rules and regulations: the violation key word being pre-configured with is initialized, namely before receiving detection instruction in violation of rules and regulations, first have to violation key word is initialized, in order to can carry out obtaining key word in violation of rules and regulations according to data set in advance when contrasting；And the violation key word for comparing needs to configure in advance and manage, in certain embodiments, also include before described step S1: update the violation key word being pre-configured with, namely when the value volume and range of product of violation key word changes, it is updated, in order to the ground that grows with each passing hour accurately judges key word in violation of rules and regulations.
As shown in Figure 1, in the present embodiment, specifically, after step S11 receives detection instruction in violation of rules and regulations, i.e. proceed by the comparison of key word in violation of rules and regulations, step S12 is also from current audio/video program acquisition key word and it is compared with the violation key word being pre-configured with, step S13 judges whether occur key word in violation of rules and regulations in current audio/video program, if it is same or like with the violation key word being pre-configured with to obtain key word from current audio/video program, represent and detected current audio/video program occurs key word in violation of rules and regulations, and the violation keyword of appearance is the most, its probability in violation of rules and regulations is the biggest；After then entering step S14 record key word numerical value in violation of rules and regulations, enter and step S21 obtains the audio/video program sum of current audio/video program affiliated web site and by its record, and the audio/video program sum of affiliated web site is the biggest, its probability in violation of rules and regulations is the lowest, enter step S3 afterwards and obtain the violation audio/video program sum of current audio/video program affiliated web site and by its record, and the violation audio/video program sum of affiliated web site is the biggest, its probability in violation of rules and regulations is the highest, enter step S4 afterwards according to described violation key word numerical value, described audio/video program sum, described violation audio/video program sum calculates current audio/video program the most in violation of rules and regulations.If obtaining key word from current audio/video program and not occurring same or like with the violation key word being pre-configured with, represent acquisition key word from current audio/video program same or like with the violation key word being pre-configured with, then lock next audio/video program and receive detection instruction in violation of rules and regulations, namely being back to step S12.
After the present embodiment utilizes the violation key word in the current audio/video program of key word Determination, the audio/video program sum obtaining current audio/video program affiliated web site the violation audio/video program sum being recorded, obtaining current audio/video program affiliated web site and is recorded；Current audio/video program is calculated the most in violation of rules and regulations according to described violation key word numerical value, described audio/video program violation total, described audio/video program sum；By the detection of various dimensions, audio/video program in violation of rules and regulations detected and judges, and then has saved a large amount of manpower, improve work efficiency, saved the working time, improve the accuracy of testing result.
It is the method flow schematic diagram of various dimensions of the present invention detection method second embodiment of audio/video program in violation of rules and regulations with reference to Fig. 2, Fig. 2；In the present embodiment, step S16 is also included before described step S11: preset the first weight corresponding to described violation key word, the second weight corresponding to described audio/video program sum, the 3rd weight corresponding to described violation audio/video program sum；The most described step S41 can be specially step S42: would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight average after weighting, and judges the whether violation of current audio/video program according to the first weighted mean drawn.
Specifically, in certain embodiments, also include before described step S11: preset the scope of the first violation value；Namely described first the scope of in violation of rules and regulations value can set as required and be adjusted at any time.Now, judge that current audio/video program includes the most in violation of rules and regulations according to the first weighted mean in described step S42: if described first weighted mean is outside set in advance first in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described first weighted mean is within the scope of set in advance first in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations, now, after judging that current audio/video program is in violation of rules and regulations, its labelling increase are counted in the violation program sum of website described in current audio/video program, so that being formed in website the latest data carrying out screening audio/video program in violation of rules and regulations and compare so that testing result is the most accurate.
As it is shown on figure 3, Fig. 3 is the method flow schematic diagram of various dimensions of the present invention detection method the 3rd embodiment of audio/video program in violation of rules and regulations；As preferably, before described step S11, also include step S17 after step S16: preset the program request amount corresponding to current audio/video program and the 4th weight of number of reviews；And the program request amount of current audio/video program and number of reviews the most, the range that audio frequency and video in violation of rules and regulations are disseminated is the biggest, and therefore current audio/video program probability in violation of rules and regulations is the biggest.In the present embodiment, also include after described step S42: step S51, judge whether current audio/video program exists program request and comment, if there is program request and comment in current audio/video program, then enter after step S52 obtains the program request amount of current audio/video program and number of reviews and record, entrance step S61；If current audio/video program does not exist program request and comment, then enter after described program request amount and number of reviews are recorded as zero by step S53 and enter step S6.
Step S61, would correspond to the described violation key word numerical value of described first weight, described audio/video program sum corresponding to described second weight, described violation audio/video program sum corresponding to described 3rd weight, corresponding to average after the described program request amount of described 4th weight and number of reviews weighting, and judge that current audio/video program is the most in violation of rules and regulations according to the second weighted mean drawn, namely, the present embodiment is relative to the embodiment in Fig. 1 and Fig. 2, by described violation key word numerical value, described audio/video program sum, after described violation audio/video program sum calculates weighted mean and judges that current audio/video program is the most in violation of rules and regulations；Consider described program request amount and the influence factor of number of reviews further so that it is the most accurate to judge.
In the above-described embodiments, as preferably, also include before described step S11: preset the scope of the second violation value；Described second violation value can carry out presetting and adjusting as required.
Judge that current audio/video program includes the most in violation of rules and regulations according to the second weighted mean in described step S61: if described second weighted mean is outside set in advance second in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described second weighted mean is within the scope of set in advance second in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations, now, after judging that current audio/video program is in violation of rules and regulations, its labelling increase are counted in the violation program sum of website described in current audio/video program, so that being formed in website the latest data carrying out screening audio/video program in violation of rules and regulations and compare so that testing result is the most accurate.
As shown in Figure 4, Fig. 4 is the method flow schematic diagram of various dimensions of the present invention detection method the 4th embodiment of audio/video program in violation of rules and regulations；Before described step S11, also include step S18 after step S16: preset the 5th weight of the violation frame number value corresponding to current audio/video program；And the violation frame number value of current audio/video program is the highest, this audio/video program probability in violation of rules and regulations is the biggest.And as preferably, also include before described step S11: update the violation frame being pre-configured with；Need to be updated at any time and adjust that is, be pre-configured with for the violation frame compared with the frame in current audio/video program, in order to it grows with each passing hour and more precisely judges.In the present embodiment, also include after described step S61:
Step S71, judge whether current audio/video program can be downloaded, if current audio/video program can not be downloaded, then enter step S72 and record after the violation frame number value of current audio/video program is zero, enter step S81；If current audio/video program can be downloaded, then enter step S73 inspect the frame of current audio/video program by random samples and it contrasted with the violation frame being pre-configured with, enter step S74 and judge whether current audio/video program exists frame in violation of rules and regulations: if there is frame in violation of rules and regulations, then enter step S75 and record the violation frame number value of current audio/video program and enter step S81；If current audio/video program does not exist frame in violation of rules and regulations, then enter step S72 and record after the violation frame number value of current audio/video program is zero, enter step S81.
In the present embodiment, step S81 would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight, corresponding to the described program request amount of described 4th weight and number of reviews, corresponding to average after the described violation frame numeric weights of described 5th weight, and judge the whether violation of current audio/video program according to the 3rd weighted mean drawn.Namely, the present embodiment is relative to the embodiment in Fig. 3, after described violation key word numerical value, described audio/video program violation audio/video program total, described program request amount total, described and number of reviews calculating weighted mean and judges that current audio/video program is the most in violation of rules and regulations；Consider the influence factor of described violation frame number value further so that it is the most accurate to judge.
As preferably, in certain embodiments, also include before described step S11: preset the scope of the 3rd violation value；Described 3rd violation value can carry out presetting and adjusting as required.
Judge that current audio/video program includes the most in violation of rules and regulations according to the 3rd weighted mean in described step S8: if described 3rd weighted mean is outside the set in advance 3rd in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described 3rd weighted mean is within the scope of the set in advance 3rd in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations, now, after judging that current audio/video program is in violation of rules and regulations, its labelling increase are counted in the violation program sum of website described in current audio/video program, so that being formed in website the latest data carrying out screening audio/video program in violation of rules and regulations and compare so that testing result is the most accurate.
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all any amendment, equivalent and improvement etc. made within the spirit and principles in the present invention, should be included within the scope of the present invention.
Claims (10)
1. the method for a various dimensions detection audio/video program in violation of rules and regulations, it is characterised in that comprise the following steps:
S1, reception detection instruction in violation of rules and regulations, from current audio/video program, obtain key word and compare with the violation key word being pre-configured with, judge whether current audio/video program occurs key word in violation of rules and regulations, if detected current audio/video program occurs key word in violation of rules and regulations, then after record key word numerical value in violation of rules and regulations, enter in step S2；If detected current audio/video program does not occurs key word in violation of rules and regulations, then lock next audio/video program and receive detection instruction in violation of rules and regulations；
S2, obtain the audio/video program sum of current audio/video program affiliated web site and after record, entrance step S3；
S3, obtain the violation audio/video program sum of current audio/video program affiliated web site and after record, entrance step S4；
S4, whether in violation of rules and regulations calculate current audio/video program according to described violation key word numerical value, described audio/video program violation total, described audio/video program sum.
The method of various dimensions the most according to claim 1 detection audio/video program in violation of rules and regulations, it is characterized in that, also include before described step S1: preset the first weight corresponding to described violation key word, the second weight corresponding to described audio/video program sum, the 3rd weight corresponding to described violation audio/video program sum；
Described step S4 is particularly as follows: to would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight average after weighting, and judges the whether violation of current audio/video program according to the first weighted mean drawn.
The method of various dimensions the most according to claim 2 detection audio/video program in violation of rules and regulations, it is characterised in that also include before described step S1: preset the scope of the first violation value；
Judge that current audio/video program includes the most in violation of rules and regulations according to the first weighted mean in described step S4: if described first weighted mean is outside set in advance first in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described first weighted mean is within the scope of set in advance first in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations.
The method of various dimensions the most according to claim 3 detection audio/video program in violation of rules and regulations, it is characterised in that
Also include before described step S1: preset the program request amount corresponding to current audio/video program and the 4th weight of number of reviews；
Also include after described step S4:
S5, judge whether current audio/video program exists program request and comment, if current audio/video program exists program request and comment, then after obtaining the program request amount of current audio/video program and number of reviews and record, entrance step S6；If current audio/video program does not exist program request and comment, then enter step S6 after described program request amount and number of reviews being recorded as zero；
S6, would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight, corresponding to average after the described program request amount of described 4th weight and number of reviews weighting, and judge the whether violation of current audio/video program according to the second weighted mean drawn.
The method of various dimensions the most according to claim 6 detection audio/video program in violation of rules and regulations, it is characterised in that also include before described step S1: preset the scope of the second violation value；
Judge that current audio/video program includes the most in violation of rules and regulations according to the second weighted mean in described step S6: if described second weighted mean is outside set in advance second in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described second weighted mean is within the scope of set in advance second in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations.
The method of various dimensions the most according to claim 5 detection audio/video program in violation of rules and regulations, it is characterised in that
Also include before described step S1: preset the 5th weight of the violation frame number value corresponding to current audio/video program；
Also include after described step S6:
S7, judge whether current audio/video program can be downloaded, if current audio/video program can not be downloaded, then record after the violation frame number value of current audio/video program is zero, enter step S8；If current audio/video program can be downloaded, then inspect the frame of current audio/video program by random samples and it is contrasted with the violation frame being pre-configured with, judge whether current audio/video program exists frame in violation of rules and regulations: if there is frame in violation of rules and regulations, then record the violation frame number value of current audio/video program and enter step S8；If current audio/video program does not exist frame in violation of rules and regulations, then record after the violation frame number value of current audio/video program is zero, enter step S8；
S8, would correspond to the described violation key word numerical value of described first weight, the described audio/video program sum corresponding to described second weight, the described violation audio/video program sum corresponding to described 3rd weight, corresponding to the described program request amount of described 4th weight and number of reviews, corresponding to average after the described violation frame numeric weights of described 5th weight, and judge the whether violation of current audio/video program according to the 3rd weighted mean drawn.
The method of various dimensions the most according to claim 6 detection audio/video program in violation of rules and regulations, it is characterised in that also include before described step S1: preset the scope of the 3rd violation value；
Judge that current audio/video program includes the most in violation of rules and regulations according to the 3rd weighted mean in described step S8: if described 3rd weighted mean is outside the set in advance 3rd in violation of rules and regulations value scope, then current audio/video program is not in violation of rules and regulations；If described 3rd weighted mean is within the scope of the set in advance 3rd in violation of rules and regulations value, then current audio/video program is in violation of rules and regulations.
The method of various dimensions the most according to claim 7 detection audio/video program in violation of rules and regulations, it is characterised in that also include before described step S1: update the violation key word and frame in violation of rules and regulations being pre-configured with.
9. the method detecting audio/video program in violation of rules and regulations according to the various dimensions described in any one of claim 1 to 8, it is characterised in that also include before described step S1: the violation key word being pre-configured with is initialized.
10. the method detecting audio/video program in violation of rules and regulations according to the various dimensions described in any one of claim 1 to 7, it is characterised in that after judging that current audio/video program is in violation of rules and regulations, counts its labelling increase in the violation program sum of website described in current audio/video program.
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| CN112528638A (en) * | 2019-08-29 | 2021-03-19 | 北京沃东天骏信息技术有限公司 | Abnormal object identification method and device, electronic equipment and storage medium |
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