CN114357287A

CN114357287A - Intelligent auditing method and device for internet information

Info

Publication number: CN114357287A
Application number: CN202111611108.0A
Authority: CN
Inventors: 林盛; 刘鹏华; 张毅; 罗辉艺; 赵康成; 卢锡岳; 彭伟峰; 曾宪浩; 陈波; 郑华聪; 李玉源
Original assignee: Guangzhou Quwan Network Technology Co Ltd
Current assignee: Guangzhou Quwan Network Technology Co Ltd
Priority date: 2021-12-27
Filing date: 2021-12-27
Publication date: 2022-04-15

Abstract

The invention discloses an intelligent auditing method and device for internet information, wherein the method comprises the following steps: acquiring at least one piece of target information to be audited; determining an auditing type corresponding to each target information according to each target information; and according to the auditing type corresponding to each target information, executing matched auditing operation on each target information to obtain the auditing result corresponding to each target information. Therefore, the implementation of the invention can execute the matched auditing operation according to the auditing type corresponding to the information without adopting a multi-turn auditing mode for each information, which is not only beneficial to simplifying the auditing work flow of the information and further improving the auditing efficiency of the information, thereby improving the timeliness when the information is issued, but also beneficial to reasonably planning the information auditing work, further improving the accuracy of the obtained information auditing result, thereby ensuring the validity and the safety of the issued information and creating a green and healthy network environment.

Description

Intelligent auditing method and device for internet information

Technical Field

The invention relates to the technical field of computers, in particular to an intelligent auditing method and device for internet information.

Background

With the rapid development of the internet, the content presented by the internet information is more and more diversified. In order to respond to the management requirement of the current country on the internet information release, a green and safe internet environment is provided, and before the internet information release, the internet information to be released is usually required to be checked, so that the safety and the legality of the released internet information are ensured.

At present, internet information uploaded by users through a network is explosively increased in an exponential manner, wherein the internet information contains many illegal information, so that the requirement of an auditing platform for processing the internet information is higher and higher. At present, in order to guarantee the security and the legitimacy of internet information, the audit platform generally adopts many people's mode of examining and verifying in turn, carries out many rounds of audits to every internet information of treating the issue, then synthesizes a plurality of results of examining and verifying and decides whether every internet information can issue, like this, can make the process of examining and verifying of internet information too complicated, is unfavorable for improving the efficiency of examining and verifying of internet information to the timeliness when influencing internet information issue. Therefore, it is important to provide a method for improving the efficiency and accuracy of internet information auditing.

Disclosure of Invention

The technical problem to be solved by the invention is to provide a method and a device for intelligently auditing internet information, which can simplify the auditing work flow of the information, further improve the auditing efficiency of the information, thereby improving the timeliness when the information is issued, and also can reasonably plan the information auditing work, thereby improving the accuracy of the obtained information auditing result.

In order to solve the technical problem, a first aspect of the present invention discloses an intelligent auditing method for internet information, including:

acquiring at least one piece of target information to be audited;

determining an auditing type corresponding to each target information according to each target information;

and according to the auditing type corresponding to each target information, executing matched auditing operation on each target information to obtain the auditing result corresponding to each target information.

As an optional implementation manner, in the first aspect of the present invention, the determining, according to each piece of target information, an audit type corresponding to each piece of target information includes:

determining an information parameter of each target information according to each target information; the information parameter of each target information comprises at least one of a specific content attribute of each target information, a user parameter of a publishing user corresponding to each target information and an information type of each target information;

analyzing the influence condition of each target information according to the information parameter of each target information; the influence condition of each target information is the influence condition of each target information on a corresponding receiving user and/or a corresponding issuing platform and/or a corresponding target area;

and determining the auditing type corresponding to each target information according to the influence condition of each target information.

As an optional implementation manner, in the first aspect of the present invention, the determining, according to an influence condition of each piece of target information, an audit type corresponding to each piece of target information includes:

for each piece of target information, when the influence condition of the target information is analyzed not to be a negative influence condition, determining that the auditing type corresponding to the target information is a first auditing type;

when the influence condition of the target information is analyzed to be a negative influence condition, determining that the auditing type corresponding to the target information is a second auditing type; the auditing degree of the second auditing type is greater than that of the first auditing type.

As an optional implementation manner, in the first aspect of the present invention, after analyzing that the influence condition of the target information is a negative influence condition, and before determining that the audit type corresponding to the target information is the second audit type, the method further includes:

determining the negative influence degree of the target information, and judging whether the absolute value of the negative influence degree of the target information is greater than or equal to a preset influence degree threshold value or not;

when the absolute value of the negative influence degree is judged to be smaller than the preset influence degree threshold value, triggering and executing the operation of determining that the audit type corresponding to the target information is the first audit type;

and when the absolute value of the negative influence degree is judged to be greater than or equal to the preset influence degree threshold value, triggering and executing the operation of determining that the audit type corresponding to the target information is the second audit type.

As an optional implementation manner, in the first aspect of the present invention, the performing, according to the audit type corresponding to each piece of target information, a matching audit operation on each piece of target information to obtain an audit result corresponding to each piece of target information includes:

for each piece of first target information of which the auditing type is the first auditing type, detecting whether an auditing opinion matched with the first target information is received or not; when the received auditing opinions matched with the first target information are detected, determining the auditing opinions as auditing results corresponding to the first information;

and, the method further comprises:

for each piece of first target information, when the audit opinion matched with the first target information indicates that the first target information is approved to be issued, issuing the first target information to the corresponding issuing platform; and when the auditing opinions matched with the first target information do not agree to release the first information, changing the auditing type corresponding to the first target information from the first auditing type to the second auditing type.

As an optional implementation manner, in the first aspect of the present invention, the performing, according to the audit type corresponding to each piece of target information, a matching audit operation on each piece of target information to obtain an audit result corresponding to each piece of target information further includes:

determining all second target information of which the auditing type is the second auditing type from all the target information;

determining the current checking round needing checking and a third target information set to be checked corresponding to the checking round; the third target information set comprises at least one piece of third target information, and when the auditing turn is 1, the third target information set comprises all the second target information;

determining an audit queue in which each third target information is located according to a predetermined audit queue distribution rule; performing matched label labeling operation on each piece of third target information according to a label labeling rule corresponding to an audit queue where each piece of third target information is located, and obtaining a label labeling result of each piece of third target information in the audit round;

judging whether the checking round is equal to the maximum checking number;

when the checking round is judged to be equal to the maximum checking round, determining the label labeling result of each third target information in the checking round as the checking result corresponding to each third target information;

when the checking round is judged to be less than the maximum checking number, according to the label labeling result of each third target information in the checking round, the third target information which is indicated that the label labeling result in the checking round does not need to be checked in the next round is excluded from all the third target information so as to update the third target information set;

increasing the checking round by 1 time to update the checking round; after the checking round is updated, determining the updated third target information set as a third target information set to be checked corresponding to the checking round, triggering and executing the preset checking queue distribution rule, and determining the checking queue where each piece of third target information is located; and according to the label labeling rule corresponding to the auditing queue where each third target information is located, performing matched label labeling operation on each third target information to obtain the auditing and labeling result of each third target information in the auditing round, and triggering and executing the step of judging whether the auditing round is equal to the maximum auditing number.

As an optional implementation manner, in the first aspect of the present invention, after the performing, according to the audit type corresponding to each piece of target information, a matched audit operation on each piece of target information to obtain an audit result corresponding to each piece of target information, the method further includes:

for each piece of second target information, determining a tag type corresponding to the auditing result of the second target information according to the auditing result of the second target information; determining a label grade corresponding to the label type according to the label type corresponding to the auditing result of the second target information; acquiring user parameters of the issuing user corresponding to the second target information; the user parameter of the publishing user comprises historical violation conditions of the publishing user, and the historical violation conditions of the publishing user comprise historical violation times of the publishing user under the label type; and generating penalty information matched with the issuing user according to the label level corresponding to the label type and the historical violation times of the issuing user under the label type.

The second aspect of the invention discloses an intelligent auditing device for internet information, which comprises:

the acquisition module is used for acquiring at least one piece of target information to be audited;

the first determining module is used for determining an auditing type corresponding to each target information according to each target information;

and the information auditing module is used for executing matched auditing operation on each target information according to the auditing type corresponding to each target information to obtain the auditing result corresponding to each target information.

As an optional implementation manner, in the second aspect of the present invention, the first determining module includes:

the first determining submodule is used for determining the information parameter of each target information according to each target information; the information parameter of each target information comprises at least one of a specific content attribute of each target information, a user parameter of a publishing user corresponding to each target information and an information type of each target information;

the analysis submodule is used for analyzing the influence condition of each target information according to the information parameter of each target information; the influence condition of each target information is the influence condition of each target information on a corresponding receiving user and/or a corresponding issuing platform and/or a corresponding target area;

the first determining submodule is further configured to determine, according to an influence condition of each piece of target information, an audit type corresponding to each piece of target information.

As an optional implementation manner, in the second aspect of the present invention, the manner that the first determining sub-module determines, according to the influence of each piece of target information, the audit type corresponding to each piece of target information is specifically:

for each target information, when the analysis sub-module analyzes that the influence condition of the target information is not a negative influence condition, determining that the auditing type corresponding to the target information is a first auditing type; when the analysis sub-module analyzes that the influence condition of the target information is a negative influence condition, determining that the auditing type corresponding to the target information is a second auditing type; the auditing degree of the second auditing type is greater than that of the first auditing type.

As an optional implementation manner, in the second aspect of the present invention, the first determining sub-module is further configured to:

after the analysis sub-module analyzes that the influence condition of the target information is a negative influence condition and before the audit type corresponding to the target information is determined to be a second audit type, determining the negative influence degree of the target information, and judging whether the absolute value of the negative influence degree of the target information is greater than or equal to a preset influence degree threshold value or not;

As an optional implementation manner, in the second aspect of the present invention, the information auditing module includes:

the detection sub-module is used for detecting whether an audit opinion matched with the first target information is received or not for each first target information of which the audit type is the first audit type;

the second determining sub-module is used for determining the audit opinion as an audit result corresponding to the first information when the detection sub-module detects that the audit opinion matched with the first target information is received;

and, the apparatus further comprises:

the information issuing module is used for issuing the first target information to the corresponding issuing platform when the auditing opinions matched with the first target information indicate that the first target information is approved to be issued for each piece of first target information;

and the changing module is used for changing the audit type corresponding to the first target information from the first audit type to the second audit type when the audit opinion matched with the first target information does not agree to release the first information.

As an optional implementation manner, in the second aspect of the present invention, the information auditing module further includes:

the second determining sub-module is further configured to determine, from all the target information, all second target information of which the review type is the second review type; determining the current checking round needing checking and a third target information set to be checked corresponding to the checking round; the third target information set comprises at least one piece of third target information, and when the auditing turn is 1, the third target information set comprises all the second target information;

the marking sub-module is used for determining an audit queue where each piece of third target information is located according to a predetermined audit queue distribution rule; performing matched label labeling operation on each piece of third target information according to a label labeling rule corresponding to an audit queue where each piece of third target information is located, and obtaining a label labeling result of each piece of third target information in the audit round;

the judging submodule is used for judging whether the auditing turn is equal to the maximum auditing turn or not;

the second determining submodule is further configured to determine, when the judging submodule judges that the checking round is equal to the maximum checking round, a tag labeling result of each piece of the third target information in the checking round as a checking result corresponding to each piece of the third target information;

the information processing submodule is used for removing third target information which is indicated to be unnecessary to be checked in the next round from all the third target information according to the label marking result of each third target information in the checking round when the judging submodule judges that the checking round is smaller than the maximum checking round so as to update the third target information set;

the updating submodule is used for increasing the auditing turn by 1 time so as to update the auditing turn; after the checking round is updated, determining the updated third target information set as a third target information set to be checked corresponding to the checking round, triggering the marking sub-module to execute the pre-determined checking queue distribution rule, and determining the checking queue where each piece of third target information is located; and according to a label labeling rule corresponding to an audit queue in which each piece of third target information is located, performing matched label labeling operation on each piece of third target information to obtain an audit labeling result of each piece of third target information in the audit round, and triggering the judgment sub-module to execute the step of judging whether the audit round is equal to the maximum audit round.

As an alternative embodiment, in the second aspect of the present invention, the apparatus further comprises:

the second determining module is configured to, after the information auditing module performs a matched auditing operation on each piece of target information according to the auditing type corresponding to each piece of target information to obtain an auditing result corresponding to each piece of target information, determine, for each piece of second target information, a tag type corresponding to the auditing result of the second target information according to the auditing result of the second target information; determining a label grade corresponding to the label type according to the label type corresponding to the auditing result of the second target information;

the obtaining module is further configured to obtain a user parameter of the publishing user corresponding to the second target information; the user parameter of the publishing user comprises historical violation conditions of the publishing user, and the historical violation conditions of the publishing user comprise historical violation times of the publishing user under the label type;

and the information generation module is used for generating penalty information matched with the issuing user according to the label level corresponding to the label type and the historical violation times of the issuing user under the label type.

The third aspect of the invention discloses another intelligent auditing device for internet information, which comprises:

a memory storing executable program code;

a processor coupled with the memory;

the processor calls the executable program code stored in the memory to execute the intelligent auditing method for the internet information disclosed by the first aspect of the invention.

The fourth aspect of the present invention discloses a computer-storable medium, which stores computer instructions, and when the computer instructions are called, the computer instructions are used for executing the intelligent auditing method for the internet information disclosed in the first aspect of the present invention.

Compared with the prior art, the embodiment of the invention has the following beneficial effects:

in the embodiment of the invention, at least one piece of target information to be audited is acquired; determining an auditing type corresponding to each target information according to each target information; and according to the auditing type corresponding to each target information, executing matched auditing operation on each target information to obtain the auditing result corresponding to each target information. Therefore, by the method and the device, the auditing work flow of the information can be simplified, the auditing efficiency of the information is improved, the timeliness of the information issuing is improved, the information auditing work can be reasonably planned, the accuracy of the obtained information auditing result is improved, the legality and the safety of the issued information are guaranteed, and a green and healthy network environment is created.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.

Fig. 1 is a schematic flow chart of an intelligent internet information auditing method according to an embodiment of the present invention;

FIG. 2 is a schematic flow chart of another method for intelligently reviewing Internet information according to an embodiment of the present invention;

fig. 3 is a schematic structural diagram of an intelligent internet information auditing apparatus according to an embodiment of the present invention;

fig. 4 is a schematic structural diagram of another intelligent internet information auditing device disclosed in the embodiment of the invention;

fig. 5 is a schematic structural diagram of another intelligent internet information auditing apparatus according to an embodiment of the present invention.

Detailed Description

In order to make the technical solutions of the present invention better understood, 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 only a part of the embodiments of the present invention, and not all of the embodiments. 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.

The terms "first," "second," and the like in the description and claims of the present invention and in the above-described drawings are used for distinguishing between different objects and not for describing a particular order. Furthermore, the terms "include" and "have," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, apparatus, article, or article that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or article.

Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the invention. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.

The invention discloses an intelligent auditing method and device for internet information, which can simplify the auditing work flow of the information, improve the auditing efficiency of the information, reasonably plan the information auditing work and improve the accuracy of the obtained information auditing result. The following are detailed below.

Example one

Referring to fig. 1, fig. 1 is a schematic flow chart of an intelligent internet information auditing method according to an embodiment of the present invention. The intelligent auditing method for internet information depicted in fig. 1 may be applied to review screening work of e-commerce websites, video auditing work of interactive live broadcast, and user registration information auditing work of program software, and the embodiment of the present invention is not limited. Optionally, the method may be implemented by an information auditing system, or may also be implemented by an information auditing device, where the information auditing device may be integrated in an information auditing apparatus, or may also be a local server or a cloud server for managing an information auditing process, and the embodiment of the present invention is not limited. As shown in fig. 1, the intelligent auditing method for internet information may include the following operations:

101. and acquiring at least one piece of target information to be audited.

In the embodiment of the present invention, optionally, the target information to be checked may be obtained from a user terminal of the publishing user (e.g., a mobile phone of the user, a computer of the user, etc.), or the target information to be checked may be obtained from a corresponding storage location (e.g., a database, a file, a memory, etc.) by the information publishing platform. Further optionally, the target information to be audited may be one or more target information, where when multiple target information is obtained, the multiple target information may be regarded as a target information set, the target information set may include target information of at least one information type, and the target information of each information type may be one or more. Specifically, the information type may include a static information type (e.g., text, still picture, etc.) and/or a dynamic information type (e.g., moving picture, video, etc.). Further, the target information to be audited may be obtained in real time, may also be obtained in a timing manner, and may also be obtained in an irregular manner, which is not limited in the embodiments of the present invention. Still further, the target information to be audited may be automatically audited by a corresponding information auditing device, or may be audited by a corresponding auditor.

102. And determining the auditing type corresponding to each target information according to each target information.

In the embodiment of the invention, after the target information to be audited is obtained, the auditing type corresponding to each target information can be judged. Optionally, the information parameter of each target information may be queried according to each target information; analyzing the auditing difficulty of each target information according to the information parameter of each target information; determining an auditing type corresponding to each target information according to the auditing difficulty degree of each target information; the information parameter of each target information may include an information type of each target information and/or a content attribute of each target information (e.g., current news, children literature, landscape pictures, etc.) and/or an information memory size of each target information (e.g., a playing duration of a video, a definition of a picture, etc.), and the audit type may include a key audit type, a general audit type, and a partial content audit type. Further optionally, the information parameter of each target information may be determined according to each target information; analyzing the influence condition of each target information according to the information parameter of each target information; determining an auditing type corresponding to each target information according to the influence condition of each target information; the information parameter of each target information may include at least one of a specific content attribute of each target information, a user parameter of a publishing user corresponding to each target information (e.g., a historical violation condition of the publishing user, a user level of the publishing user, etc.), and an information type of each target information, where the audit type may include a type requiring tag labeling, a general audit type, and a partial content audit type, and an embodiment of the present invention is not limited. Specifically, when the audit time is urgent or the publishing user keeps a good record all the time, the audit type corresponding to the target information can be determined to be a partial content audit type.

103. And according to the auditing type corresponding to each target information, executing matched auditing operation on each target information to obtain the auditing result corresponding to each target information.

In the embodiment of the invention, according to the auditing type corresponding to each target information, the auditing mode, namely the auditing operation, matched with the auditing type can be determined, so that the auditing result corresponding to each target information is obtained. For example, for each target information, when the audit type corresponding to the target information is a key audit type, a round audit mechanism may be adopted, or auditors with higher professional levels perform audit; when the auditing type corresponding to the target information is a general auditing type, a single auditing mechanism can be adopted, or auditing is not required to be performed by appointed auditors; when the auditing type corresponding to the target information is a type needing to be labeled, a label matched with the target information can be determined from the existing label configuration, and label labeling operation is carried out; when the auditing type corresponding to the target information is a partial content auditing type, a certain section of content of the target information can be randomly extracted for auditing. Further, according to an audit operation (or an audit mode) corresponding to the target information, an audit result corresponding to the target information under the audit operation can be obtained.

Therefore, by implementing the embodiment of the invention, the corresponding auditing type of the information can be determined according to the acquired various types of information, and the corresponding auditing operation is executed without adopting a round auditing mechanism for auditing each information, so that not only can different auditing business requirements be met, but also the flexibility of information auditing is improved, the intelligent auditing mode of the information is enriched, the auditing type of each information can be determined in a targeted manner, the accuracy of the obtained auditing result is improved, the whole information auditing working process is simplified, and the auditing efficiency of the information auditing work is improved.

Example two

Referring to fig. 2, fig. 2 is a schematic flowchart illustrating an intelligent internet information auditing method according to an embodiment of the present invention. The intelligent auditing method for internet information depicted in fig. 2 may be applied to review screening work of e-commerce websites, video auditing work of interactive live broadcast, and user registration information auditing work of program software, and the embodiment of the present invention is not limited. Optionally, the method may be implemented by an information auditing system, or may also be implemented by an information auditing device, where the information auditing device may be integrated in an information auditing apparatus, or may also be a local server or a cloud server for managing an information auditing process, and the embodiment of the present invention is not limited. As shown in fig. 2, the intelligent auditing method for internet information may include the following operations:

201. and acquiring at least one piece of target information to be audited.

202. And determining the information parameters of each target information according to each target information.

In this embodiment of the present invention, optionally, the information parameter of each piece of target information may include at least one of a specific content attribute of each piece of target information, a user parameter of a publishing user corresponding to each piece of target information, and an information type of each piece of target information. Specifically, the specific content attribute of the target information may be a text content attribute presented by the text information, or may be a picture content attribute presented by the video information; the user parameter of the publishing user corresponding to the target information may be a historical violation condition and/or a user level of the publishing user and/or a user identity when publishing information (e.g., publishing information in a group by a group owner identity or publishing information in a platform by a personal identity); the information type of the target information may be text and/or picture and/or video and/or audio.

203. And analyzing the influence condition of each target information according to the information parameter of each target information.

In the embodiment of the present invention, optionally, the influence of each target information is an influence of each target information on a corresponding receiving user and/or publishing platform and/or target area. Specifically, the receiving user may be a certain user in a chat room, or a certain member in a certain group; the publishing platform can be an article publishing platform, an interactive live broadcast platform and a video publishing platform; the target area may be an area that is designated as a sensitive area in a certain scene. Further, the impact condition may be a negative impact condition or a positive impact condition. For example, if the text content of a certain target information plays a role in encouraging members in the group, it can be analyzed that the target information can have a positive influence on the receiving user and the publishing platform.

204. And determining the auditing type corresponding to each target information according to the influence condition of each target information.

In the embodiment of the present invention, optionally, for each target information, when the influence condition of the target information is analyzed to be a positive influence condition, it may be determined that the audit type corresponding to the target information is a general audit type; when the influence condition of the target information is analyzed to be a negative influence condition, the auditing type corresponding to the target information can be determined to be a key auditing type. Specifically, the auditing degree of the general auditing type may be smaller than that of the key auditing type, where the auditing degree may represent the auditing attention degree or the auditing specialty degree. For example, the larger the review attention is, the longer the review duration is or the more the review frequency is; the higher the auditing specialty, the more auditors with higher professional grade need to be matched.

205. And according to the auditing type corresponding to each target information, executing matched auditing operation on each target information to obtain the auditing result corresponding to each target information.

In the embodiment of the present invention, for other descriptions of step 201 and step 205, please refer to the detailed descriptions of step 101 and step 103 in the first embodiment, which is not repeated herein.

Therefore, the auditing type corresponding to the information is determined by analyzing the influence degree of the information, so that the auditing type corresponding to the information can be reasonably and pertinently determined, and the reliability and the accuracy of the obtained information auditing result aiming at the auditing type are improved, thereby being beneficial to improving the safety of the issued information and being beneficial to the green and healthy operation of an issuing platform.

In an optional embodiment, the determining, according to the influence of each target information in step 204, an audit type corresponding to each target information may include:

for each target information, when the influence condition of the target information is analyzed not to be a negative influence condition, determining that the auditing type corresponding to the target information is a first auditing type;

and when the influence condition of the target information is analyzed to be a negative influence condition, determining that the auditing type corresponding to the target information is a second auditing type.

In this optional embodiment, optionally, for each target information, when it is analyzed that the influence condition of the target information is not a negative influence condition, that is, a general influence condition or a positive influence condition, it may be determined that the audit type corresponding to the target information is a first audit type, that is, a general audit type; when the influence condition of the target information is analyzed to be a negative influence condition (for example, the violation condition of the information can reduce the platform credit level of a publishing platform, or a receiving user can do public harm, and the like), determining that the auditing type corresponding to the target information is a second auditing type, namely a key auditing type, namely the auditing degree of the second auditing type is greater than that of the first auditing type. Specifically, for the information of the general audit type, the audit duration can be shortened or the audit times can be reduced, and one-time batch processing is carried out; for the information of the key auditing types, auditing labels can be added, auditing time is prolonged, auditing times are increased or more professional auditors are selected for auditing.

Therefore, the optional embodiment can determine the auditing type corresponding to the influence condition of the information according to the positive influence condition or the negative influence condition of the information, which is beneficial to improving the reliability and the accuracy of the information auditing type determining step, and further beneficial to orderly performing of subsequent auditing work, thereby accelerating the auditing speed of the whole auditing work.

In another optional embodiment, after the analyzing of the step of determining that the influence of the target information is a negative influence, and before determining that the audit type corresponding to the target information is the second audit type, the method may further include:

when the absolute value of the negative influence degree is judged to be smaller than a preset influence degree threshold value, triggering to execute an operation of determining that the audit type corresponding to the target information is a first audit type;

and when the absolute value of the negative influence degree is judged to be greater than or equal to the preset influence degree threshold value, triggering to execute the operation of determining that the audit type corresponding to the target information is the second audit type.

In this optional embodiment, when the influence condition of the information is analyzed to be a negative influence condition, the negative influence degree of the information may be analyzed according to the negative influence condition of the information, so that the information that generates the negative influence condition is further divided into corresponding audit types. Specifically, the absolute value of the degree of negative influence may be displayed as a percentage (e.g., 50% of the absolute value of the degree of negative influence) or a specific value (e.g., 75% of the absolute value of the degree of negative influence), wherein the greater the absolute value of the degree of negative influence, the greater the degree of negative influence of the information. Further optionally, whether the information needs to be mainly audited, that is, whether the information belongs to the second audit type, may be specifically determined by setting an influence degree threshold; when the absolute value of the negative influence degree of the information is greater than or equal to the influence degree threshold (namely the information can be regarded as high-risk information), the information can be judged to belong to the second auditing type, otherwise, the information is judged to belong to the first auditing type, and key auditing is not needed. For example, in the case that the influence threshold is set to the specific value 25, when it is analyzed that the content conveyed by a certain piece of video information may cause a viewing user to generate a negative emotion (e.g., a low mood), a value of 15 points may be given to the absolute value of the negative influence of the video information, and the video information may be classified into a first review type without important review; when the content transmitted by certain audio information is analyzed to possibly cause the watching user to make a behavior damaging public order, an 80-point value can be marked on the absolute value of the negative influence degree of the audio information, and the audio information can be classified into a second checking type and needs to be checked in a key way.

Therefore, according to the optional embodiment, the audit type to which the information which can generate the negative influence condition belongs can be further analyzed according to the setting of the influence degree threshold, so that the information which can generate the negative influence condition can be further classified into the audit types, the reliability and the accuracy of the obtained information audit types are favorably improved, the subsequent audit work is more targeted and reasonable, and the intelligent audit mode of the information is enriched.

In another optional embodiment, in the step 205, performing a matching audit operation on each target information according to the audit type corresponding to each target information to obtain an audit result corresponding to each target information may include:

for each piece of first target information with the auditing type being a first auditing type, detecting whether an auditing opinion matched with the first target information is received or not;

and when the received auditing opinions matched with the first target information are detected, determining the auditing opinions as auditing results corresponding to the first information.

In this optional embodiment, optionally, for each piece of first target information whose review type is the first review type, that is, information that does not need to be reviewed in a focused manner, the review may be performed by an auditor matched with the review type, or may be automatically reviewed by the determined information review device. Specifically, the first target information may be audited in a fast audit mode or a fast labeled audit mode (e.g., one audit is performed), so that the obviously illegal first target information is passed in batch, and if the content attribute information is difficult to be determined, the audit type corresponding to the information may be subsequently modified from the first audit type to the second audit type. Further optionally, after the first target information is audited, an auditor and/or an auditing device corresponding to the first target information may send an auditing result corresponding to the first target information, where the auditing result may indicate that the first target information is approved to be issued or not approved, or a tag matched with the first target information is used, or an auditing type corresponding to the first target information is suggested to be modified from a first auditing type to a second auditing type.

Therefore, the optional embodiment can quickly audit the obviously illegal information without a multi-round auditing mode, so that the information auditing working efficiency is improved, the information auditing result is quickly obtained, the timeliness during information release is improved, and a corresponding receiving user can timely receive the information.

In yet another optional embodiment, the method may further comprise:

for each piece of first target information, when the audit opinions matched with the first target information indicate that the first target information is approved to be issued, issuing the first target information to a corresponding issuing platform;

and when the auditing opinions matched with the first target information do not agree to release the first information, changing the auditing type corresponding to the first target information from the first auditing type to a second auditing type.

In this optional embodiment, optionally, when a corresponding auditing device or auditor can relatively easily determine the content attribute of the first target information (such as obviously non-violation information), the first target information may be issued directly; when the corresponding auditing device or auditor difficultly judges the content attribute of the first target information, an auditing opinion representing that the first target information is not approved to be issued can be sent. Further, when receiving an audit opinion representing that the first target information is not approved to be issued (e.g., the first target information does not pass or the first target information is labeled), the audit type corresponding to the first target information may be changed from the first audit type to the second audit type, so that the first target information is subjected to a special audit subsequently, that is, an auditor with a higher professional level performs multiple rounds of audits on the first target information. For example, when the review type corresponding to a certain first target information is determined as the first review type, but the first target information may have an excessive negative influence on a certain specific population (for example, a depression patient), the content attribute of the first target information is difficult to determine, and the review type corresponding to the first target information may be changed from the first review type to the second review type, so as to perform a next professional review.

Therefore, the optional embodiment can rapidly pass the obviously illegal information in batches, and the information difficult to judge is subjected to the next special review, so that a reasonable review strategy can be formulated according to different information contents, the obtained review result is more accurate, the phenomenon of delayed release of the regular information is avoided, and the legality and the safety of the information difficult to judge during release are further improved.

In another optional embodiment, in the step 205, according to the audit type corresponding to each target information, performing a matched audit operation on each target information to obtain an audit result corresponding to each target information may further include:

determining all second target information with the auditing type being the second auditing type from all the target information;

determining the current checking round needing checking and a third target information set to be checked corresponding to the checking round;

determining an audit queue in which each third target information is located according to a predetermined audit queue distribution rule; performing matched label labeling operation on each third target information according to a label labeling rule corresponding to the checking queue where each third target information is located to obtain a label labeling result of each third target information in the checking turn;

judging whether the number of the auditing rounds is equal to the maximum auditing number;

when the checking round is judged to be smaller than the maximum checking round, according to the label labeling result of each third target information in the checking round, the third target information which is indicated to be unnecessary to be checked in the next round by the label labeling result of each third target information in the checking round is excluded from all the third target information so as to update the third target information set;

increasing the checking round by 1 time to update the checking round; after the checking round is updated, determining the updated third target information set as a third target information set to be checked corresponding to the checking round, triggering an executed checking queue distribution rule determined in advance, and determining a checking queue where each third target information is located; and according to the label labeling rule corresponding to the auditing queue where each third target information is located, performing matched label labeling operation on each third target information to obtain the auditing and labeling result of each third target information in the auditing turn, and triggering to execute the step of judging whether the auditing turn is equal to the maximum auditing number.

In this optional embodiment, specifically, all the second target information includes all the target information initially determined as the second audit type and all the first target information in the step of changing the audit type from the first audit type to the second audit type. Optionally, the number of auditing rounds that need to be audited may be determined as one or more times according to specific auditing requirements (such as auditing accuracy, number of issued information requirements, and the like). Further, when the number of the audit rounds is 1, the third target information set includes all the second target information, that is, all the second target information needs to be audited in the initial audit round. Further optionally, after determining that the current review round is the initial review round and all second target information to be reviewed, an review queue allocation rule may be determined according to a specific review requirement (for example, queues are allocated according to user information of a publishing user, machine review tags related to the information, and the like), and then, according to the review queue allocation rule, review queues (for example, sensitive area high-risk queues, sensitive topic high-risk queues, and the like) in which all second target information is located are determined, so that corresponding tag labeling operations are performed according to the review queues in which each second target information is located (for example, a "violate platform specification" tag, a "harmful" tag, and the like are printed on the second target information). Further, after the label tagging results of all the second target information in the initial checking round are obtained, all the second target information which indicates that the next checking round needs to be performed can be screened out from all the second target information according to all the label tagging results, and the third target information is used as third target information, that is, the third target information is information which needs to be performed in the next checking round and is screened out from the next checking round (from the beginning of the second checking round), and the label tagging results indicate that all the second target information which does not need to be performed in the next checking round does not need to be performed, and the corresponding penalty information can be directly determined or the second target information can be passed through. Further, the distribution rules of the audit queue in each audit round may be different, and the tag labeling operation of the third target information in each audit round is changed accordingly. And furthermore, the auditing work of the third target information is not finished until the current auditing turn is equal to the set maximum auditing number, and the label marking result corresponding to the third target information in the final auditing turn is used as the auditing result of the third target information. Therefore, the number of the third target information in the current reviewing turn is less than or equal to the number of the third target information in the previous reviewing turn, and a funnel-type reviewing model is presented.

Therefore, the optional embodiment can establish a multi-turn and funnel type auditing mechanism for the information of which the auditing type is the key auditing type, so that the number of the information to be audited in each turn can be reduced by turns, the auditing result of the information can be refined by turns, the issuing timeliness of the information of which the auditing type is the key auditing type can be guaranteed, and the safety of the information can be guaranteed.

In another optional embodiment, after performing, in step 205, a matched audit operation on each target information according to an audit type corresponding to each target information, and obtaining an audit result corresponding to each target information, the method may further include:

for each piece of second target information, determining a tag type corresponding to the auditing result of the second target information according to the auditing result of the second target information;

determining a label grade corresponding to the label type according to the label type corresponding to the auditing result of the second target information;

acquiring user parameters of a publishing user corresponding to the second target information;

and generating penalty information matched with the issuing user according to the label level corresponding to the label type and the historical violation times of the issuing user under the label type.

In this optional embodiment, optionally, the user parameters of the publishing user may include historical violations of the publishing user, a group and/or a workshop where the publishing user is located, and the like. Further alternatively, the tag type may be a "endangered public" type, a "endangered social" type, a "violated platform rules" type, or the like, and this alternative embodiment is not limited. Further, according to a tag type corresponding to an audit result of the second target information, a tag level (e.g., a level a, a level one, etc.) corresponding to the tag type may be determined, where a larger tag level may indicate that the violation condition of the second target information is more serious. Specifically, the publishing user's historical violations may include the number of publishing user's historical violations under the tag type. Still further, the penalty information may include a block account number (e.g., a block account number of 24 hours, a permanent block account number, etc.), a block device (e.g., a block device of 48 hours, a permanent block device, etc.), a warning, and the like. For example, after obtaining an audit result of a certain second target information, when determining that the tag type corresponding to the audit result of the second target information is a "harm society" type, it may be further determined that the tag level corresponding to the tag type is a second level; meanwhile, if the tag type of the publishing user corresponding to the second target information is a "harm society" type, 2 violations are made, and at this time, the publishing user may be subjected to a forbidden account number for 48 hours.

Therefore, the optional embodiment can determine the penalty information matched with the issuing user according to the label level and the violation condition of the issuing user, and is favorable for warning the violation issuing user in time, so that a green and healthy network environment is favorably created.

EXAMPLE III

Referring to fig. 3, fig. 3 is a schematic structural diagram of an intelligent internet information auditing apparatus according to an embodiment of the present invention. As shown in fig. 3, the intelligent auditing device for internet information may include:

an obtaining module 301, configured to obtain at least one piece of target information to be audited;

a first determining module 302, configured to determine, according to each piece of target information, an audit type corresponding to each piece of target information;

the information auditing module 303 is configured to perform a matching auditing operation on each piece of target information according to the auditing type corresponding to each piece of target information, so as to obtain an auditing result corresponding to each piece of target information.

It can be seen that, the intelligent auditing device implementing the internet information described in fig. 3 can determine the auditing type corresponding to the information according to the acquired various types of information, and execute the corresponding auditing operation, without adopting a round auditing mechanism for auditing each information, so that not only can different auditing service requirements be met, and the flexibility of information auditing is improved, thereby enriching the intelligent auditing mode of the information, but also the auditing type of each information can be determined in a targeted manner, thereby improving the accuracy of the obtained auditing result, simplifying the whole information auditing workflow, and further improving the auditing efficiency of the information auditing work.

In an alternative embodiment, the first determining module 302 may include:

a first determining submodule 3021 configured to determine an information parameter of each piece of target information according to each piece of target information;

the analysis submodule 3022 is configured to analyze an influence condition of each piece of target information according to the information parameter of each piece of target information;

the first determining submodule 3021 is further configured to determine, according to the influence of each piece of target information, an audit type corresponding to each piece of target information.

In this optional embodiment, the information parameter of each piece of target information includes at least one of a specific content attribute of each piece of target information, a user parameter of a publishing user corresponding to each piece of target information, and an information type of each piece of target information; the influence condition of each target information is the influence condition of each target information on the corresponding receiving user and/or the publishing platform and/or the target area.

It can be seen that, the intelligent auditing device implementing the internet information described in fig. 4 determines the auditing type corresponding to the information by analyzing the influence degree of the information, so that the auditing type corresponding to the information can be reasonably and pertinently determined, and the reliability and accuracy of the obtained information auditing result under the auditing type are improved, thereby being beneficial to improving the safety of the issued information and being beneficial to green and healthy operation of the issuing platform.

In another optional embodiment, the first determining submodule 3021 determines, according to the influence of each piece of target information, a mode of determining the audit type corresponding to each piece of target information specifically is:

for each target information, when the analysis submodule 3022 analyzes that the influence of the target information is not a negative influence, determining that the audit type corresponding to the target information is a first audit type; when the analysis submodule 3022 analyzes that the influence of the target information is a negative influence, it is determined that the audit type corresponding to the target information is the second audit type.

In this alternative embodiment, the second audit type has a greater extent of audit than the first audit type.

Therefore, the intelligent auditing device for implementing the internet information described in fig. 4 can determine the auditing type corresponding to the influence condition of the information according to the positive influence condition or the negative influence condition of the information, which is beneficial to improving the reliability and the accuracy of the information auditing type determining step, and further beneficial to orderly carrying out the subsequent auditing work, thereby accelerating the auditing speed of the whole auditing work.

In yet another alternative embodiment, the first determining submodule 3021 is further configured to:

after the analysis submodule 3022 analyzes that the influence condition of the target information is a negative influence condition, before determining that the audit type corresponding to the target information is the second audit type, determining the degree of negative influence of the target information, and determining whether the absolute value of the degree of negative influence of the target information is greater than or equal to a preset influence threshold;

Therefore, the intelligent auditing device for implementing the internet information described in fig. 4 can further analyze the auditing types to which the information which can generate the negative influence condition belongs according to the setting of the influence threshold, so that the information which can generate the negative influence condition can be further classified into the auditing types, the reliability and the accuracy of the obtained information auditing types are favorably improved, the subsequent auditing work is more targeted and reasonable, and the intelligent auditing mode of the information is enriched.

In yet another alternative embodiment, the information auditing module 303 may include:

the detection submodule 3031 is configured to detect, for each piece of first target information whose review type is a first review type, whether an review comment matching the first target information is received;

the second determining submodule 3032 is configured to determine, when the detecting submodule 3031 detects that the received audit opinion matching the first target information is received, the audit opinion as an audit result corresponding to the first information.

Therefore, the intelligent auditing device for implementing the internet information described in fig. 4 can quickly audit the obviously illegal information without a multi-round auditing mode, so that the auditing work efficiency of the information is improved, the auditing result of the information is quickly obtained, the timeliness of information issuing is improved, and a corresponding receiving user can timely receive the information.

In yet another alternative embodiment, the apparatus may further include:

the information issuing module 304 is configured to, for each piece of first target information, issue the first target information to a corresponding issuing platform when the review suggestion matched with the first target information indicates that the first target information is approved to be issued;

the changing module 305 is configured to, when the review opinion matched with the first target information does not agree with the issue of the first information, change the review type corresponding to the first target information from the first review type to the second review type.

Therefore, the intelligent auditing device for implementing the internet information described in fig. 4 can rapidly pass the obviously illegal information in batches, and the information difficult to judge is subjected to the next special auditing, so that a reasonable auditing strategy can be formulated according to different information contents, the obtained auditing result is more accurate, the phenomenon of delayed release of the regular information is avoided, and the legality and the safety of the information difficult to judge when the information is released are further improved.

In yet another optional embodiment, the information auditing module 303 may further include:

the second determining submodule 3032 is further configured to determine all second target information of which the review type is the second review type from all the target information; determining the current checking round needing checking and a third target information set to be checked corresponding to the checking round;

the labeling submodule 3033 is configured to determine, according to a predetermined audit queue allocation rule, an audit queue in which each piece of third target information is located; performing matched label labeling operation on each third target information according to a label labeling rule corresponding to the checking queue where each third target information is located to obtain a label labeling result of each third target information in the checking turn;

a judgment sub-module 3034, configured to judge whether the number of audit rounds is equal to the maximum number of audits;

the second determining submodule 3032 is further configured to determine, when the determining submodule 3034 determines that the audit round is equal to the maximum audit number, a tag labeling result of each piece of third target information in the audit round as an audit result corresponding to each piece of third target information;

the information processing submodule 3035 is configured to, when the judging submodule 3034 judges that the number of the audit rounds is smaller than the maximum number of the audit rounds, exclude, from all the third target information, third target information indicating that the label labeling result in the audit round does not need to be subjected to the next round of audit according to the label labeling result of each third target information in the audit rounds, so as to update the third target information set;

an update submodule 3036, configured to increase the audit round by 1 time to update the audit round; after the audit round is updated, determining the updated third target information set as a third target information set to be audited corresponding to the audit round, and triggering the marking submodule 3033 to execute to determine an audit queue where each third target information is located according to a predetermined audit queue distribution rule; according to the label labeling rule corresponding to the audit queue in which each third target information is located, performing matching label labeling operation on each third target information to obtain an audit labeling result of each third target information in the audit round, and triggering the judgment submodule 3034 to execute a step of judging whether the audit round is equal to the maximum audit round.

In this optional embodiment, the third target information set includes at least one piece of third target information, and when the number of auditing rounds is 1, the third target information set includes all pieces of second target information.

It can be seen that, by implementing the intelligent auditing device for internet information described in fig. 4, a multi-turn and funnel-type auditing mechanism can be established for information of which the auditing type is the key auditing type, so that the number of information to be audited in each turn can be reduced by turns and the auditing result of the information can be refined by turns, thereby being beneficial to ensuring the issuing timeliness of the information of which the auditing type is the key auditing type and simultaneously being beneficial to ensuring the safety of the information.

In yet another alternative embodiment, the apparatus may further include:

a second determining module 306, configured to, after the information auditing module 303 performs a matching auditing operation on each target information according to the auditing type corresponding to each target information to obtain an auditing result corresponding to each target information, determine, for each second target information, a tag type corresponding to the auditing result of the second target information according to the auditing result of the second target information; determining a label grade corresponding to the label type according to the label type corresponding to the auditing result of the second target information;

the obtaining module 301 is further configured to obtain a user parameter of the publishing user corresponding to the second target information;

and the information generating module 307 is configured to generate penalty information matched with the issuing user according to the label level corresponding to the label type and the historical violation number of the issuing user under the label type.

In this alternative embodiment, the user parameter of the publishing user includes a historical violation by the publishing user, and the historical violation by the publishing user includes a historical number of violations by the publishing user under the tag type.

Therefore, the intelligent auditing device for implementing the internet information described in fig. 4 can determine the penalty information matched with the issuing user according to the label level and the violation condition of the issuing user, and is beneficial to warning the violation issuing user in time, thereby being beneficial to creating a green and healthy network environment.

Example four

Referring to fig. 5, fig. 5 is a schematic structural diagram of another intelligent internet information auditing apparatus according to an embodiment of the present invention. As shown in fig. 5, the intelligent auditing device for internet information may include:

a memory 401 storing executable program code;

a processor 402 coupled with the memory 401;

the processor 402 calls the executable program code stored in the memory 401 to execute the steps in the method for intelligently auditing internet information described in the first embodiment of the present invention or the second embodiment of the present invention.

EXAMPLE five

The embodiment of the invention discloses a computer storage medium, which stores computer instructions, and the computer instructions are used for executing the steps in the intelligent internet information auditing method described in the first embodiment or the second embodiment of the invention when being called.

EXAMPLE six

The embodiment of the invention discloses a computer program product, which comprises a non-transitory computer readable storage medium storing a computer program, wherein the computer program is operable to make a computer execute the steps in the intelligent internet information auditing method described in the first embodiment or the second embodiment.

The above-described embodiments of the apparatus are merely illustrative, and the modules described as separate components may or may not be physically separate, and the components shown as modules may or may not be physical modules, may be located in one place, or may be distributed on a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.

Through the above detailed description of the embodiments, those skilled in the art will clearly understand that the embodiments may be implemented by software plus a necessary general hardware platform, and may also be implemented by hardware. Based on such understanding, the above technical solutions may be embodied in the form of a software product, which may be stored in a computer-readable storage medium, where the storage medium includes a Read-Only Memory (ROM), a Random Access Memory (RAM), a Programmable Read-Only Memory (PROM), an Erasable Programmable Read-Only Memory (EPROM), a One-time Programmable Read-Only Memory (OTPROM), an Electrically Erasable Programmable Read-Only Memory (EEPROM), a Compact Disc-Read-Only Memory (CD-ROM), or other disk memories, CD-ROMs, or other magnetic disks, A tape memory, or any other medium readable by a computer that can be used to carry or store data.

Finally, it should be noted that: the method and the device for intelligently auditing internet information disclosed in the embodiment of the invention are only the preferred embodiment of the invention, and are only used for illustrating the technical scheme of the invention, but not for limiting the technical scheme; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those skilled in the art; the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. An intelligent auditing method for internet information is characterized by comprising the following steps:

acquiring at least one piece of target information to be audited;

2. The intelligent auditing method for internet information according to claim 1, where determining the type of audit that each of the target information corresponds to based on each of the target information comprises:

3. The intelligent auditing method for internet information according to claim 2, where determining the auditing type for each piece of target information based on the impact of each piece of target information includes:

4. The intelligent auditing method for internet information according to claim 3, after analyzing that the target information's impact is a negative impact, and before determining that the target information's corresponding audit type is a second audit type, the method further comprises:

5. The intelligent internet information auditing method of claim 4, wherein the performing the matching auditing operation on each piece of target information according to the auditing type corresponding to each piece of target information to obtain the auditing result corresponding to each piece of target information comprises:

and, the method further comprises:

6. The intelligent auditing method for internet information according to claim 5, where the performing the matching auditing operation on each target information according to the auditing type corresponding to each target information to obtain the auditing result corresponding to each target information further comprises:

judging whether the checking round is equal to the maximum checking number;

7. The intelligent auditing method for internet information according to claim 6, after performing the matching auditing operation on each piece of target information according to the auditing type corresponding to each piece of target information to obtain the auditing result corresponding to each piece of target information, the method further comprising:

8. An intelligent auditing device of internet information, the device comprising:

9. An intelligent auditing device of internet information, the device comprising:

a memory storing executable program code;

a processor coupled with the memory;

the processor calls the executable program codes stored in the memory to execute the intelligent internet information auditing method according to any one of claims 1-7.

10. A computer storage medium storing computer instructions which, when invoked, perform a method for intelligently reviewing internet information as recited in any one of claims 1-7.