KR100775648B1 - Method and system for managing spam list using spam index - Google Patents

Abstract

The present invention provides a method and system for detecting spam posts according to a spam index calculated based on an abusing factor, classifying the spam posts according to the spam scores, and including and managing spam posts corresponding to each spam index in a spam list. It is about. According to an embodiment of the present invention, a method for managing a spam list using a spam index includes calculating a spam index for a set of question-answer information based on a predetermined abusing factor, and using the calculated spam index, for each question-answer information. Detecting the set as a spam post, classifying the spam post according to a spam score, and creating and managing a spam list including spam posts corresponding to the spam score.

Spam Index, Spam List, Spam Posts, Abusing Elements

Description

Method and system for managing spam list using spam index {METHOD AND SYSTEM FOR MANAGING SPAM LIST USING SPAM INDEX}

1 is a flowchart illustrating a spam list management method using a spam index according to an embodiment of the present invention.

2 is a diagram of classifying spam posts according to an index of spam according to one embodiment of the present invention.

3 and 4 are diagrams illustrating a spam list management screen according to an embodiment of the present invention.

5 is a diagram illustrating a spam post management screen according to one embodiment of the present invention.

6 is a block diagram showing the configuration of a spam list management system according to an embodiment of the present invention.

<Explanation of symbols for the main parts of the drawings>

600: spam list management system

601: spam index calculation

602: spam post detection unit

603: post classification

604: spam list management unit

605: spam list selection unit

606: information provider

607: database

608: delete the post

609: search list management unit

610: Posts Government

The present invention provides a method and system for detecting spam posts according to a spam index calculated based on an abusing factor, classifying the spam posts according to the spam scores, and including and managing spam posts corresponding to each spam index in a spam list. It is about.

Recently, the use of the Internet has become popular regardless of age or gender, and the number of damages caused by the use of the Internet is gradually increasing. For example, spam postings such as harmful and adult advertisements are added to the information providing service operated to share information on the Internet, thereby increasing the inconvenience of many netizens.

As a result, web page managers are working to detect spam postings in a variety of ways to relieve the discomforts of four seasons. For example, after receiving a report from a netizen about a spam post posted on a web page, the web page operator confirmed that the spam post, and was able to delete it on the web page.

In addition, we checked the directory where spam posts are frequently uploaded and screened and deleted the entire post from the directory. In addition, according to the importance of the bad words, the period by period, time periods can be checked by checking the posts one by one to determine whether it is an advertising post and deleted. In addition, by creating a list of IDs that register a lot of spam posts based on the publisher ID or login IP, it was possible to process spam by finding a bad ID, and finding and deleting all the posts started with the bad ID.

However, the above method has a problem in that if the web page operator does not receive a report on the initiated spam post, even the spam post has been exposed to the web page for a long time and aggravates the complaints of netizens. In addition, the method of determining whether to delete spam posts daily for all posts registered several thousand times a day has a disadvantage in that a response rate to spam posts is slow and a lot of manpower and cost are required. In addition, if the spam posts are exposed for a long time, there is a problem that the search credibility is lowered.

As such, there is a demand for a new method for detecting and easily managing spam postings registered in real time.

DISCLOSURE OF THE INVENTION The present invention has been made to solve the problems of the prior art as described above, and calculates a spam index of a question-answer information set based on a predetermined abusing element, and the question- in accordance with the spam index. An object of the present invention is to provide a method and a system capable of efficiently processing spam posts by using the spam list by including the spam posts in a spam list classified by the spam index by detecting a set of answer information as spam posts.

In addition, when the predetermined system administrator selects spam post information to delete from the spam list, the spam post information is deleted from the spam list and the spam post stored in the database, thereby deleting a plurality of spam posts at once. It is an object of the present invention to provide a method and system that can be used.

In addition, the present invention is to delete the spam post information associated with the publisher from the spam list when the publisher of the spam post information included in the spam list from the administrator, by deleting the user ID associated with the publisher from a predetermined user database The purpose is to provide a method and system that can punish spam publishers for posting spam postings and block spam posting registrations.

In order to achieve the above object and to solve the above-mentioned problems of the prior art, a method for managing a spam list using a spam index according to an embodiment of the present invention is a question-answer information set based on a certain abusing element. Calculating each spam index, detecting each question-answer information set as spam posts using the calculated spam index, classifying the spam posts according to the spam index, and the spam index. And generating and managing a spam list including the spam posts.

In addition, the spam list management system according to another embodiment of the present invention is a spam index calculation for calculating a spam index for each question-answer information set based on a predetermined abusing element, each using the calculated spam index Spam post detection unit for detecting the question-answer information set of the spam posts, a spam classification to classify the spam posts according to the spam index, and spam to create and manage a spam list including spam posts corresponding to the spam index It includes a list management unit.

Hereinafter, with reference to the accompanying drawings will be described an embodiment of the present invention;

1 is a flowchart illustrating a spam list management method using a spam index according to an embodiment of the present invention.

In step 101, the spam list management system may calculate a spam index for each set of question-answer information based on a certain abusing element. The abusing element may be set in association with stored time information, IP information, and keywords of the question-answer information set, and the spam list management system may maintain a spam index associated with the abusing element.

For example, an abusing element may be set according to a difference between a question information storage time included in the question-answer information set and a storage time of answer information, and a spam index thereof may be set to “50”. Alternatively, an abusing element may be set according to whether the IP address of the questioner who registered the question information and the IP address of the answerer who registered the answer information are the same, and the spam index thereof may be set to "100". The spam list management system may calculate the total spam index by summing up all the spam indexes calculated according to each arranging element.

In step 102, the spam list management system may detect each question-answer information set as a spam post using the selected spam index. According to an embodiment of the present invention, the spam list management system may detect the question-answer information set as a spam post when the spam index is above a predetermined reference index. The constant reference index may be set in consideration of an average spam index at which the question-answer information set is detected as a spam post.

In addition, the spam list management system may select the smallest spam index that can be detected as the spam posts and detect a question-answer information set equal to or greater than the spam index as the spam posts. For example, the spam list management system sets the smallest spam index that can be detected as a spam post to " 50 ", and sets the question-answer information set whose spam index calculated in step 101 is 50 or more. Can be detected. Therefore, when the calculated spam index is less than 50, the spam list management system does not detect spam posts, and may calculate only posts having a predetermined value or more as spam posts. However, even if the spam list management system detects the spam posts, the spam list management system may perform the following procedure to delete only the posts correctly identified as spam posts.

In addition, the spam list management system may exclude the question-answer information set detected as a spam post from the search list so that it is not posted on the web page.

In step 103, the spam list management system may classify the spam posts according to a spam index.

A description with reference to FIG. 2 is as follows. 2 is a diagram of classifying spam posts according to an index of spam according to one embodiment of the present invention.

As illustrated, the spam list management system may classify the spam index into six levels to classify the spam posts included in each spam index. The spam list management system may include a spam post having one answer in the question-answer information set detected as the spam post in the spam index “300”.

According to an embodiment of the present invention, the question-answer information set may include one or more answers in one question. For example, if Answer 1 and Answer 2 have registered an answer to the question "man of kings," the question-answer information set associated with the question is two answers. In addition, the questioner who registered the question may adopt one of the two answers and adopt the answer as best matching his or her question.

The spam list management system may set different spam post conditions even if the spam index is the same. As shown, the spam list management system may set different conditions for spam posts, such as when there is one answer to the spam index "300", two or more answers, or the like. In addition, the spam list management system is "200". The spam posts may be classified by spam index, such as "150".

Referring back to FIG. 1, in step 104, the spam list management system may generate a spam list including spam posts corresponding to the spam index. As shown in FIG. 2, a spam post corresponding to the spam index "300" may be included in a spam list for the spam index "300". The spam list may maintain information associated with the spam post.

In step 105, the spam list management system may provide a list of spam lists associated with each spam index. The spam list may correspond to the spam index such as "List 300", "List 200", etc., to indicate the generated spam list type.

In step 106, the spam list management system may select a spam list from an administrator and provide spam post information included in the spam list. The administrator may be an operator of the spam list management system and manage the spam list. The spam post information is information associated with a spam post, which will be described in detail later with reference to FIG. 3.

In step 107, the spam list management system may receive spam post information to be deleted or restored from the administrator to process spam posts associated with the spam post information.

According to the present invention, a spam index of a question-answer information set is calculated based on a predetermined abusing element, the question-answer information set is detected as a spam post according to the spam index, and classified by the spam index. The spam posting may be included in a spam list to efficiently process spam posts using the spam list.

Hereinafter, details of processing a spam post will be described with reference to FIGS. 3 to 5.

3 and 4 are diagrams illustrating a spam list management screen according to an embodiment of the present invention.

As shown in FIG. 3, at 301, the spam list management system may provide a spam list list from which an administrator can select a spam list. The spam list may include “300 UP” and “200 UP” as the spam index in association with the spam index of the spam list. The spam list management system may receive one spam list selected from the spam list.

At 302, the spam list management system may provide spam post information included in the selected spam list. As described above with reference to FIG. 2, the spam list illustrated in FIG. 3 may be spam post information including a spam index of "300" or more. The spam list management system may allow 50 spam post information to be displayed at a time.

The spam post information is information associated with a spam post, and may include a questioner, an adopter, an answer, a question title, a date, a spam index, a keyword, a spam element, an answer-adoption, a question-adoption.

The questioner is a publisher who has registered a question, and the adopter may be an answerer who has registered the adopted answer when the questioner adopts one of the answers associated with the question as an answer. The answer is the number of answers to the question. The answer-adoption is the time the answerer adopts an answer as the answer to the question from the time the answer is registered. The question-adoption is the time taken by the questioner from registering a question to the time of adopting an answer to the question as an answer.

Although not shown, according to an embodiment of the present invention, the spam list management system may differentially display the spam posts according to the degree to which the IP address of the interrogator and the adopter of the spam posts are the same. For example, a spam post having the same IP address of the interrogator and the adopter may be marked as “red” and “orange” when the C-Class IP of the IP address is the same.

In addition, according to another embodiment of the present invention, the spam list management system may display a spam post in which the response-adoption time is within 1 minute or the question-adoption time is within 3 minutes in green. That is, the color according to the time may be displayed differently from the color displayed differentially according to the same degree of the IP address.

Therefore, the spam list management system may allow an administrator to easily process spam posts using the color of the spam posts without checking the spam index and spam elements of the spam posts in the spam list.

As shown in FIG. 4, the spam list management system may delete or restore a post by selection of the administrator.

When the administrator selects the spam post information to be deleted and selects the reference numeral 401, the spam list management system may delete the selected spam post information from the spam list. The administrator may check and select the check box 404 of the spam post information to be deleted, and use the check box 404 to select one, a plurality, or the entire spam post information on the screen. The spam list management system may delete the spam post information in which the check box is checked in the spam list.

As such, according to the present invention, when a predetermined system administrator selects spam post information to be deleted from a spam list, the spam post information is deleted from the spam list and the spam posts stored in a database are deleted, thereby generating a plurality of spam posts at once. You can delete it.

Also, when the administrator selects a publisher (questioner or answerer) who has registered a spam post and selects a reference numeral 402, the spam list management system may delete all spam post information registered by the publisher from the spam list. . The administrator can select one, multiple or all on-screen publishers using reference numeral 405.

In addition, the spam list management system may forcibly withdraw the publisher by deleting the user ID associated with the publisher from the user database storing the user ID.

As such, according to the present invention, when the administrator selects the publisher of the spam post information included in the spam list, the spam post information associated with the publisher is deleted from the spam list, and a user ID associated with the publisher is determined from a predetermined user database. By deleting, it is possible to punish the publisher who posted the spam post and block the spam post registration at the source.

According to an embodiment of the present invention, the spam list management system may store and maintain spam posts in a predetermined database, and delete spam posts associated with the requested spam post information from the database.

When the administrator selects the spam post information to be restored and selects the reference numeral 403, the spam list management system may delete the selected spam post information from the spam list and include the spam post information in the search list. have. The search list is a list that manages posts that can be posted on a web page. Spam posts included in the spam list are automatically excluded from the search list and are not posted on the web page. Accordingly, the question-answer information set determined by the administrator and determined to be not a spam post may be included in the search list and posted on the web page.

5 is a diagram illustrating a spam post management screen according to one embodiment of the present invention.

As indicated by reference numeral 501, the spam list management system may automatically exclude a set of question-answer information detected as spam posts from the search list.

However, as indicated by reference numeral 502, when the administrator corrects the spam content in the spam post and requests to restore the spam post, the spam list management system may include the spam post in the search list. have.

6 is a block diagram showing the configuration of a spam list management system according to an embodiment of the present invention.

The spam list management system 600 includes a spam index calculation unit 601, a spam post detector 602, a post classification unit 603, a spam list manager 604, a spam list selector 605, and an information provider 606. ), A database 607, a post deletion unit 608, a search list management unit 609, and a post revision unit 610.

The spam index calculation unit 601 may calculate a spam index for each set of question-answer information based on a predetermined abusing factor. The spam index calculation unit 601 may calculate the spam index of the question-answer information set based on the viewing time associated with the stored time information, the IP information, and the keyword of the question-answer information set.

The spam post detector 602 may detect each question-answer information set as a spam post by using the calculated spam index. The spam post detector 602 may detect the question-answer information set as a spam post when the spam index is equal to or greater than a predetermined reference index.

The post classification unit 603 may classify the spam posts according to a spam index. The post classification unit 603 may classify the spam posts according to the stepped spam index illustrated in FIG. 2.

The spam list manager 604 may generate and manage a spam list including spam posts corresponding to the spam index.

The spam list selector 605 may provide a list of spam lists associated with each spam index, and receive a spam list from a spam list management system 600 administrator.

The information provider 606 may provide spam post information included in the spam list. As described with reference to FIG. 3, the spam post information is information associated with a spam post, and includes a questioner, an adopter, an answer, a question title, a date, a spam index, a keyword, a spam element, an answer-adoption, a question- May include adoption.

The spam list manager 604 may receive spam post information to be deleted from the administrator, and delete the spam post information from the spam list. The administrator may select a plurality of spam post information at one time, and the spam list manager 604 may delete the selected plurality of spam post information from the spam list at once.

In addition, the spam list manager 604 may select a publisher to be deleted from the administrator, and delete spam post information associated with the publisher of the spam post information from the spam list. The spam list management system 600 may maintain a user ID in a predetermined user database, and delete a user ID associated with the publisher from a predetermined user database.

The database 607 may maintain spam posts. The database 607 may maintain spam posts classified by spam index.

The post deleting unit 608 may delete the spam post associated with the spam post information from the database 607.

The search list manager 609 may receive the spam post information to be restored from the administrator, and include the question-answer information set associated with the spam post information in the search list. The search list manager 609 may manage the question-answer information set posted on the web page, and exclude the question-answer information set detected as the spam post from the search list so that the spam post is not posted on the web page. You can do that. Accordingly, the search list manager 609 may include the question-answer information set confirmed by the administrator as not a spam post and included in the search list to be posted on the web page.

When the post correction unit 610 receives spam post information to be restored from the administrator, the post correction unit 610 may provide a spam post associated with the spam post information, and modify the contents of the spam post by the input of the administrator. When the administrator deletes the spam content from the spam post and requests the restoration, the spam list management system 600 may restore the spam post.

The search list manager 609 may include the modified spam post in the search list.

The spam list management method using the spam index according to the present invention may be implemented in the form of program instructions that can be executed by various computer means and recorded in a computer readable medium. The computer readable medium may include program instructions, data files, data structures, etc. alone or in combination. Program instructions recorded on the media may be those specially designed and constructed for the purposes of the present invention, or they may be of the kind well-known and available to those having skill in the computer software arts. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks, and magnetic tape, optical media such as CD-ROMs, DVDs, and magnetic disks, such as floppy disks. Magneto-optical media, and hardware devices specifically configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. The medium may be a transmission medium such as an optical or metal wire, a waveguide, or the like including a carrier wave for transmitting a signal specifying a program command, a data structure, or the like. Examples of program instructions include not only machine code generated by a compiler, but also high-level language code that can be executed by a computer using an interpreter or the like. The hardware device described above may be configured to operate as one or more software modules to perform the operations of the present invention, and vice versa.

As described above, although the present invention has been described with reference to limited embodiments and drawings, the present invention is not limited to the above embodiments, and those skilled in the art to which the present invention pertains various modifications and variations from such descriptions. This is possible.

Therefore, the scope of the present invention should not be limited to the described embodiments, but should be determined not only by the claims below but also by the equivalents of the claims.

According to the present invention, a spam index of a question-answer information set is calculated based on a predetermined abusing element, the question-answer information set is detected as a spam post according to the spam index, and classified by the spam index. By including the spam posts in the spam list, the spam list can be efficiently processed by using the spam list.

According to the present invention, when a predetermined system administrator selects spam post information to be deleted from a spam list, the spam post information is deleted from the spam list and the spam posts stored in a database are deleted, thereby generating a plurality of spam posts at once. You can delete it.

In addition, according to the present invention, if the administrator has selected the publisher of the spam post information included in the spam list, deletes the spam post information associated with the publisher from the spam list, and a user ID associated with the publisher in a predetermined user database By deleting, it is possible to punish the publisher who posted the spam post and block the spam post registration at the source.

Claims (17)

Based on the storing time information in which the question-answer information set is stored in a database, the IP information of the question-answer information set, and an abusing element set in association with a keyword included in the question-answer information set, Calculating a spam index for each question-answer information set; If the calculated spam index satisfies a reference index, detecting a corresponding question-answer information set; Classifying the detected question-answer information set in consideration of the size of the calculated spam index; And Generating a spam list using a classified set of question-answer information Spam list management method using a spam index comprising a. The method of claim 1, The step of generating a spam list, Creating spam post information including at least one of questioner ID, adopter ID, answer, question title, date, spam index, or keywords associated with the question-answer information set; And Generating a spam list arranging the created spam post information; Spam list management method using a spam index comprising a. The method of claim 1, Deleting the selected spam post information from the spam list among the spam post information in the spam list; Spam list management method using a spam index, characterized in that it further comprises. The method of claim 1, If the questioner ID or adopter ID of the spam post information in the spam list is selected, (1) deleting all spam post information associated with the selected interrogator ID or adopter ID from the spam list; or (2) forcibly withdrawing the questioner or adopter associated with the selected questioner ID or adopter ID. Spam list management method using a spam index, characterized in that it further comprises. The method of claim 3, Deleting selected spam post information from the spam list, Deleting from the database a set of question-answer information associated with the deleted spam post information; Spam list management method using a spam index comprising a. The method of claim 1, Automatically excluding the detected question-answer information set from a search list associated with posting to the web page for the question-answer information set. Spam list management method using a spam index, characterized in that it further comprises. The method of claim 6, Among the automatically excluded question-answer information sets, including a selected question-answer information set in the search list again; Spam list management method using a spam index, characterized in that it further comprises. The method of claim 6, Modifying a selected question-answer information set among the automatically excluded question-answer information sets; And Incorporating the modified question-answer information set back into the search listing. Spam list management method using a spam index, characterized in that it further comprises. A computer-readable recording medium having recorded thereon a program for performing the method of any one of claims 1 to 8. The question-answer based on storage time information in which a question-answer information set is stored in a database, IP information of the question-answer information set, and an abusing element set in association with a keyword included in the question-answer information set. A spam index calculation unit for calculating a spam index for each set of information; A spam post detector configured to detect a corresponding question-answer information set when the calculated spam index satisfies a reference index; A post classification unit classifying the detected question-answer information set in consideration of the calculated size of the spam index; And Spam list management unit that generates a spam list using the classified question-answer information set Spam list management system comprising a. The method of claim 10, The spam list management unit, Create spam post information comprising at least one of questioner ID, adopter ID, answer, question title, date, spam index, or keywords associated with the question-answer information set, Spam list management system, characterized in that for generating the spam list to be arranged. The method of claim 10, The spam list management unit, Spam list management system, characterized in that to delete the selected spam post information from the spam list of the spam list in the spam list. The method of claim 10, If the questioner ID or adopter ID of the spam post information in the spam list is selected, The spam list management unit, (1) delete all spam post information associated with the selected interrogator ID or adopter ID from the spam list, or And (2) forcibly withdrawing the interrogator or adopter associated with the selected interrogator ID or adopter ID. The method of claim 12, Post deleting unit for deleting the question-answer information set related to the deleted spam post information from the database Spam list management system further comprises. The method of claim 10, A search list management unit for automatically excluding the detected question-answer information set from a search list associated with posting to a web page for the question-answer information set Spam list management system further comprises. The method of claim 15, The search list management unit, And among the automatically excluded question-answer information set, including the selected question-answer information set in the search list again. The method of claim 15, Among the automatically excluded question-answer information set, further comprises a post correction unit for modifying the selected question-answer information set, The search list management unit, And include the modified question-answer information set back into the search list.

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