JP7210347B2 - Information processing device, information processing method and information processing program - Google Patents

Description

The present invention relates to an information processing device, an information processing method, and an information processing program.

In recent years, advertisement distribution via networks such as the Internet has been actively performed. In performing such advertisement distribution, for example, various techniques have been proposed for accepting submissions of contents, which are advertisements to be posted on web pages, from advertisers and examining whether or not the received advertisements are suitable for distribution. (See Patent Document 1, for example). It should be noted that, in the conventional technology, the advertiser is notified of the examination result of the content.

Japanese Patent Application Laid-Open No. 2016-177600

However, in the conventional technology described above, there is room for improvement in terms of making use of the examination results of the content, merely notifying the advertiser of the examination results as to whether or not the content is appropriate.

For example, when the advertiser is notified of the review result that the content is inappropriate, the advertiser may want to correct the content and submit it again. In such a case, depending on the advertiser, it may be difficult for the advertiser to grasp which part of the content has been judged as inappropriate and to make appropriate corrections. As described above, in the prior art, it is sometimes impossible to utilize examination results, and there is room for improvement.

The present application has been made in view of the above, and an object thereof is to provide an information processing apparatus, an information processing method, and an information processing program that can utilize the examination results of content.

An information processing apparatus according to the present application includes an examination section, a specification section, and a display control section. The judging department judges the content. The specifying unit specifies, from among the targets included in the content examined by the examination unit, those that satisfy a predetermined rule set based on the examination criteria of the content. The display control unit displays the target specified by the specifying unit in a predetermined display mode.

According to one aspect of the embodiment, it is possible to utilize the results of content screening.

FIG. 1 is a diagram illustrating an example of information processing according to an embodiment. FIG. 2 is a diagram illustrating a configuration example of an information processing system according to the embodiment; FIG. 3 is a block diagram illustrating a configuration example of the information processing apparatus according to the embodiment; 4 is a diagram illustrating an example of an advertisement information storage unit according to the embodiment; FIG. FIG. 5 is a diagram illustrating an example of an examination model storage unit according to the embodiment; 6 is a diagram illustrating an example of a rule information storage unit according to the embodiment; FIG. FIG. 7A is a diagram showing an example of display information for displaying an object in a predetermined display mode. FIG. 7B is a diagram showing another example of display information for displaying an object in a predetermined display mode. FIG. 8 is a flowchart illustrating an example of the flow of information processing in the information processing apparatus according to the embodiment; FIG. 9 is a diagram illustrating an example of a hardware configuration of a computer that executes programs.

Embodiments for implementing an information processing apparatus, an information processing method, and an information processing program according to the present application (hereinafter referred to as "embodiments") will be described in detail below with reference to the drawings. The information processing apparatus, information processing method, and information processing program according to the present application are not limited to this embodiment.

(embodiment)
[1. information processing]
First, with reference to FIG. 1, information processing realized by the information processing apparatus and the like of this embodiment will be described. FIG. 1 is a diagram illustrating an example of information processing according to an embodiment. In the example shown in FIG. 1 , the information processing system 1 has an information processing device 100 , an advertiser terminal 10 , an examiner terminal 20 and a user terminal 30 . The information processing device 100, the advertiser terminal 10, the examiner terminal 20, and the user terminal 30 are communicably connected by wire or wirelessly via a predetermined communication network (not shown). It should be noted that the information processing system 1 shown in FIG. good.

The information processing device 100 shown in FIG. 1 is a server device that manages advertisements submitted from the advertiser terminal 10 used by the advertiser C1 and provides a distribution service for distributing the advertisements to the user terminal 30 used by the user U1. is. For example, the information processing device 100 stores information regarding advertisement received from the advertiser terminal 10 in the advertisement information storage unit 121 . The information processing device 100 also examines the advertisement received from the advertiser terminal 10 and stores information (examination result) regarding the examination in the advertisement information storage unit 121 . The information processing apparatus 100 may also collect information such as the delivery period of the advertisement delivered to the user terminal 30 and the number of impressions, and store the information in the storage unit.

In the example of FIG. 1, the examination of the advertisement refers to whether the text, images, and videos included in the advertisement and the link destination (landing page) of the advertisement are appropriate (for example, whether exaggerated expressions or false content It indicates whether or not the product is in violation of the provisions of various laws (Pharmaceutical Affairs Law, Copyright Law, Unauthorized Representation Prevention Law, etc.), whether it violates public order and morals, etc.). Advertisements are also an example of content.

The advertiser terminal 10 shown in FIG. 1 is an information processing device used by the advertiser C1. For example, the advertiser terminal 10 is a desktop PC (Personal Computer), a notebook PC, a tablet terminal, a mobile phone, a PDA (Personal Digital Assistant), or the like. The advertiser terminal 10 submits an advertisement to the information processing device 100 according to the operation of the advertiser C1. Further, when the information processing apparatus 100 notifies the advertiser terminal 10 of the examination result indicating that the advertisement is inappropriate in the examination of the advertisement, the advertiser terminal 10 corrects the advertisement according to the operation of the advertiser C1, and the information processing apparatus 100 corrects the advertisement. can be resubmitted to Further, when the advertiser terminal 10 receives from the information processing device 100 the control information for realizing the display processing of the information transmitted by the information processing device 100, the advertiser terminal 10 realizes the display processing according to the control information. In the example shown in FIG. 1, the advertiser terminal 10 is a notebook PC used by the advertiser C1.

The examiner terminal 20 shown in FIG. 1 is an information processing device used by the examiner E1 who visually examines advertisements and checks and corrects markings, which will be described later. For example, the examiner terminal 20 is a desktop PC, a notebook PC, a tablet terminal, a mobile phone, a PDA, or the like. The examiner terminal 20 can receive the advertisement information of the advertisement to be examined, and transmit the examination result indicating whether or not the advertisement is appropriate to the information processing device 100 according to the operation of the examiner E1. In addition, the examiner terminal 20 receives examination result information indicating the examination result of the advertisement by the information processing device 100, and confirms and corrects markings (described later) included in the examination result information according to the operation of the examiner E1. , the corrected examination result information can be transmitted to the information processing apparatus 100 . Further, when the examiner terminal 20 receives from the information processing device 100 the control information for realizing the display processing of the information transmitted by the information processing device 100, the examiner terminal 20 realizes the display processing according to the control information. In the example shown in FIG. 1, the examiner terminal 20 is a notebook PC used by the examiner E1.

A user terminal 30 shown in FIG. 1 is an information processing device used by a user U1. The user terminal 30 is realized by, for example, a smart phone, a tablet terminal, a notebook PC, a desktop PC, a mobile phone, a PDA, or the like. Also, the user terminal 30 displays information delivered by the information processing apparatus 100 using a web browser or an application. Further, when the user terminal 30 receives from the information processing apparatus 100 the control information for realizing the display processing of the information distributed by the information processing apparatus 100, the user terminal 30 realizes the display processing according to the control information. In the example shown in FIG. 1, the user terminal 30 is a smart device such as a smart phone or a tablet used by the user U1.

Information processing performed by the information processing apparatus 100 will be described below with reference to FIG. In the following description, advertisements that have not been delivered to the user terminal 30 (hereinafter, may be referred to as "pre-delivery advertisements") and advertisements that have been delivered to the user terminal 30 (hereinafter, "post-delivery advertisements") ”) is stored in the examination model storage unit 122 of the information processing apparatus 100 . Further, in the following description, the examiner terminal 20 receives from the information processing device 100 information about advertisement examination criteria and information about rules (described later) set based on the examination criteria, and notifies the examiner E1. shall be

First, the information processing device 100 receives an advertisement (pre-distribution advertisement) from the advertiser terminal 10 used by the advertiser C1 (step S11). For example, in the example of FIG. 1 , the information processing apparatus 100 receives advertisement information including text information, image information, video information, and information related to link destinations that constitute an advertisement, and stores the information in the advertisement information storage unit 121 .

Subsequently, the information processing device 100 examines the pre-distribution advertisement using the examination model (step S12). For example, in the example of FIG. 1, the information processing device 100 inputs the advertisement information received in step S11 into the examination model, and determines whether the advertisement corresponding to the advertisement information is appropriate based on the feature amount of the input advertisement information. Outputs a score indicating whether or not Then, based on the output scores, the information processing apparatus 100 determines whether the advertisement is “appropriate” (advertisement that can be delivered to the user terminal 30) or “inappropriate” (distributable to the user terminal 30) that does not satisfy the examination criteria. Advertisements that are undeliverable). Note that the information processing apparatus 100 may classify the examination results into "indistinguishable" (advertisements to be visually examined) in addition to the above-described "appropriate" and "inappropriate" based on the output score. .

Then, the information processing device 100 associates the examination result of the advertisement by the examination model (model examination result) with the advertisement and stores it in the advertisement information storage unit 121 (step S13). For example, when the examination result of the advertisement is "appropriate" or "inappropriate," the information processing apparatus 100 may add information indicating that the advertisement is "appropriate" or "inappropriate" to information related to examination using a model. , and stored in the advertisement information storage unit 121 in association with the advertisement.

In the present embodiment, the information processing apparatus 100 may extract feature amounts from the text information by analyzing the text information included in the advertisement information using a natural language processing technique such as morphological analysis as appropriate. Further, the information processing apparatus 100 may extract feature amounts of image information and video information included in advertisement information by adopting any technique.

Note that, for example, when the examination result of the advertisement received in step S11 is "undistinguishable", the information processing apparatus 100 may examine the advertisement visually. That is, for example, the information processing device 100 may transmit advertisement information corresponding to an advertisement to be visually examined to the examiner terminal 20 and allow the examiner E1 to examine the advertisement visually. Then, the information processing device 100 receives from the examiner terminal 20 information indicating that the advertisement is "appropriate" that satisfies the examination criteria, or information indicating that the advertisement is "inappropriate" that does not satisfy the examination criteria. Any one of them may be received as a visual inspection result, and the received information may be stored in the advertisement information storage unit 121 in association with the advertisement.

Here, for example, the result of the examination is notified to the advertiser C1 of the advertisement determined to be inappropriate in the above-described model or visual examination. Advertiser C1, who has received the examination result that is inappropriate, can utilize the examination result.

More specifically, the information processing device 100 satisfies a predetermined rule (hereinafter, sometimes simply referred to as “rule”) set based on the examination criteria of the advertisement among the objects included in the examined advertisement. A target is specified (step S14).

The above-mentioned targets are, for example, the text (keywords), images, and videos included in the advertisement, and the text, images, and videos included in the link destination (landing page) of the advertisement, but are limited to these. is not.

The rules described above include, for example, information indicating prohibited items defined by the examination standards. Prohibited matters include, for example, content that violates the provisions of various laws (pharmaceutical affairs law, copyright law, fraudulent labeling prevention law, etc.), content that violates advertising guidelines, expressions that are offensive to public order and morals, exaggerated expressions, and false content. description, etc. Note that the prohibited items are not limited to the above, and any items that are prohibited in advertisements may be used. Also, the rules are set based on the criteria for judging advertisements, which may or may not be the same as those for model or visual judging. Rules may also be set based on ad screening criteria, including past performance in screening.

As a result, the information processing apparatus 100 can identify targets that satisfy the rules, here, targets that satisfy the prohibited items, among the targets included in the examined advertisement. Subsequently, the information processing apparatus 100 displays the identified target (hereinafter sometimes referred to as "target location") in a predetermined display mode, in other words, marks the target location (step S15). ).

Note that the rule includes, for example, information related to an index value indicating the degree to which the rule is satisfied, category information indicating a category for examination of advertisements, and the like. The display mode can be changed, which will be described later.

Next, the information processing apparatus 100 performs confirmation by the examiner E1 on the examination results in which the target portion is marked. In the example of FIG. 1, the information processing device 100 notifies the examiner terminal 20 of the examination result 200a (hereinafter sometimes referred to as "first examination result 200a") in which the target portion is marked (step S16). . As a result, the first examination result 200a is displayed on the examiner terminal 20, and the first examination result 200a is confirmed by the examiner E1.

In the example of FIG. 1, the first examination result 200a is the examination result for advertisement A. In FIG. For example, Advertisement A is an advertisement regarding health foods. Advertisement A includes information such as the price of the product and product descriptions such as "Contains nutritional ingredients G1 and G2", "Cures disease name H1", and "Have effect J1". In addition, the target (text) "Disease name H1 will be cured" included in the advertisement A is specified by the information processing apparatus 100 when it satisfies the prohibited items of the rule, and the specified target portion is marked with, for example, a mark 201. It shall be marked, in other words highlighted.

In FIG. 1, the mark 201 is a colored frame, and marking is performed by enclosing the target portion with such a frame, but this is merely an example and is not limited. That is, for example, marking may be performed in another type of display mode, such as by coloring the target portion itself or attaching a mark to the target portion to facilitate visual observation.

Then, the examiner terminal 20 corrects the first examination result 200a according to the operation of the examiner E1 when the first examination result 200a is confirmed by the examiner E1 and an object requiring correction is confirmed. (Step S17). For example, the first examination result 200a is corrected by correcting the position of the identified target or by newly identifying and marking the target based on the above-described rules.

Here, in the example shown in FIG. 1, it is assumed that the examiner E1 determines that the target (text) "has an effect J1" included in the advertisement A satisfies the prohibited items of the rules. Therefore, as indicated by the imaginary line mark 202, the examiner terminal 20 identifies the object according to the operation of the examiner E1, and displays the identified object portion in a predetermined display mode, that is, makes corrections such as marking. conduct. In the above description, the examiner terminal 20 is configured to be corrected by the examiner E1's operation, but the present invention is not limited to this. The first examination result 200a may be corrected based on such rules.

Subsequently, the information processing device 100 receives the examination result (hereinafter sometimes referred to as "second examination result 200b") after confirmation or correction by the examiner E1 from the examiner terminal 20 (step S18). For example, in the example of FIG. 1, the information processing device 100 accepts information about the examination included in the second examination result 200b, target information about the target part, etc., associates the received various information with the advertisement, and stores the advertisement information storage unit. 121. The target information includes, but is not limited to, information indicating the content of the target identified as satisfying the rule, the position of the target location, the display mode of the target location, and the like.

Subsequently, the information processing device 100 notifies the advertiser terminal 10 of the second examination result 200b (step S19). As a result, the advertiser terminal 10 displays the second screening result 200b.

In the example of FIG. 1, the second examination result 200b indicates that the identified target portion of the advertisement A is displayed as a predetermined display target. It shall be Although illustration is omitted, the second examination result 200b includes an examination result indicating that the advertisement is inappropriate.

As described above, in the information processing apparatus 100 according to the present embodiment, among the objects included in the examined advertisement, the objects satisfying the rule set based on the examination criteria of the advertisement are specified, and the specified The target location is displayed in a predetermined display mode (here, marks 201 and 202).

This makes it possible to utilize the examination results. That is, for example, the advertiser C1, who has been notified of the examination result that the advertisement is inappropriate, may wish to correct the advertisement and submit it again. In such a case, the second examination result 200b indicates that the target portion that satisfies the rule (here, the prohibited item) is displayed in a predetermined display mode (here, the marks 201 and 202). Since it is possible to easily grasp whether a product has been judged as inappropriate and make appropriate corrections, it is possible to effectively utilize the examination results.

Subsequently, the information processing device 100 receives the submission of the advertisement corrected by the advertiser C1 from the advertiser terminal 10 (step S20). For example, in the example of FIG. 1, the information processing apparatus 100 receives submission of an advertisement in which the target portion is corrected. At this time, the information processing device 100 may store information regarding the modification of the advertisement made by the advertiser C1 in the advertisement information storage unit 121 as modification information.

Then, the information processing apparatus 100 examines the corrected advertisement again by the above-described model and visual observation, and if it is determined to be appropriate, distributes the advertisement to the user terminal 30 (step S21).

Although illustration is omitted, when the corrected advertisement is determined to be inappropriate, the information processing apparatus 100 identifies the target that satisfies the rule again, and displays the identified target portion in a predetermined display mode. may be notified to the advertiser terminal 10 again. As a result, the information processing device 100 can prompt the advertiser C1 of the advertiser terminal 10 to modify the advertisement again.

In the above description, the information processing device 100 confirms the first examination result 200a by the examiner E1. In other words, confirmation by the examiner E1 may not be performed.

In the above description, the second examination result 200b corrected by the examiner E1 is notified from the examiner terminal 20 to the advertiser terminal 10 via the information processing device 100, but this is not the only option. Instead, the examiner terminal 20 may notify the advertiser terminal 10 directly without going through the information processing device 100 .

In the above description, the information processing apparatus 100 specifies and marks the target of the pre-delivery advertisement, but the present invention is not limited to this. good too.

[2. Configuration of information processing system]
Next, the information processing system 1 for realizing the information processing described above will be described with reference to FIG. FIG. 2 is a diagram showing a configuration example of the information processing system 1 according to the embodiment. As shown in FIG. 2 , the information processing system 1 according to the embodiment includes an information processing device 100 , an advertiser terminal 10 , an examiner terminal 20 and a user terminal 30 . The information processing device 100, the advertiser terminal 10, the examiner terminal 20, and the user terminal 30 are connected via a network N by wire or wirelessly so that they can communicate with each other. The network N is a communication network such as a LAN (Local Area Network), a WAN (Wide Area Network), a telephone network (mobile telephone network, fixed telephone network, etc.), a local IP (Internet Protocol) network, or the Internet. The network N may include wired networks or wireless networks. The information processing system 1 shown in FIG. 2 may include a plurality of information processing apparatuses 100, a plurality of advertiser terminals 10, a plurality of examiner terminals 20, and a plurality of user terminals 30. .

The information processing device 100 is a server device that manages advertisements submitted from advertiser terminals 10 used by advertisers and provides distribution services for distributing advertisements to user terminals 30 that users use. The information processing device 100 manages information about advertisements received from the advertiser terminal 10 and information about examination of the advertisements (examination results). The information processing apparatus 100 may also collect from the user terminal 30 information on whether or not each advertisement is displayed on the user terminal 30 and information on the delivery period of each advertisement. Note that the configuration of the information processing apparatus 100 will be described later using FIG.

The advertiser terminal 10 is an information processing device used by advertisers. The advertiser terminal 10 submits an advertisement to the information processing device 100 in accordance with the advertiser's operation. Further, for example, when the advertiser terminal 10 is notified of the examination result that the advertisement is inappropriate, the advertiser terminal 10 corrects the advertisement according to the operation of the advertiser, and submits the advertisement to the information processing apparatus 100 again. be able to.

The examiner terminal 20 is an information processing device used by an examiner who visually examines advertisements and checks and corrects markings. The examiner terminal 20 can receive the advertisement information of the advertisement to be examined, and can transmit the examination result indicating whether or not the advertisement is appropriate to the information processing device 100 according to the operation of the examiner. In addition, the examiner terminal 20 receives examination results from the information processing device 100, confirms and corrects the markings included in the examination results in accordance with the operation of the examiner E1, and transmits the corrected examination results as information. It can be sent to the processing device 100 .

The user terminal 30 is an information processing device used by a user. The user terminal 30 executes various types of processing such as display processing for displaying each advertisement distributed from the information processing device 100 .

[3. Configuration of Information Processing Device]
Next, the configuration of the information processing apparatus 100 will be described using FIG. FIG. 3 is a block diagram showing a configuration example of the information processing apparatus 100 according to the embodiment. As shown in FIG. 3, the information processing apparatus 100 includes a communication section 110, a storage section 120, and a control section .

[3.1. Communication unit 110]
The communication unit 110 is realized by, for example, a NIC (Network Interface Card) or the like. The communication unit 110 is connected to the network N by wire or wirelessly, and transmits and receives information to and from the advertiser terminal 10, the examiner terminal 20, the user terminal 30, and the like.

[3.2. Storage unit 120]
The storage unit 120 is realized by, for example, a semiconductor memory device such as a RAM (Random Access Memory) or a flash memory, or a storage device such as a hard disk or an optical disk. As shown in FIG. 3 , the storage unit 120 includes an advertisement information storage unit 121 , an examination model storage unit 122 and a rule information storage unit 123 .

[3.2.1. Advertisement information storage unit 121]
The advertisement information storage unit 121 stores information regarding advertisements. Here, the information about advertisements stored in the advertisement information storage unit 121 will be described with reference to FIG. 4 . FIG. 4 is a diagram showing an example of the advertisement information storage unit 121 according to the embodiment. In the example of FIG. 4, the advertisement information storage unit 121 includes items such as "advertisement ID", "advertisement information", "examination result", "object information" and "correction information", and these items are mutually Associated.

"Advertisement ID" indicates identification information for identifying an advertisement. "Advertisement information" indicates an advertisement submitted by an advertiser. FIG. 4 shows an example in which conceptual information such as "advertisement information K1" is stored in "advertisement information", but in reality, specific information such as text, advertisement-related images, videos, link destinations, etc., is shown. information, or a file path name or URL indicating its storage location. Although other information may be conceptually described below, it is assumed that specific information is stored for this as well.

The “examination result” indicates whether the advertisement indicated by the associated “advertisement ID” was judged to be “appropriate” or “inappropriate” in examination. The examination here may be an examination using a model or an examination by visual inspection.

“Target information” indicates information about targets specified as meeting the rules among the targets included in the advertisement (content) that has been screened. For example, the target information includes information indicating the content of the target identified as satisfying the rule, the position of the target location, the display mode of the target location, and the like. Here, the target contents are, for example, texts, images, videos, etc. specified as satisfying the rule. The position of the target part is, for example, the position within the advertisement (eg, the position where the text is described) where the specified target exists. The display mode of the target location is, for example, the type of marking applied to the target location, and specifically, the shape and color of the marking, the brightness, shade, and saturation of the color.

"Modification information" is information about modifications made to the advertisement by the advertiser. For example, the correction information includes, but is not limited to, correction history information (log information) such as specific correction details such as the part of the advertisement that was corrected and what kind of correction was made.

That is, in FIG. 4, the advertisement information "advertisement information K1" of the advertisement identified by the advertisement ID "A11" is stored. An example in which the correction information is "correction information M1" or the like is shown. Also, in FIG. 4, the advertisement information "advertisement information K2" of the advertisement identified by the advertisement ID "A12" is stored, the advertisement is determined to be "inappropriate" in the examination, and the target information is "target information L2". It shows an example in which no correction information is stored, that is, the advertisement is not corrected by the advertiser. Further, FIG. 4 shows an example in which the advertisement information "advertisement information K3" of the advertisement identified by the advertisement ID "A13" is stored, and the advertisement is determined to be "appropriate" in the examination. Since the advertisement with the advertisement ID "A13" has been determined to be appropriate in the examination, there is no target that satisfies the rules, and therefore target information and correction information are not stored.

[3.2.2. Examination model storage unit 122]
The examination model storage unit 122 stores information about examination models. Here, the information about the examination model stored in the examination model storage unit 122 will be described with reference to FIG. FIG. 5 is a diagram showing an example of the examination model storage unit 122 according to the embodiment. In the example of FIG. 5, the examination model storage unit 122 includes items such as "model ID", "category" and "model information", and these items are associated with each other.

"Model ID" indicates identification information for identifying a model. "Category" indicates the category of the advertisement to be examined in the examination using the model indicated by the associated "model ID". "Model information" indicates model information for outputting a score indicating whether or not an advertisement is appropriate.

That is, in FIG. 5, the model information "model information Q1" of the examination model identified by the model ID "P11" is stored, and the examination model is used for examination of advertisements classified into the "medical institution" category. indicates Also, in FIG. 5, the model information "model information Q2" of the examination model identified by the model ID "P12" is stored, and the examination model is used for examination of advertisements classified into the "health food" category. indicates

[3.2.3. rule information storage unit 123]
The rule information storage unit 123 stores information about predetermined rules set based on advertisement (content) examination standards. Here, information about rules stored in the rule information storage unit 123 will be described with reference to FIG. FIG. 6 is a diagram showing an example of the rule information storage unit 123 according to the embodiment. In the example of FIG. 6, the rule information storage unit 123 includes items such as "rule ID", "category", "color type", "prohibited item", "state of posting of prohibited item", and "index value". , these items are related to each other.

"Rule ID" indicates identification information for identifying a rule. “Category” is category information indicating a category for advertisement (content) examination. "Color type" indicates the color in a predetermined display mode when the specified target position is displayed in a predetermined display mode, in other words, information on the color of the marking. In addition, as shown in FIG. 6, for the color type, for example, different colors are set for each of a plurality of examination categories.

"Prohibited items" is information indicating prohibited items defined by the advertisement review criteria. For example, as described above, prohibited items include content that violates the provisions of various laws, content that violates advertising guidelines, expressions that are offensive to public order and morals, exaggerated expressions, and false content. For example, if an ad classified as a “medical institution” category and including the landing page to which the ad is linked contains the biographies of the person responsible for treatment, if laws and guidelines stipulate such Matters that do not include career history are set as prohibited matters.

Also, the prohibited item information may be classified according to the degree to which the prohibited item is satisfied. For example, the prohibition information "Biography of the person in charge of treatment: not stated" indicates that the keyword (characteristic word) included in the advertisement does not include a keyword indicating the career of the person in charge of treatment, and the prohibition is satisfied. This indicates that the degree is relatively high. In addition, the information on prohibited items, "History of the person in charge of treatment: may not be described," indicates that the keyword included in the advertisement contains a keyword that indicates the background of the person in charge of treatment. It indicates that there is a possibility, and the degree of fulfillment of the prohibited matter is lower than the case where it is not described. Note that the index value changes depending on the degree to which the prohibited items are satisfied, which will be described later.

In addition, as an example of a prohibited item, when various laws and guidelines prohibit the description of the name of a disease in advertisements classified into the category of "health food," the description of the name of the disease is set as a prohibited item. Also, for example, in advertisements classified into the “common” category, description of expressions offensive to public order and morals is set as a prohibited item.

"Prohibited Item Posting Status" is information indicating the posting status of prohibited items in advertisements. For example, the publication state of the prohibited item includes the position where the prohibited item is posted in the advertisement, the size of the prohibited item, and the like. The example shown in FIG. 6 shows a case where the prohibited items are posted at the top or bottom of the link destination (landing page, LP (Landing Page)) of the advertisement. Also, the example shown in FIG. 6 shows a case where the publication size of the prohibited item is relatively large and a case where it is relatively small.

The “index value” is information related to the index value indicating the degree to which the rule is satisfied. For example, an index value indicating the degree of fulfillment of a rule is set according to the degree of matching (or similarity) between the specified target location and the rule (for example, prohibition). Thus, for example, the index value is set to a relatively high value if the target location matches the prohibitions in the rule, and is set to be lower than in the case of a match if there is a possibility of matching the prohibitions. .

Specifically, taking the index values corresponding to the rules with the rule IDs “R13” and “R14” as an example, if the target section includes a disease name that is a prohibited matter, Therefore, the index value indicating the degree of satisfaction of the rule is set to a relatively high value of "10". On the other hand, if there is a possibility that a disease name is described in the target location, the index value is set to "5", which is lower than in the case of agreement, as there is a possibility that the target location matches the prohibited item of the rule.

In addition, the "index value" is the position of the prohibited items posted at the top of the landing page, or when the posted size of the prohibited items is relatively large. The indicator value is set to a relatively high value because it is presumed that it is clear that the items are satisfied. In this way, the index value is a value that indicates the degree to which the rule is satisfied, and an appropriate value is set for each of a plurality of types of rules such as prohibited matters and posting states of prohibited matters.

Note that the index value described above can also be said to be the degree of risk (risk score) that the target portion is judged to be inappropriate. In addition, in the present embodiment, the above-described index value is calculated for the advertisement for which the target portion is specified, and the predetermined display mode is changed according to the calculated index value, which will be described later.

In FIG. 6, the rule identified by the rule ID "R11" has a category of "medical facility", a color of "green", a prohibited item of "biography of the person in charge of treatment is not described", and an index value of "10". Here is an example where Also, in the example of FIG. 6, the rule identified by the rule ID "R21" is
An example is shown in which the publication state of the prohibited item (here, the position where the prohibited item is posted) is "top part of the LP" and the index value is "10".

In the above, for convenience of understanding, the "category", "color type", "prohibited item", "prohibited item posting status" and "index value" included in the rule are specifically shown. These are illustrative and not limiting.

[3.3. control unit 130]
Continuing the description of FIG. 3, the control unit 130 is a controller, and is stored in a storage device inside the information processing apparatus 100 by, for example, a CPU (Central Processing Unit) or MPU (Micro Processing Unit). It is realized by executing various programs using the RAM as a work area. Also, the control unit 130 is implemented by an integrated circuit such as an ASIC (Application Specific Integrated Circuit) or an FPGA (Field Programmable Gate Array).

The control unit 130 according to the embodiment includes, as shown in FIG. implements or performs the information processing functions and operations described in .

[3.3.1. examination department 131]
The examination unit 131 receives submission of content (advertisement) from the advertiser terminal 10 (see FIG. 1) used by the advertiser, and stores information on the received advertisement in the advertisement information storage unit 121 . The examination section 131 examines the advertisement stored in the advertisement information storage section 121 . For example, in the example of FIG. 1, the examination unit 131 examines pre-distribution advertisements using models included in the examination model storage unit 122 . Specifically, in the example of FIG. 1, the examination unit 131 inputs the advertisement information of the pre-delivery advertisement into the model, and determines whether or not the pre-delivery advertisement is appropriate based on the feature amount of the input advertisement information. Output a score indicating Then, the examination unit 131 classifies the pre-distribution advertisement into one of "appropriate", "inappropriate", and "undistinguishable" examination results based on the output score. Here, if the examination result of the pre-distribution advertisement is "appropriate" or "inappropriate", the examination unit 131 stores information indicating that the pre-distribution advertisement is "appropriate" or "inappropriate" in the advertisement information storage. Stored in the item of “examination result” of the section 121 .

In addition, the examination unit 131 may visually examine pre-delivery advertisements for which the examination result is “undistinguishable” in the examination using the model. For example, in the example of FIG. 1, the examination unit 131 transmits the advertisement information of the pre-delivery advertisement for which the examination result is "unidentifiable" to the examiner terminal 20, and has the examiner E1 examine the advertisement visually. A review may be conducted. Then, the examination unit 131 receives examination results from the examiner terminal 20, and stores information indicating that the pre-delivery advertisement is “appropriate” or information indicating that the advertisement is “inappropriate” to the advertisement information storage unit. You may store in the item of 121 "examination results."

Also, for example, the examination unit 131 notifies the identification unit 134 of information regarding advertisements that have been judged to be inappropriate in the examination.

Further, for example, when an advertisement that is determined to be inappropriate in the examination is corrected by the advertiser on the advertiser terminal 10, the examination unit 131 can accept submission of the corrected advertisement from the advertiser terminal 10 again. . Here, the examination unit 131 receives, for example, a submission of an advertisement whose target portion is corrected. In addition, the examination unit 131 stores, in the “correction information” item of the advertisement information storage unit 121, correction information regarding corrections made by the advertiser to the advertisement for which the target portion is specified.

Then, the examination unit 131 examines the corrected advertisement again by model or by visual inspection, and classifies the advertisement into examination results such as "appropriate" and "inappropriate." Subsequently, the examination unit 131 stores information indicating that the examination result of the corrected advertisement is “appropriate” or “inappropriate” in the advertisement information storage unit 121 .

[3.3.2. distribution unit 132]
The distribution unit 132 distributes the advertisement to the user terminal 30 based on the content (advertisement) examination result by the examination unit 131 . For example, in the example of FIG. 1, the distribution unit 132 distributes to the user terminal 30 advertisements determined to be “appropriate” in the examination using the model. Also, the distribution unit 132 distributes to the user terminal 30 those advertisements judged to be “appropriate” in the visual examination of the advertisement among the advertisements judged to be “undistinguishable” in the examination using the model.

[3.3.3. Acquisition unit 133]
Acquisition unit 133 acquires information indicating a predetermined rule set based on advertisement screening criteria. For example, the acquisition unit 133 accesses the rule information storage unit 123 and acquires information indicating rules. Then, the acquisition unit 133 notifies the identification unit 134 of information indicating the acquired rule.

Further, the acquisition unit 133 can acquire the correction information of the advertisement described above. For example, the acquisition unit 133 can access the advertisement information storage unit 121 and acquire correction information. Then, the acquisition unit 133 notifies the display control unit 135 of the acquired correction information.

As described above, the information processing apparatus 100 according to the present embodiment can acquire the correction information of the advertisement. It is possible to acquire revision history information such as specific revision contents of the . As a result, for example, the correction information can be notified to the display control unit 135, which will be described later, and displayed on the examiner terminal 20, thereby making it possible to visualize the correction information. It can be grasped (confirmed).

[3.3.4. Identification unit 134]
The specifying unit 134 specifies a target that satisfies the rule among the targets included in the advertisement examined by the examining unit 131 . For example, the specifying unit 134 first extracts targets included in advertisements determined to be inappropriate in the examination. Such targets are, for example, information such as text such as keywords, images, and moving images. In addition, information such as keywords to be targeted, for example, adopts natural language processing technology such as morphological analysis or arbitrary technology to extract the feature amount of text information, image information, and video information included in the advertisement. can be obtained, but is not limited to this.

Then, the specifying unit 134 specifies targets that satisfy the rule among the extracted targets. For example, the identifying unit 134 identifies targets that satisfy the prohibited items of the rules based on the extracted targets and the information indicating the rules (see FIG. 6). As a result, for example, it is possible to accurately identify the target portion of the advertisement that satisfies the prohibitions of the rules, that is, the portion that has been judged as inappropriate.

Specifically, in an example where the description of the name of a disease is set as a prohibited item in an advertisement classified into the category of “health food,” the identification unit 134 determines that the extracted target keyword has information indicating the name of the disease. In this case, the location where the name of the disease is described is specified as the target location. The specifying unit 134 notifies the display control unit 135 of the information about the specified target, and stores the information about the specified target in the “target information” item of the advertisement information storage unit 121 .

[3.3.5. display control unit 135]
The display control unit 135 displays the target specified by the specifying unit 134 in a predetermined display mode, in other words, marks the target location. For example, the display control unit 135 transmits display information for displaying the specified target in a predetermined display mode to the examiner terminal 20 . As a result, the examiner terminal 20 displays the advertisement with the target portion marked. The information of this advertisement is the first examination result 200a in the example of FIG.

In addition, for example, the display control unit 135 corrects the position of the identified object or corrects the newly identified object and marks it by the operation of the examiner E1 on the examiner terminal 20. Advertising information (second examination result 200b in the example of FIG. 1) can be accepted.

Then, the display control unit 135 transmits display information of the corrected advertisement to the advertiser terminal 10 . As a result, the advertiser terminal 10 displays the advertisement (the second examination result 200b) with the target portion marked.

Here, the display information for displaying the specified target in a predetermined display mode will be described with reference to FIG. 7A. FIG. 7A is a diagram showing an example of display information for displaying a specified target in a predetermined display mode. 7A shows display information displayed on the advertiser terminal 10. FIG.

As shown in FIG. 7A, the display control unit 135 marks, for example, marks 201 to 203 on the identified target locations, in other words, highlights them. In the example of FIG. 7, among the targets included in the advertisement A1, targets such as "the disease name H1 can be cured", "there is an effect J1", and "the expression T1 that is offensive to public order and morals" are specified and marked 201 to 203. shall be marked with

As a result, when the advertiser wishes to correct the advertisement A1 and submit it again, the target portion that satisfies the rule (prohibited matter here), that is, the portion judged as inappropriate can be easily grasped and appropriate. can be modified to In this way, by displaying the specified target portion in a predetermined display mode, it is possible to effectively utilize the examination result.

Moreover, the display control unit 135 may change a predetermined display mode based on a rule. As a result, in the present embodiment, it becomes possible for the advertiser to more easily grasp the target portion (the portion judged as inappropriate) that satisfies the rule.

More specifically, for example, the display control unit 135 calculates an index value indicating the degree to which the specified target portion satisfies the rule based on the information indicating the rule (see FIG. 6). For example, in the example of FIG. 7A, the disease name H1 is described in the advertisement A1 of the category “health food” in which the description of the disease name is set as a prohibited matter. The index value "10" is calculated for the part where the disease name H1 is written). In addition, the display control unit 135 adds the index values obtained based on the publication state of the prohibited matter, that is, the position where the prohibited matter is published, the publication size of the prohibited matter, and the like, and calculates the total of the index values.

Then, the display control unit 135 changes the predetermined display mode according to the calculated index value (total index value). For example, the display control unit 135 changes the display mode of the target location by changing the brightness, shade, and saturation of the colors of the marks 201 to 203 according to the index value. For example, as the calculated index value increases, the display control unit 135 increases the brightness of the colors of the marks 201 to 203 because it is presumed that it is clear that the prohibited items of the rules are satisfied. make it easier to check. This makes it possible for the advertiser to more easily grasp the target portion (the portion judged as inappropriate) that satisfies the rule.

In the above description, the higher the calculated index value, the higher the brightness of the color, but this is an example and not a limitation. In the above description, the brightness of the colors of the marks 201 to 203 are changed according to the index value. You may

Moreover, the display control unit 135 may change a predetermined display mode according to the category information of the rule. For example, the display control unit 135 changes the display mode of the target location by changing the colors of the marks 201 to 203 according to the category information of the rule.

For example, in the example of FIG. 7A, the marks 201 and 202 are displayed in yellow when they correspond to "health food" in the rule category information (see FIG. 6), and the mark 203 is displayed in the rule category information " When it corresponds to "common", it is displayed in red. Note that in FIG. 7A, the difference in color is indicated by the difference in dots and diagonal lines.

As a result, in this embodiment, the advertiser can easily grasp which category the target part (the part judged as inappropriate) satisfies the rule (prohibited item here). This makes it possible for advertisers to make better use of screening results.

In the above description, the colors of the marks 201 to 203 are changed according to the category information. good.

Next, another example of display information for displaying a specified target in a predetermined display mode will be described with reference to FIG. 7B. FIG. 7B is a diagram showing another example of display information for displaying the specified target in a predetermined display mode. Note that FIG. 7B shows display information displayed on the advertiser terminal 10, like FIG. 7A. Further, FIG. 7B shows an example in which the career is not described in the advertisement A2 of the “medical institution” category in which not describing the career of the person in charge of treatment is set as a prohibited item.

As shown in FIG. 7B, the display control unit 135 may add a message 204 when displaying the target portion in a predetermined display mode. That is, for example, when the advertisement A2 whose category is "medical institution" satisfies the prohibition of not describing the career of the person in charge of treatment, the identifying unit 134 selects a preset part in the advertisement A2 (for example, The part where the career should be described, the part where the career is often described, the part where the advertiser can easily see, etc.) are specified as the target part. Then, the display control unit 135 displays a message 204 to the effect that the history is not described on the identified target location.

As a result, when the advertiser wishes to modify the advertisement A2 and resubmit it, the advertiser can easily grasp the target portion that satisfies the rule (prohibited matter here), that is, the portion and content judged to be inappropriate. It is possible to make appropriate corrections by In this way, by attaching the message 204 to the identified target portion and displaying it, it is possible to effectively utilize the examination result.

Note that the display control unit 135 may change the content of the message 204 according to the degree to which the rule is satisfied. That is, for example, if the keyword included in the advertisement A2 contains a keyword indicating the career of the person in charge of treatment, it may not be described and the degree to which the prohibited items of the rule are satisfied is not described. If it is lower than that, the display control unit 135 may change the content of the message 204 according to the degree of satisfying the prohibitions of the rule, such as "There is a possibility that the history of the person in charge of treatment is not described." As a result, the advertiser can accurately ascertain why the target portion satisfies the rule, ie, why it was judged inappropriate, and correct the advertisement accordingly.

The description of FIG. 3 continues. Further, the display control unit 135 can display the correction information acquired by the acquisition unit 133 on the examiner terminal 20 . As already described, this makes it possible, for example, to visualize the correction information on the examiner terminal 20, thereby making it possible for the examiner E1 to easily comprehend the corrected portion and the content of the correction.

[3.3.6. change unit 136]
The changing unit 136 changes a predetermined rule. For example, the changing unit 136 can acquire information indicating the past results of examination of advertisements (contents) as learning data, and change rules by learning (machine learning) based on the acquired learning data.

As described above, in this embodiment, by changing the predetermined rules, it is possible, for example, to make the rules conform to the tendency of examination, and as a result, the target part can be specified accurately. Also, it is possible to display the target portion in an appropriate display mode.

In the above description, the rules are changed by machine learning, but the invention is not limited to this. may

[4. Processing Flow of Information Processing Apparatus 100]
Next, an information processing procedure in the information processing apparatus 100 will be described. FIG. 8 is a flowchart showing an example of the flow of information processing in the information processing apparatus 100 according to the embodiment.

As shown in FIG. 8, the control unit 130 of the information processing apparatus 100 receives an advertisement submission from an advertiser (step S101). Subsequently, the control unit 130 examines the advertisement based on models and visual inspection (step S102).

Next, the control unit 130 determines whether or not the advertisement was deemed appropriate in the examination (step S103). If the advertisement is determined to be appropriate (step S103, Yes), the control unit 130 distributes the advertisement to the user (step S104).

On the other hand, if the advertisement is determined to be inappropriate (step S103, No), i.e., if the advertisement is determined to be inappropriate, the control unit 130 selects the target included in the advertisement based on the advertisement examination criteria. A target portion that satisfies the set predetermined rule is identified (step S105).

Subsequently, the control unit 130 marks the target location (step S106), that is, displays the target location in a predetermined display mode. It should be noted that here, the examiner may correct the marking for the advertisement in which the target portion is marked.

Subsequently, the control unit 130 notifies the advertiser terminal 10 of the screening result including the advertisement with the target portion marked (step S107). Subsequently, the control unit 130 determines whether or not the submission of the advertisement corrected by the advertiser is received from the advertiser terminal 10 (step S108).

When it is determined that the submission of the corrected advertisement has been received (step S108, Yes), the control unit 130 returns to the process of step S102 and examines (re-examines) the corrected advertisement. On the other hand, if it is not determined that the submission of the modified advertisement has been received (step S108, No), the control unit 130 ends the process.

[5. effect〕
The information processing apparatus 100 includes an examination section 131 , a specification section 134 and a display control section 135 . The examination unit 131 examines content (advertisement). The specifying unit 134 specifies, from among the targets included in the content examined by the examination unit 131, those that satisfy a predetermined rule set based on the content examination criteria. The display control unit 135 displays the target specified by the specifying unit 134 in a predetermined display mode.

This makes it possible to utilize the examination results.

The display control unit 135 changes a predetermined display mode based on predetermined rules. As a result, for example, it becomes possible for the advertiser to more easily grasp target locations that satisfy predetermined rules.

The display control unit 135 calculates an index value indicating the degree to which a predetermined rule is satisfied, and changes a predetermined display mode according to the calculated index value. This makes it possible for the advertiser to more easily grasp target locations that satisfy predetermined rules.

The predetermined rule includes category information indicating the category for examination of the content, and the display control unit 135 changes the predetermined display mode according to the category information of the predetermined rule. This makes it possible for the advertiser to easily grasp to which category the target part satisfies the rule, and the advertiser can make better use of the screening results.

The predetermined rule includes information indicating prohibited items defined by the screening criteria, and the identifying unit 134 identifies targets that satisfy the prohibited items of the predetermined rule. As a result, for example, it is possible to accurately identify the target portion of the advertisement that satisfies the prohibitions of the rules, that is, the portion that has been judged as inappropriate.

Information processing apparatus 100 further includes acquisition unit 133 . Acquisition unit 133 acquires correction information related to correction of content for which the target is specified. As a result, for example, it is possible to display the correction information on the examiner terminal 20 and visualize the correction information, thereby making it possible for the examiner to easily grasp (confirm) the corrected portion and the content of the correction.

The information processing device 100 further includes a changing unit 136 . The changing unit 136 changes a predetermined rule. As a result, for example, it is possible to change the rule to appropriate content, and as a result, it is possible to accurately identify the target location and display the target location in an appropriate display mode.

[6. Hardware configuration]
The information processing apparatus 100 in the above-described embodiment is realized by executing a program by a computer 1000 configured as shown in FIG. 9, for example.

FIG. 9 is a diagram illustrating an example of a hardware configuration of a computer that executes programs. The computer 1000 includes a CPU (Central Processing Unit) 1100, a RAM (Random Access Memory) 1200, a ROM (Read Only Memory) 1300, a HDD (Hard Disk Drive) 1400, a communication interface (I/F) 1500, an input/output interface (I /F) 1600 and a media interface (I/F) 1700 .

The CPU 1100 operates based on programs stored in the ROM 1300 or HDD 1400 and controls each section. The ROM 1300 stores a boot program executed by the CPU 1100 when the computer 1000 is started up, a program depending on the hardware of the computer 1000, and the like.

HDD 1400 stores data and the like used by programs executed by CPU 1100 . Communication interface 1500 corresponds to communication unit 110, receives data from other devices via network N, sends the data to CPU 1100, and transmits data generated by CPU 1100 to other devices via network N.

The CPU 1100 controls output devices such as displays and printers, and input devices such as keyboards and mice, through an input/output interface 1600 . CPU 1100 acquires data from an input device via input/output interface 1600 . CPU 1100 also outputs the generated data to an output device via input/output interface 1600 .

Media interface 1700 reads programs or data stored in recording medium 1800 and provides them to CPU 1100 via RAM 1200 . CPU 1100 loads the program from recording medium 1800 onto RAM 1200 via media interface 1700 and executes the loaded program. The recording medium 1800 is, for example, an optical recording medium such as a DVD (Digital Versatile Disc) or a PD (Phase change rewritable disc), a magneto-optical recording medium such as an MO (Magneto-Optical disk), a tape medium, a magnetic recording medium, or a semiconductor memory. etc.

When the computer 1000 functions as the information processing apparatus 100, the CPU 1100 of the computer 1000 executes a program loaded on the RAM 1200 to perform the examination unit 131, the distribution unit 132, the acquisition unit 133, and the identification unit 134 shown in FIG. , the functions of the display control unit 135 and the change unit 136 are realized.

CPU 1100 of computer 1000 reads and executes these programs from recording medium 1800, but as another example, these programs may be acquired via network N from another device.

As described above, some of the embodiments of the present application have been described in detail based on the drawings. It is possible to carry out the invention in other forms with modifications.

[7. others〕
Further, among the processes described in the above embodiments, all or part of the processes described as being automatically performed can be manually performed, or the processes described as being performed manually can be performed manually. All or part of this can also be done automatically by known methods. In addition, information including processing procedures, specific names, various data and parameters shown in the above documents and drawings can be arbitrarily changed unless otherwise specified. For example, the various information shown in each drawing is not limited to the illustrated information.

Also, each component of each device illustrated is functionally conceptual, and does not necessarily need to be physically configured as illustrated. In other words, the specific form of distribution and integration of each device is not limited to the one shown in the figure, and all or part of them can be functionally or physically distributed and integrated in arbitrary units according to various loads and usage conditions. Can be integrated and configured.

Further, the embodiments described above can be appropriately combined within a range that does not contradict the processing contents.

Also, the "section, module, unit" described above can be read as "means" or "circuit". For example, the examination unit 131 can be read as examination means or an examination circuit.

1 information processing system 10 advertiser terminal 20 examiner terminal 30 user terminal 100 information processing device 110 communication unit 120 storage unit 121 advertisement information storage unit 122 examination model storage unit 123 rule information storage unit 130 control unit 131 examination unit 132 distribution unit 133 Acquisition unit 134 Identification unit 135 Display control unit 136 Change unit

Claims (6)

Examination for judging whether or not the content is appropriate using an examination model that inputs information about the content stored in the storage unit and outputs information indicating whether or not the content included in the content is appropriate. Department and
Using information indicating a predetermined rule including prohibited items defined by the examination standards for content, information indicating that the subject portions include the prohibited items among the target portions included in the content reviewed by the review section. a specifying unit that specifies the target location as a target location that satisfies the prohibited items of the predetermined rule when the target location is included , and stores information indicating the identified target location in the storage unit;
a display control unit that , in a terminal used by a user whose content has been screened , highlights and displays the target portion itself specified by the specifying unit in a predetermined display mode ,
The Examining Division shall:
when the target portion is corrected in the content in which the target portion is specified, storing the corrected portion and the content of the correction as correction information in the storage unit;
The display control unit
Displaying the correction information stored in the storage unit on a terminal used by an examiner
An information processing device characterized by: There are a plurality of the predetermined rules,
The display control unit
calculating the index value of the target location from the predetermined rule satisfied by the target location using index value information indicating an index value preset for each of the plurality of predetermined rules ;
determining a display mode corresponding to the calculated index value using display mode information indicating a display mode preset for each of the index values;
The information processing apparatus according to claim 1, wherein the predetermined display mode is changed to a determined display mode . The predetermined rule includes category information indicating a plurality of categories for content review,
The display control unit
determining a display mode corresponding to the category of the predetermined rule satisfied by the target portion using display mode information indicating a display mode preset for each of the plurality of categories ;
3. The information processing apparatus according to claim 1, wherein the predetermined display mode is changed to a determined display mode . A changing unit that uses performance information indicating content that has been judged as inappropriate in past examinations of content as learning data, and changes the predetermined rules to contents that are in line with past examination trends by machine learning based on the learning data. The information processing apparatus according to any one of claims 1 to 3 , further comprising: A computer-executed information processing method comprising:
Examination for judging whether or not the content is appropriate using an examination model that inputs information about the content stored in the storage unit and outputs information indicating whether or not the content included in the content is appropriate. process and
Using information indicating a predetermined rule including prohibited items defined by the content review criteria, among the target portions included in the content reviewed by the review process, information indicating that the target portions are the prohibited items. a specifying step of specifying the target location as a target location that satisfies the prohibited items of the predetermined rule if the target location is included , and storing information indicating the identified target location in the storage unit;
a display control step of highlighting the target portion itself identified by the identifying step in a predetermined display mode set in advance in a terminal used by a user whose content has been screened ;
The examination process includes:
when the target portion is corrected in the content in which the target portion is specified, storing the corrected portion and the content of the correction as correction information in the storage unit;
The display control step includes:
Displaying the correction information stored in the storage unit on a terminal used by an examiner
An information processing method characterized by: Examination for judging whether or not the content is appropriate using an examination model that inputs information about the content stored in the storage unit and outputs information indicating whether or not the content included in the content is appropriate. a procedure;
Using information indicating a predetermined rule including prohibited items defined by the content review criteria, among the target portions included in the content reviewed by the review procedure, information indicating that the target portions are the prohibited items. a specifying step of specifying the target location as a target location that satisfies the prohibited items of the predetermined rule if the target location is included , and storing information indicating the identified target location in the storage unit;
causing a computer to execute a display control procedure for highlighting the target portion itself specified by the specifying procedure in a predetermined display mode in a terminal used by a user whose content has been screened ;
The examination procedure includes:
when the target portion is corrected in the content in which the target portion is specified, storing the corrected portion and the content of the correction as correction information in the storage unit;
The display control procedure includes:
Displaying the correction information stored in the storage unit on a terminal used by an examiner
An information processing program characterized by:

Images