CN102982047B - A kind of interactive information in interaction platform carries out the method and apparatus of cheating detection - Google Patents

A kind of interactive information in interaction platform carries out the method and apparatus of cheating detection Download PDF

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Publication number
CN102982047B
CN102982047B CN201110264206.1A CN201110264206A CN102982047B CN 102982047 B CN102982047 B CN 102982047B CN 201110264206 A CN201110264206 A CN 201110264206A CN 102982047 B CN102982047 B CN 102982047B
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interactive information
cheating
information
hot word
interactive
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CN102982047A (en
Inventor
李彦宏
舒迅
陈楚洁
尹佳
周天
徐文涛
方勇
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Beijing Baidu Netcom Science and Technology Co Ltd
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Beijing Baidu Netcom Science and Technology Co Ltd
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Abstract

It is an object of the invention to provide a kind of method and apparatus for carrying out cheating detection to the interactive information in interaction platform, testing equipment obtains the interactive information of pending cheating detection；Detect whether the interactive information includes the hot word in hot word bank；When the interactive information includes the hot word, the cheating attribute information of the interactive information is obtained；According to the cheating attribute information, cheating detection is carried out to the interactive information, to obtain the cheating testing result corresponding with the interactive information.Compared with prior art, present invention detection includes the interactive information of hot word, and the cheating attribute information according to the interactive information carries out cheating detection, optimizes the network environment of interaction platform to the interactive information, improves the experience of interaction platform user.

Description

A kind of interactive information in interaction platform carries out the method and apparatus of cheating detection
Technical field
It is the present invention relates to Internet technical field more particularly to a kind of for making to the interactive information in interaction platform The technology of disadvantage detection.
Background technology
Along with the tide of Web2.0, various interaction platforms such as community, mhkc, forum, blog, microblogging, shopping website Etc. having attracted increasing interaction platform user.Correspondingly, practised fraud using interaction platform, guiding user clicks to enter respectively The behavior for planting cheating website also begins to increase sharply, and influence people normally use and browse interaction platform.
Therefore, cheating detection, the network environment of optimal interaction platform, lifting how are carried out to interactive information in interaction platform The experience of interaction platform user, a problem as those skilled in the art's urgent need to resolve.
The content of the invention
It is an object of the invention to provide it is a kind of for the interactive information in interaction platform carry out practise fraud detection method with Equipment.
According to an aspect of the invention, there is provided it is a kind of by it is computer implemented in interaction platform interaction letter The method that breath carries out cheating detection, wherein, the method is comprised the following steps：
A obtains the interactive information of pending cheating detection；
B detects whether the interactive information includes the hot word in hot word bank；
C includes the hot word when the interactive information, obtains the cheating attribute information of the interactive information；
D carries out cheating detection according to the cheating attribute information to the interactive information, to obtain and the interactive information Corresponding cheating testing result.
According to another aspect of the present invention, additionally provide a kind of for carrying out cheating inspection to the interactive information in interaction platform The testing equipment of survey, wherein, the equipment includes：
First acquisition device, the interactive information for obtaining pending cheating detection；
First detection means, for detecting whether the interactive information includes the hot word in hot word bank；
Second acquisition device, for including the hot word when the interactive information, obtains the cheating category of the interactive information Property information；
Second detection device, for according to the cheating attribute information, cheating detection being carried out to the interactive information, to obtain Obtain the cheating testing result corresponding with the interactive information.
Compared with prior art, present invention detection includes the interactive information of hot word, the cheating category according to the interactive information Property information, cheating detection is carried out to the interactive information, optimizes the network environment of interaction platform, improves interaction platform user's Experience.
Brief description of the drawings
By the detailed description made to non-limiting example made with reference to the following drawings of reading, it is of the invention other Feature, objects and advantages will become more apparent upon：
Fig. 1 is shown according to one aspect of the invention for carrying out setting for cheating detection to the interactive information in interaction platform Standby schematic diagram；
Fig. 2 shows System topological diagram；
Fig. 3 show in accordance with a preferred embodiment of the present invention for carrying out cheating inspection to the interactive information in interaction platform The equipment schematic diagram of survey；
Fig. 4 show according to a further aspect of the present invention for carrying out detection of practising fraud to the interactive information in interaction platform Method flow diagram；
Fig. 5 show in accordance with a preferred embodiment of the present invention for carrying out cheating inspection to the interactive information in interaction platform The method flow diagram of survey.
Same or analogous reference represents same or analogous part in accompanying drawing.
Specific embodiment
The present invention is described in further detail below in conjunction with the accompanying drawings.
Fig. 1 is shown according to one aspect of the invention for carrying out setting for cheating detection to the interactive information in interaction platform Standby schematic diagram；Wherein, testing equipment 1 includes the first acquisition device 11, the first detection means 12, the second acquisition device 13 and second Detection means 14.Testing equipment 1 includes but is not limited to network host, single network server, multiple webserver collection or many The cloud that individual server is constituted.Here, cloud is by a large amount of computers or the webserver based on cloud computing (Cloud Computing) Constitute, wherein, cloud computing is one kind of Distributed Calculation, and be made up of the computer collection of a group loose couplings is super virtual Computer.Those skilled in the art will be understood that above-mentioned testing equipment is only for example, and other are existing or are likely to occur from now on Testing equipment is such as applicable to the present invention, should also be included within the scope of the present invention, and is contained in by reference herein This.
Wherein, the first acquisition device 11 obtains the interactive information of pending cheating detection.Specifically, the first acquisition device 11 The application programming interfaces (API) that are for example provided by third party devices such as the servers corresponding to interaction platform or agreement it is logical Letter mode, the interactive information of pending cheating detection is obtained from the third party device；Or, by page technology, such as ASP, The page technologies such as JSP, PHP, the interactive letter that user is input into by the user equipment 2 in interaction platform is obtained from user equipment 2 Breath, as the interactive information of pending cheating detection.For example, the first acquisition device 11 is by calling corresponding to interaction platform The application programming interfaces (API) that server is provided, get the interactive information of pending cheating detection from the interaction platform " high definition of Kung Fu Panda 2 watches address online ".Here, interaction platform includes but is not limited to the shapes such as forum, mhkc, blog, microblogging The interactive community of formula；Interactive information include but is not limited to forum post, the information such as personal letter, message.Those skilled in the art should be able to Understand that the mode of interactive information of the pending cheating detection of above-mentioned acquisition is only for example, other are existing or are likely to occur from now on The mode of interactive information for obtaining pending cheating detection is such as applicable to the present invention, should also be included in the scope of the present invention with It is interior, and be incorporated herein by reference herein.Those skilled in the art should also be understood that above-mentioned interaction platform with interactive information only It is citing, other existing or interaction platforms for being likely to occur from now on or interactive information are such as applicable to the present invention, should also include Within the scope of the present invention, and it is incorporated herein by reference herein.
First detection means 12 detects whether the interactive information includes the hot word in hot word bank.Specifically, the first detection The interactive information of pending cheating detection of the device 12 according to acquired in the first acquisition device 11, by cutting word technology, hot word bank The modes such as matching inquiry, detect whether the interactive information includes the hot word in hot word bank.Here, the hot word bank includes largely Hot word, these hot words can be obtained according to the operation of substantial amounts of subscriber network access, and the hot word bank both may be located at testing equipment 1 In, it is also possible in the third party device being connected by network with testing equipment 1.For example, the first acquisition device 11 passes through With interacting for interaction platform, the interactive information " high definition of Kung Fu Panda 2 watches address online " of pending cheating detection is obtained；With Afterwards, by cutting word technology, by the interactive information of above-mentioned pending cheating detection, " high definition of Kung Fu Panda 2 exists the first detection means 12 Line watches address " " Kung Fu Panda ", " 2 ", " high definition ", " online ", " viewing address " etc. are cut into, and looked into by hot word bank matching Ask etc. mode, detect the interactive information include hot word bank in hot word " Kung Fu Panda ", " high definition ", " online ", " watch ground Location ".Those skilled in the art will be understood that whether the mode including the hot word in hot word bank is only in above-mentioned detection interactive information Citing, whether the mode including the hot word in hot word bank such as may be used in other existing or detection interactive informations for being likely to occur from now on Suitable for the present invention, should also be included within the scope of the present invention, and be incorporated herein by reference herein.Art technology Personnel should also be understood that it is above-mentioned the mode that interactive information carries out cutting word is only for example, other are existing or are from now on likely to occur The present invention is such as applicable to the mode that interactive information carries out cutting word, should be also included within the scope of the present invention, and herein It is incorporated herein by reference.Here, whether the present invention is by detecting in interactive information include hot word, and further, can be to bag The interactive information for including hot word carries out cheating detection, more accurately hits the cheating practised fraud using hot word.
When the interactive information includes the hot word, the second acquisition device 13 obtains the cheating attribute letter of the interactive information Breath.Specifically, when the hot word during the first detection means 12 detects that interactive information includes hot word bank, the second acquisition device 13 leads to Cross and interacted with the third party device such as the server corresponding to interaction platform, obtain the cheating attribute information of the interactive information, Such as the content attribute information of the interactive information, browse the link attribute information for going out chain in attribute information, the interactive information.Connect Example, the first acquisition device 11 is interacted by with interaction platform, obtains the interactive information " Kung Fu Panda 2 of pending cheating detection High definition watches address online "；Then, the first detection means 12 detects that the interaction is believed by modes such as hot word bank matching inquiries Breath includes hot word " Kung Fu Panda ", " high definition ", " online ", " viewing address " in hot word bank；Second acquisition device 13 passes through With interacting for the third party device such as the server corresponding to interaction platform, " high definition of Kung Fu Panda 2 is online to obtain the interactive information Viewing address " cheating attribute information, such as user go out in the interactive information residence time, the interactive information chain quantity, Go out and redirect webpage with the degree of association of the interactive information, quality, user's residence time, the authority of redirection webpage corresponding to chain Degree etc..Those skilled in the art will be understood that the mode of above-mentioned acquisition cheating attribute information is only for example, other existing or the presents Be likely to occur afterwards acquisition cheating attribute information mode be such as applicable to the present invention, should also be included in the scope of the present invention with It is interior, and be incorporated herein by reference herein.
Second detection device 14 carries out cheating detection according to the cheating attribute information to the interactive information, to obtain The cheating testing result corresponding with the interactive information.Specifically, second detection device 14 is according to the institute of the second acquisition device 13 The cheating attribute information of the interactive information of acquisition, such as the interactive information content attribute information, browse attribute information, interaction believe Go out link attribute information of chain etc. in breath, cheating detection is carried out to the interactive information, it is corresponding with the interactive information to obtain Cheating testing result.Connect example, the second acquisition device 13 by with the third party device such as the server corresponding to interaction platform Interaction, acquisition includes the interactive information of hot word, and " high definition of Kung Fu Panda 2 watches address culture.gmw.cn/2011- online When the user that the cheating attribute information of 06/14/content_2086253.htm ", such as user rest on the interactive information stops Between, included in the interactive information go out chain culture.gmw.cn/2011-06/14/content_2086253.htm institute it is right That answers redirects webpage and the degree of association of the interactive information etc., it is assumed that user's residence time that user rests on the interactive information is small In Second Threshold, and redirect that webpage is uncorrelated to the interactive information, then second detection device 14 detects that the interactive information is Cheating information.Here, the Second Threshold is preset time threshold value, for judging whether interactive information is cheating information, such as work as User rests on user's residence time of interactive information less than the Second Threshold, and the interactive information is cheating information.Preferably, The cheating attribute information of interactive information of two detection means 14 according to acquired in the second acquisition device 13, such as belongs to by according to cheating Property information for the interactive information is given a mark and combines the modes such as default scoring threshold, cheating detection is carried out to the interactive information, to obtain Obtain the cheating testing result corresponding with the interactive information.Those skilled in the art will be understood that and above-mentioned interactive information be carried out The mode for detecting of practising fraud is only for example, other modes that cheating detection is carried out to interactive information that are existing or being likely to occur from now on The present invention is such as applicable to, should be also included within the scope of the present invention, and be incorporated herein by reference herein.
Preferably, each device in testing equipment 1 is constant work.Specifically, the first acquisition device 11 is obtained Take the interactive information of pending cheating detection；First detection means 12 detects whether the interactive information includes the heat in hot word bank Word；When the interactive information includes the hot word, the second acquisition device 13 obtains the cheating attribute information of the interactive information；The Two detection means 14 carry out cheating detection according to the cheating attribute information to the interactive information, to obtain and the interaction The corresponding cheating testing result of information.Here, it will be understood by those skilled in the art that " lasting " refers to each device of testing equipment 1 Acquisition, the detection of hot word, the cheating attribute of interactive information are carried out according to setting or real-time adjustment mode of operation requirement respectively The acquisition of information and the acquisition of cheating testing result, until first acquisition device 11 stops obtaining pending in a long time The interactive information of cheating detection.
Preferably, the cheating attribute information includes following at least any one：
The content attribute information of-the interactive information；
- the interactive information browses attribute information；
Go out the link attribute information of chain in the-interactive information.
Specifically, when the cheating attribute information includes the content attribute information of the interactive information, second detection device 14, according to the content attribute information of the interactive information, cheating detection are carried out to the interactive information, to obtain and the interactive letter The corresponding cheating testing result of manner of breathing.Here, content attribute information is determined by the content of the interactive information, such as the interactive information Content including the quantity of contact method (telephone number, QQ, Email etc.), the content of the interactive information and the interactive information The degree of association of theme etc. determine.For example, the quantity of the contact method included when interactive information is more than first threshold, or Person, the content of the interactive information is uncorrelated to the theme of the interactive information, and second detection device 14 detects that the interactive information is Cheating information.Here, the first threshold is preset quantity threshold value, for judging whether interactive information is cheating information, such as work as The quantity of the contact method that interactive information includes is more than the first threshold, and the interactive information is cheating information.When the cheating Attribute information browses attribute information including the interactive information, and second detection device 14 browses attribute according to the interactive information Information, cheating detection is carried out to the interactive information, to obtain the cheating testing result corresponding with the interactive information. This, browses attribute information and is determined in the interactive information residence time, touching quantity of user etc. according to user.For example, work as using Family rests on user's residence time of interactive information less than Second Threshold, and second detection device 14 detects the interactive information to make Disadvantage information.Here, the Second Threshold is preset time threshold value, for judging whether interactive information is cheating information, such as works as and use Family rests on user's residence time of interactive information less than the Second Threshold, and the interactive information is cheating information.When the cheating Attribute information includes going out the link attribute information of chain in the interactive information, and second detection device 14 goes out according in the interactive information The link attribute information of chain, cheating detection is carried out to the interactive information, to obtain the cheating corresponding with the interactive information Testing result.Here, going out the strange of domain name of the link attribute information of chain as corresponding to going out the quantity of chain in interactive information, go out chain The quality that spend, goes out the degree of association for redirecting webpage and interactive information corresponding to chain, redirect webpage, user's residence time, weigh Prestige degree etc. determines.For example, when the quantity of chain is gone out in the interactive information more than the 3rd threshold value, going out the redirection webpage corresponding to chain When quality degree uncorrelated to the interactive information, the redirection webpage is stopped less than the user of the 4th threshold value, the redirection webpage Between less than the 5th threshold value, the technorati authority of the redirection webpage less than the 6th threshold value etc., second detection device 14 detects the interaction Information is cheating information.Here, the 3rd threshold value is preset quantity threshold value, the 4th threshold value is preset matter metric threshold, 5th threshold value is preset time threshold value, and whether the 6th threshold value is preset technorati authority threshold value, for judging interactive information It is cheating information, such as when the quantity for going out chain in interactive information is less than the 4th threshold more than the quality degree of the 3rd threshold value, redirection webpage Value, user's residence time of redirection webpage are less than the 6th threshold value less than the technorati authority of the 5th threshold value or redirection webpage, then should Interactive information is cheating information.Preferably, second detection device 14 is according to above-mentioned multiple cheating attribute informations of the interactive information, Cheating detection is carried out to the interactive information, to obtain the cheating testing result corresponding with the interactive information.For example, when mutual Contact method that dynamic information includes etc. is more than first threshold with the quantity of the incoherent content of the theme of the interactive information, and uses Family rests on user's residence time of the interactive information less than Second Threshold, the redirection net gone out corresponding to chain of the interactive information Page is uncorrelated to the interactive information, then second detection device 14 detects that the interactive information is cheating information.People in the art Member will be understood that above-mentioned cheating attribute information is only for example, and other cheating attribute informations that are existing or being likely to occur from now on such as may be used Suitable for the present invention, should also be included within the scope of the present invention, and be incorporated herein by reference herein.
Preferably, the second detection device 14 determines the cheating of the interactive information according to the cheating attribute information Degree；According to default cheating degree threshold value, based on the cheating degree, the cheating testing result is determined.Specifically, the second detection dress 14 are put according to the cheating attribute information of interactive information, content attribute information such as according to the interactive information, browse attribute information, should Go out the cheating attribute information such as link attribute information of chain in interactive information, such as the interactive information is carried out by way of marking Marking, the marking value according to the interactive information determines the cheating degree of the interactive information；Or, by respectively according to above-mentioned multiple Cheating attribute information is given a mark for the interactive information, obtains candidate's marking value, by the power corresponding to each cheating attribute information Value, multiple candidate's marking values are weighted, and obtain the marking value of the interactive information, and according to the marking value, it is determined that should The cheating degree of cheating attribute information；Then, second detection device 14 is again compared the cheating degree with default cheating degree threshold value Compared with, when the cheating degree of interactive information meets or exceeds the cheating degree threshold value, determine the interactive information be cheating information.This area Technical staff will be understood that the mode of above-mentioned determination cheating testing result is only for example, and other are existing or are likely to occur from now on It is determined that cheating testing result mode be such as applicable to the present invention, should also be included within the scope of the present invention, and herein with Way of reference is incorporated herein.Here, the present invention determines cheating degree according to the cheating attribute information of interactive information, then based on cheating degree Determine the cheating testing result of interactive information so that the cheating detection to interactive information is more accurate.
It is highly preferred that the second detection device 14 is according to the cheating attribute information, and combine the hot word of the hot word Relevant information, cheating detection is carried out to the interactive information, to obtain the cheating testing result；Wherein, the hot word is related Information includes following at least any one：
The temperature information of-hot word；
Quantity information of-the hot word in the interactive information；
Distributed intelligence of-the hot word in the interactive information.
Specifically, second detection device 14 is according to the cheating attribute information of interactive information, by the friendship such as with hot word bank Mutually or according to the statistical analysis to interactive information, the hot word relevant information of included hot word in the interactive information is obtained, such as Quantity information, the distributed intelligence of the temperature information, the hot word of the hot word in the interactive information etc., and it is related to combine above-mentioned hot word Information, cheating detection is carried out to the interactive information, to obtain cheating testing result.For example, second detection device 14 is according to interaction The cheating attribute information of information, for the interactive information is given a mark, obtains first candidate's marking value of the interactive information, in conjunction with The hot word relevant information of the hot word that the interactive information includes, for the interactive information is given a mark, obtains second candidate's marking value, The simply mode such as addition or weighted calculation is carried out by by above-mentioned first and second candidates marking value, beating for the interactive information is obtained Score value, and according to the marking value, cheating detection is carried out to the interactive information, to obtain cheating testing result.In cheating attribute letter The temperature of the hot word that manner of breathing is included in the case of, when interactive information is higher, quantity is more, it is wider to be distributed, then interaction is believed Breath second candidate's marking value it is bigger, the interactive information for practise fraud information probability it is higher.Here, storing heat in hot word bank The mapping relations of word and temperature information, the temperature information includes but is not limited to the temperature of hot word, issue rule etc., can pass through Acquisition is interacted with the third party device such as interaction platform or search engine, the hot word bank both may be located in testing equipment 1, also may be used With in the third party device being connected by network with the testing equipment 1.Here, number of the hot word in interactive information Amount information, distributed intelligence etc. can be obtained by the statistical analysis to interactive information, such as according to the content analysis to interactive information, And combine by with the hot word detected by the interacting of hot word bank, count the quantity of the hot word in the interactive information；And for example, according to Content analysis to interactive information, obtains distributing position of the hot word in the interactive information, such as in the title of interactive information, The text of interactive information is medium.Those skilled in the art will be understood that above-mentioned hot word relevant information is only for example, and other are existing Or the hot word relevant information being likely to occur from now on is such as applicable to the present invention, should also be included within the scope of the present invention, and It is incorporated herein by reference herein.Here, cheating attribute information of the present invention according to interactive information, and combine the interactive information The hot word relevant information of included hot word, cheating detection is carried out to interactive information so that cheating detection is more accurate.
Preferably, testing equipment 1 also includes updating device (not shown), and the updating device is visited according to substantial amounts of user network Operation is asked, candidate's hot word is obtained；According to candidate's hot word, the hot word bank is set up or updated.Specifically, updating device passes through With interacting for the third party device such as search engine, obtain substantial amounts of subscriber network access operation, such as user search queries, click on it is clear Look at, the operation of the network access such as issuing interactive information, operated according to above-mentioned network access, obtain candidate's hot word；Then, updating device By way of database update, candidate's hot word is stored in the hot word bank, to set up or update the hot word bank.For example, more new clothes Put by periodically excavating the social hotspots event that counts, candidate's hot word is such as obtained by " Baidu search roll of the hour ", or, by system Frequency, quantity that meter candidate's hot word occurs in interaction platform etc., extracts candidate's hot word, then, by database update Mode, the hot word bank is stored in by candidate's hot word, to set up or update the hot word bank.Those skilled in the art will be understood that above-mentioned building Mode that is vertical or updating hot word bank is only for example, other existing or foundation being likely to occur from now on or the mode for updating hot word bank The present invention is such as applicable to, should be also included within the scope of the present invention, and be incorporated herein by reference herein.
Fig. 2 shows System topological diagram, the multiple intermediate equipments 3 being connected via network with testing equipment 1 including testing equipment 1 and it is multiple with The user equipment 2 that above-mentioned testing equipment 1 or intermediate equipment 3 are connected via network.Wherein, testing equipment 1 obtains user and passes through The interactive information of the pending cheating detection that user equipment 2 or intermediate equipment 3 are provided；Detect whether the interactive information includes heat Hot word in dictionary；When the interactive information includes the hot word, the cheating attribute information of the interactive information is obtained；According to institute Cheating attribute information is stated, cheating detection is carried out to the interactive information, examined with obtaining the cheating corresponding with the interactive information Survey result；According to the cheating testing result, subsequent treatment is carried out to the interactive information, to obtain the described mutual of subsequent treatment Dynamic information；The interactive information of the subsequent treatment is provided to the user, so as to improve the network environment of interaction platform, is carried The experience of user is risen.Here, network include but is not limited to internet, wide area network, Metropolitan Area Network (MAN), LAN, VPN, Wireless self-organization network (Ad Hoc networks) etc..
In addition, testing equipment 1 include but is not limited to network host, single network server, multiple webserver collection or The cloud that multiple servers are constituted.Intermediate equipment 3 equally includes but is not limited to network host, single network server, multiple networks The cloud that server set or multiple servers are constituted.Here, cloud is by a large amount of computers based on cloud computing (Cloud Computing) Or the webserver is constituted, wherein, cloud computing is one kind of Distributed Calculation, is made up of the computer collection of a group loose couplings One super virtual computer.And user equipment 2 includes but is not limited to any one and can pass through keyboard, mouse, remote control with user The modes such as device, touch pad or handwriting equipment carry out the electronic product of man-machine interaction, such as computer, mobile phone, PDA, palm PC PPC or IPTV etc..Communication between testing equipment 1 and each intermediate equipment 3 is separate, including but not limited to based on such as TCP/ The packet data transmission of IP agreement, udp protocol etc..Communication between testing equipment 1 and each user equipment 2 is separate, including But it is not limited to the packet data transmission based on ICP/IP protocol, udp protocol etc..Between intermediate equipment 3 and each user equipment 2 Communication it is separate, the including but not limited to packet data transmission based on ICP/IP protocol, udp protocol etc..
Those skilled in the art will be understood that above-mentioned testing equipment 1, user equipment 2, intermediate equipment 3 and connect therebetween Network, communication mode are only for example, other it is existing or be likely to occur from now on testing equipment, user equipment, intermediate equipment or Network, communication mode are such as applicable to the present invention, should also be included within the scope of the present invention, and wrap by reference herein It is contained in this.
Those skilled in the art should also be understood that, the quantity of the disparate networks element only shown for simplicity in Fig. 2 Be likely less than the quantity in a real network, but this omission be far and away with do not interfere with the present invention is carried out it is clear, fill Premised on the disclosure divided.
For simplicity, it is described by taking 1, user equipment 2 of a testing equipment as an example below.People in the art Member is it will be understood that testing equipment 1 can be while interact, acquisition different user is not by with multiple user equipmenies 2 or intermediate equipment 3 The interactive information that the pending cheating provided with user equipment 2 or intermediate equipment 3 is detected；Detect whether the interactive information includes Hot word in hot word bank；When the interactive information includes the hot word, the cheating attribute information of the interactive information is obtained；According to The cheating attribute information, cheating detection is carried out to the interactive information, to obtain the cheating corresponding with the interactive information Testing result；According to the cheating testing result, subsequent treatment is carried out to the interactive information, to obtain described in subsequent treatment Interactive information；The interactive information of the subsequent treatment is provided to corresponding user.
Fig. 3 show in accordance with a preferred embodiment of the present invention for carrying out cheating inspection to the interactive information in interaction platform The equipment schematic diagram of survey；Testing equipment 1 also includes processing unit 15 ' and offer device 16 ', wherein, the first acquisition device 11 ', First detection means 12 ', the second acquisition device 13 ' and second detection device 14 ' are identical with corresponding intrument shown in Fig. 1 or basic Identical, here is omitted, and is incorporated herein by reference.
Wherein, the first acquisition device 11 ' obtains the interactive information that user provides.Specifically, user by with user The interactive mode of equipment 2, including but not limited to keyboard, mouse, remote control, touch pad or handwriting equipment, in interaction platform, institute is right Interactive information is input into the input frame of browser software, application program or the client software answered etc.；First acquisition device 11 ' leads to Cross page technology, such as ASP, JSP, PHP page technology, the interactive information of user input is got, as pending cheating The interactive information of detection.For example, user is by the interactive mode with user equipment 2, including but not limited to keyboard, mouse, remote control Device, touch pad or handwriting equipment, are input into interactive information " Kung Fu Panda 2 in the input frame of the browser corresponding to Baidu's mhkc High definition watches address culture.gmw.cn/2011-06/14/content_2086253.htm online "；First acquisition device 11 ' the interactive informations that user input is got by page technologies such as JSP, as the interactive information of pending cheating detection. Those skilled in the art will be understood that the mode of the interactive information that above-mentioned acquisition user provides is only for example, other existing or the presents The mode of the interactive information that the acquisition user being likely to occur afterwards provides such as is applicable to the present invention, should also be included in protection of the present invention Within scope, and it is incorporated herein by reference herein.
Processing unit 15 ' carries out subsequent treatment according to the cheating testing result to the interactive information, follow-up to obtain The interactive information for the treatment of.Specifically, cheating detection knot of the processing unit 15 ' according to detected by second detection device 14 ' Really, subsequent treatment is carried out to the interactive information practised fraud, as deleted the interactive information, shielding attribute of being practised fraud described in the interactive information Content corresponding to information etc., to obtain the interactive information of subsequent treatment.Example is connected, the first acquisition device 11 ' gets " high definition of Kung Fu Panda 2 watches address culture.gmw.cn/2011-06/14/ to the interactive information that user provides online content_2086253.htm”；First detection means 12 ' detects that the interactive information includes the hot word in hot word bank；Second obtains Take device 13 ' obtain the interactive information cheating attribute information be go out in the interactive information redirection webpage corresponding to chain with should Interactive information is uncorrelated；Second detection device 14 ' detects that the interactive information is cheating detection letter according to the cheating attribute information Breath；Then, according to the cheating testing result, to above-mentioned interactive information, " high definition of Kung Fu Panda 2 watches ground to processing unit 15 ' online Location culture.gmw.cn/2011-06/14/content_2086253.htm " carries out subsequent treatment, will be wrapped in the interactive information The chain culture.gmw.cn/2011-06/14/content_2086253.htm that goes out for including is deleted, to obtain subsequent treatment Interactive information " high definition of Kung Fu Panda 2 watches address online ".Those skilled in the art will be understood that and above-mentioned interactive information be entered The mode of row subsequent treatment is only for example, other sides that subsequent treatment is carried out to interactive information that are existing or being likely to occur from now on Formula is such as applicable to the present invention, should also be included within the scope of the present invention, and is incorporated herein by reference herein.
Offer device 16 ' provides to the user interactive information of the subsequent treatment.Specifically, there is provided device 16 ' According to the interactive information of the subsequent treatment of processing unit 15 ', the technology hand of people's readable information is provided using any of computer Section, such as screen display, loudspeaker broadcasting etc., the user equipment 2 is supplied to by the interactive information of the subsequent treatment, for Family browses.By taking screen display as an example, there is provided device 16 ' by the interactive information of the subsequent treatment of processing unit 15 ', using page skill Art, such as ASP, JSP or PHP page technology, there is provided to user equipment 2, browsed for user.Connect example, there is provided device 16 ' By through the interactive information " high definition of Kung Fu Panda 2 watches address online " after the subsequent treatment of processing unit 15 ', by page skill Art, such as ASP, JSP or PHP page technology, there is provided to user equipment 2, browsed for user, as delivered when user browses it During interactive information, interactive information " high definition of Kung Fu Panda 2 watches address online " this partial content is can only see in the mhkc.It is logical Cross the present embodiment, it is possible to achieve the content corresponding to the cheating attribute information of interactive information is shielded, interaction platform is prevented Spreading unchecked for middle cheating information, lifts the experience of interaction platform user.Those skilled in the art will be understood that above-mentioned by subsequently The interactive information for the treatment of is provided to the mode of user and is only for example, other it is existing or be likely to occur from now on by subsequent treatment Interactive information is provided to the mode of user and is such as applicable to the present invention, should be also included within the scope of the present invention, and herein It is incorporated herein by reference.Here, the present invention will be supplied to user through the interactive information of subsequent treatment, interaction platform is improved Network environment, improve the experience of user.
Preferably, the subsequent treatment in the processing unit 15 ' includes following at least any one：
- delete the interactive information；
Content described in the-shielding interactive information corresponding to cheating attribute information.
Specifically, when the subsequent treatment in the processing unit 15 ' includes deleting the interactive information, processing unit 15 ' The interactive information of cheating information directly will be detected as to be deleted, it is empty information that user cannot be delivered or it is delivered. When the subsequent treatment in the processing unit 15 ' is including interior corresponding to cheating attribute information described in the shielding interactive information Hold, interaction platform user cannot browse the content corresponding to cheating attribute information.Those skilled in the art will be understood that it is above-mentioned after Continuous treatment is only for example, and other subsequent treatments that are existing or being likely to occur from now on are such as applicable to the present invention, should also be included in Within the scope of the present invention, and it is incorporated herein by reference herein.
Preferably, the second detection device 14 ' is according to the cheating attribute information, and combines user's phase of the user Pass information, cheating detection is carried out to the interactive information, to obtain the cheating testing result corresponding with the interactive information.Tool Body ground, the cheating attribute information of interactive information of the second detection device 14 ' according to acquired in the second acquisition device 13 ', and combine The base attribute of the user related information of the user corresponding to the interactive information, such as user, history issue record, to described mutual Dynamic information carries out cheating detection, to obtain the cheating testing result corresponding with the interactive information.For example, second detection device 14 ' according to the cheating attribute information of interactive information, and for the interactive information is given a mark, the first candidate for obtaining the interactive information beats Score value, further according to the user related information of the user corresponding to the interactive information, for the interactive information is given a mark, obtains the 3rd Candidate's marking value, is simply added or the mode such as weighted calculation by by above-mentioned first with the 3rd candidate's marking value, is somebody's turn to do The marking value of interactive information, and according to the marking value, cheating detection is carried out to the interactive information, to obtain cheating testing result. Preferably, second detection device 14 ' is according to the cheating attribute information of interactive information, and combines the user corresponding to the interactive information The hot word relevant information of hot word that includes of user related information and the interactive information, cheating inspection is carried out to the interactive information Survey, to obtain the cheating testing result corresponding with the interactive information.Here, cheating attribute of the present invention according to interactive information Information, and the user related information of user is combined, cheating detection is carried out to the interactive information, further optimization is to interactive information Cheating detection behavior so that cheating detection it is more accurate.
It is highly preferred that the user related information includes following at least any one：
The base attribute of-the user；
The history issue record of-user.
Specifically, when the user related information includes the base attribute of user, second detection device 14 ' is obtained according to second The cheating attribute information of the interactive information acquired in device 13 ' is taken, and with reference to the base attribute of the user, to the interactive letter Breath carries out cheating detection, to obtain the cheating testing result corresponding with the interactive information.Here, the base attribute bag of user Include whether such as user is whether edition owner, the user are whether new user, the user are credit of black list user, user etc. Level etc..For example, to the same interactive information with same cheating attribute information, when the corresponding user of the interactive information is version The credit grade of the main or user is higher, then the interactive information be cheating information possibility it is smaller；And work as the interactive information pair The user for answering is that new user or the user are black list user, then the interactive information be cheating information possibility it is larger.Work as institute History issue record of the user related information including user is stated, second detection device 14 ' is according to acquired in the second acquisition device 13 ' Interactive information cheating attribute information, and combine the history issue record etc. of the user, the interactive information is made Disadvantage is detected, to obtain the cheating testing result corresponding with the interactive information.For example, to same cheating attribute information Same interactive information, when the corresponding user's history issue multiple of the interactive information is detected as the interactive information of cheating information, The interactive information is that the possibility of cheating information is larger.Those skilled in the art will be understood that above-mentioned user related information is only to lift Example, other user related informations that are existing or being likely to occur from now on are such as applicable to the present invention, should also be included in guarantor of the present invention Within shield scope, and it is incorporated herein by reference herein.
Preferably, the offer device 16 ' provides the interactive information of the subsequent treatment with the cheating testing result To the user.Specifically, there is provided interactive information and second detection device of the device 16 ' according to the subsequent treatment of processing unit 15 ' 14 ' detect the cheating testing result for drawing, the technological means of people's readable information are provided using any of computer, for example Screen display, loudspeaker broadcasting etc., are supplied to the user to set the interactive information of the subsequent treatment with cheating testing result Standby 2, browsed for user.By taking screen display as an example, there is provided device 16 ' according to the interactive information of the subsequent treatment of processing unit 15 ' with Second detection device 14 ' detects the cheating testing result for drawing, using page technology, such as ASP, JSP or PHP page skill Art, user equipment 2 is supplied to by the interactive information of the subsequent treatment with the cheating testing result, is browsed for user. For example, the first acquisition device 11 ' get user offer interactive information " high definition of Kung Fu Panda 2 watches address online culture.gmw.cn/2011-06/14/content_2086253.htm”；First detection means 12 ' detects that the interaction is believed Breath includes the hot word in hot word bank；The cheating attribute information that second acquisition device 13 ' obtains the interactive information is the interactive information In the redirection webpage that goes out corresponding to chain it is uncorrelated to the interactive information；Second detection device 14 ' according to the cheating attribute information, Detect that the interactive information is cheating detection information；Then, processing unit 15 ' is according to the cheating testing result, to above-mentioned interaction Information " high definition of Kung Fu Panda 2 watches address culture.gmw.cn/2011-06/14/content_2086253.htm online " Subsequent treatment is carried out, chain culture.gmw.cn/2011-06/14/content_ is gone out by what the interactive information included 2086253.htm is deleted, to obtain the interactive information " high definition of Kung Fu Panda 2 watches address online " of subsequent treatment；Then, Offer device 16 ' by through the interactive information " high definition of Kung Fu Panda 2 watches address online " after the subsequent treatment of processing unit 15 ', The cheating testing result obtained with second detection device 14 ', such as " cheating packet content containing cheating, will practise fraud content screen Cover ", the cheating testing result such as " interactive information be cheating information ", by page technology, such as ASP, JSP or PHP page skill Art, is supplied to user equipment 2 together, is browsed for user.By the present embodiment, user is obtaining the interactive information of subsequent treatment It is also possible to know cheating testing result, help user to deliver interactive information, improve the experience of user.
Fig. 4 show according to a further aspect of the present invention for carrying out detection of practising fraud to the interactive information in interaction platform Method flow diagram.Testing equipment 1 includes but is not limited to network host, single network server, multiple webserver collection or many The cloud that individual server is constituted.Here, cloud is by a large amount of computers or the webserver based on cloud computing (Cloud Computing) Constitute, wherein, cloud computing is one kind of Distributed Calculation, and be made up of the computer collection of a group loose couplings is super virtual Computer.Those skilled in the art will be understood that above-mentioned testing equipment is only for example, and other are existing or are likely to occur from now on Testing equipment is such as applicable to the present invention, should also be included within the scope of the present invention, and is contained in by reference herein This.
In step sl, testing equipment 1 obtains the interactive information of pending cheating detection.Specifically, in step S 1, The application programming interfaces (API) that testing equipment 1 is for example provided by third party devices such as the servers corresponding to interaction platform Or the communication mode of agreement, the interactive information of pending cheating detection is obtained from the third party device；Or, by page skill Art, such as ASP, JSP, PHP page technology, are obtained user and are input into interaction platform by the user equipment 2 from user equipment 2 Interactive information, as it is pending cheating detection interactive information.For example, in step S 1, testing equipment 1 is by calling The application programming interfaces (API) that server corresponding to interaction platform is provided, get pending work from the interaction platform The interactive information " high definition of Kung Fu Panda 2 watches address online " of disadvantage detection.Here, interaction platform includes but is not limited to forum, patch , the interactive community of the form such as blog, microblogging；Interactive information include but is not limited to forum post, the information such as personal letter, message.This Art personnel will be understood that the mode of the interactive information of the pending cheating detection of above-mentioned acquisition is only for example, and other are existing Or the mode of the interactive information of the pending cheating detection of acquisition being likely to occur from now on is such as applicable to the present invention, should also be included in Within the scope of the present invention, and it is incorporated herein by reference herein.Those skilled in the art should also be understood that above-mentioned interaction Platform is only for example with interactive information, and other existing or interaction platforms for being likely to occur from now on or interactive information are such as applicable to The present invention, should also be included within the scope of the present invention, and be incorporated herein by reference herein.
In step s 2, testing equipment 1 detects whether the interactive information includes the hot word in hot word bank.Specifically, exist In step S1, the interactive information that testing equipment 1 is detected according to pending cheating acquired in step sl, by cutting word skill The modes such as art, hot word bank matching inquiry, detect whether the interactive information includes the hot word in hot word bank.Here, the hot word bank Include a large amount of hot words, these hot words can be obtained according to the operation of substantial amounts of subscriber network access, and the hot word bank both can be with position In testing equipment 1, it is also possible in the third party device being connected by network with testing equipment 1.For example, in step S1 In, testing equipment 1 is interacted by with interaction platform, and obtaining the interactive information of pending cheating detection, " high definition of Kung Fu Panda 2 exists Line watches address "；Then, in step s 2, testing equipment 1 is by cutting word technology, the interaction that above-mentioned pending cheating is detected Information " high definition of Kung Fu Panda 2 watches address online " is cut into " Kung Fu Panda ", " 2 ", " high definition ", " online ", " viewing address " Deng, and by modes such as hot word bank matching inquiries, detect the interactive information include hot word bank in hot word " Kung Fu Panda ", " high definition ", " online ", " viewing address ".Whether those skilled in the art include hot word in will be understood that above-mentioned detection interactive information The mode of the hot word in storehouse is only for example, and whether hot word is included in other existing or detection interactive informations for being likely to occur from now on The mode of the hot word in storehouse is such as applicable to the present invention, should also be included within the scope of the present invention, and herein with reference side Formula is incorporated herein.Those skilled in the art should also be understood that it is above-mentioned the mode that interactive information carries out cutting word is only for example, other It is existing or be likely to occur from now on the present invention is such as applicable to the mode that interactive information carries out cutting word, should also be included in this hair Within bright protection domain, and it is incorporated herein by reference herein.Here, whether the present invention include in interactive information by being detected Hot word, further, can carry out cheating detection to the interactive information including hot word, more accurately hit and practised fraud using hot word Cheating.
When the interactive information includes the hot word, in step s3, testing equipment 1 obtains the cheating of the interactive information Attribute information.Specifically, when the hot word during testing equipment 1 detects that interactive information includes hot word bank in step s 2, in step In rapid S3, testing equipment 1 is interacted by with the third party device such as the server corresponding to interaction platform, obtains the interactive letter The cheating attribute information of breath, such as content attribute information of the interactive information, browse the chain for going out chain in attribute information, the interactive information Connect attribute information etc..Example is connected, in step sl, testing equipment 1 is interacted by with interaction platform, obtain pending cheating inspection The interactive information " high definition of Kung Fu Panda 2 watches address online " of survey；Then, in step s 2, testing equipment 1 passes through hot word bank With inquiry etc. mode, detect the interactive information include hot word bank in hot word " Kung Fu Panda ", " high definition ", " online ", " sight See address "；In step s3, testing equipment 1 is interacted by with the third party device such as the server corresponding to interaction platform, is obtained The cheating attribute information of the interactive information " high definition of Kung Fu Panda 2 watches address online " is taken, such as user stops in the interactive information Go out the quantity of chain in time, the interactive information for staying, go out the degree of association for redirecting webpage and the interactive information corresponding to chain, weigh Orient quality, user's residence time, technorati authority of webpage etc..Those skilled in the art will be understood that above-mentioned acquisition cheating attribute letter The mode of breath is only for example, and other modes for obtaining cheating attribute information that are existing or being likely to occur from now on are such as applicable to this Invention, should also be included within the scope of the present invention, and be incorporated herein by reference herein.
In step s 4, testing equipment 1 carries out cheating detection according to the cheating attribute information to the interactive information, To obtain the cheating testing result corresponding with the interactive information.Specifically, in step s 4, testing equipment 1 is according in step The cheating attribute information of acquired interactive information in rapid S3, such as content attribute information of the interactive information, browse attribute information, Go out link attribute information of chain etc. in the interactive information, cheating detection is carried out to the interactive information, to obtain and the interactive letter The corresponding cheating testing result of manner of breathing.Connect example, in step s3, testing equipment 1 by with the service corresponding to interaction platform The interaction of the third party devices such as device, acquisition includes the interactive information of hot word, and " high definition of Kung Fu Panda 2 watches address online It is mutual that the cheating attribute information of culture.gmw.cn/2011-06/14/content_2086253.htm ", such as user rest on this The culture.gmw.cn/2011-06/14/ for going out chain included in user's residence time, the interactive information of dynamic information Webpage and the degree of association of the interactive information etc. are redirected corresponding to content_2086253.htm, it is assumed that user rests on this User's residence time of interactive information is less than Second Threshold, and it is uncorrelated to the interactive information to redirect webpage, then in step S4 In, testing equipment 1 detects that the interactive information is cheating information.Here, the Second Threshold is preset time threshold value, for sentencing Whether disconnected interactive information is cheating information, such as when user rests on user's residence time of interactive information less than the Second Threshold, The interactive information is cheating information.Preferably, in step s 4, testing equipment 1 is according to interactive letter acquired in step s3 The cheating attribute information of breath, such as presets scoring threshold side by giving a mark and combining for the interactive information according to cheating attribute information Formula, cheating detection is carried out to the interactive information, to obtain the cheating testing result corresponding with the interactive information.This area skill Art personnel will be understood that the above-mentioned mode that cheating detection is carried out to interactive information is only for example, and other are existing or may go out from now on The existing mode for interactive information practise fraud detection is such as applicable to the present invention, should also be included in the scope of the present invention with It is interior, and be incorporated herein by reference herein.
Preferably, each step in testing equipment 1 is constant work.Specifically, in step sl, detection sets Standby 1 interactive information for obtaining pending cheating detection；In step s 2, testing equipment 1 detects whether the interactive information includes Hot word in hot word bank；When the interactive information includes the hot word, in step s3, testing equipment 1 obtains the interactive letter The cheating attribute information of breath；In step s 4, testing equipment 1 is carried out according to the cheating attribute information to the interactive information Cheating detection, to obtain the cheating testing result corresponding with the interactive information.Here, it will be understood by those skilled in the art that " lasting " refers to that each step of testing equipment 1 carries out interactive information according to setting or real-time adjustment mode of operation requirement respectively Acquisition, the detection of hot word, cheating attribute information acquisition and cheating testing result acquisition, until the testing equipment 1 compared with Stop obtaining the interactive information of pending cheating detection in for a long time.
Preferably, the cheating attribute information includes following at least any one：
The content attribute information of-the interactive information；
- the interactive information browses attribute information；
Go out the link attribute information of chain in the-interactive information.
Specifically, when the cheating attribute information includes the content attribute information of the interactive information, in step s 4, inspection Measurement equipment 1 carries out cheating detection according to the content attribute information of the interactive information to the interactive information, mutual with described to obtain The corresponding cheating testing result of dynamic information.Here, content attribute information is determined by the content of the interactive information, such as interaction The content of information including the quantity of contact method (telephone number, QQ, Email etc.), the content of the interactive information and the interaction Degree of association of the theme of information etc. determines.For example, the quantity of the contact method included when interactive information is more than first threshold, Or, the content of the interactive information is uncorrelated to the theme of the interactive information, and in step s 4, testing equipment 1 detects that this is mutual Dynamic information is cheating information.Here, the first threshold is preset quantity threshold value, for judging whether interactive information is cheating letter Breath, more than the first threshold, the interactive information is cheating information to the quantity of the contact method for such as including when interactive information.Work as institute State cheating attribute information and browse attribute information including the interactive information, in step s 4, testing equipment 1 is believed according to the interaction What is ceased browses attribute information, cheating detection is carried out to the interactive information, to obtain the cheating corresponding with the interactive information Testing result.Here, it is true in the interactive information residence time, touching quantity of user etc. according to user to browse attribute information It is fixed.For example, when user rests on user's residence time of interactive information less than Second Threshold, in step s 4, testing equipment 1 is examined The interactive information is measured for cheating information.Here, the Second Threshold is preset time threshold value, for whether judging interactive information It is cheating information, such as when user rests on user's residence time of interactive information less than the Second Threshold, the interactive information is work Disadvantage information.Go out the link attribute information of chain, in step s 4, detection in the cheating attribute information includes the interactive information Equipment 1 carries out cheating detection according to the link attribute information for going out chain in the interactive information to the interactive information, with acquisition and institute State the corresponding cheating testing result of interactive information.Here, go out the link attribute information of chain by go out in interactive information chain quantity, Go out the strange degree of the domain name corresponding to chain, go out the degree of association for redirecting webpage and interactive information, redirection webpage corresponding to chain Quality, user's residence time, technorati authority etc. determine.For example, when the quantity for going out chain in the interactive information is more than the 3rd threshold value, Go out redirecting corresponding to chain webpage be uncorrelated to the interactive information, redirection webpage quality degree less than the 4th threshold value, this The user's residence time for redirecting webpage is less than the 6th threshold value etc. less than the 5th threshold value, the technorati authority of the redirection webpage, in step In rapid S4, testing equipment 1 detects that the interactive information is cheating information.Here, the 3rd threshold value is preset quantity threshold value, institute The 4th threshold value is stated for preset matter metric threshold, the 5th threshold value is preset time threshold value, the 6th threshold value is preset authority Degree threshold value, for judging whether interactive information is cheating information, such as when the quantity for going out chain in interactive information is more than the 3rd threshold value, weight The quality degree for orienting webpage is less than the 5th threshold value or redirects webpage less than user's residence time of the 4th threshold value, redirection webpage Technorati authority be less than the 6th threshold value, then the interactive information be cheating information.Preferably, in step s 4, testing equipment 1 is according to this Above-mentioned multiple cheating attribute informations of interactive information, cheating detection is carried out to the interactive information, to obtain and the interactive letter The corresponding cheating testing result of manner of breathing.For example, the theme of contact method included when interactive information etc. and the interactive information is not The quantity of related content is more than first threshold, and user's residence time that user rests on the interactive information is less than the second threshold Value, the redirection webpage gone out corresponding to chain of the interactive information is uncorrelated to the interactive information, then in step s 4, testing equipment 1 detects that the interactive information is cheating information.Those skilled in the art will be understood that above-mentioned cheating attribute information is only for example, its He will such as be applicable to the present invention by cheating attribute information that is existing or being likely to occur from now on, should also be included in the scope of the present invention Within, and be incorporated herein by reference herein.
Preferably, in step s 4, testing equipment 1 determines the work of the interactive information according to the cheating attribute information Disadvantage degree；According to default cheating degree threshold value, based on the cheating degree, the cheating testing result is determined.Specifically, in step S4 In, testing equipment 1 content attribute information such as according to the interactive information, browses category according to the cheating attribute information of interactive information Property information, go out the cheating attribute information such as link attribute information of chain in the interactive information, such as this is mutual by way of marking Dynamic information is given a mark, the marking value according to the interactive information, determines the cheating degree of the interactive information；Or, by root respectively According to above-mentioned multiple attribute informations of practising fraud for the interactive information is given a mark, candidate's marking value is obtained, by each cheating attribute information Corresponding weights, multiple candidate's marking values are weighted, and obtain the marking value of the interactive information, and according to the marking Value, determines the cheating degree of the cheating attribute information；Then, in step s 4, testing equipment 1 is again by the cheating degree with default work Disadvantage degree threshold value is compared, and when the cheating degree of interactive information meets or exceeds the cheating degree threshold value, determines that the interactive information is Cheating information.Those skilled in the art will be understood that the mode of above-mentioned determination cheating testing result is only for example, and other are existing Or be likely to occur from now on and be set for the mode of disadvantage testing result really and be such as applicable to the present invention, should also be included in present invention protection model Within enclosing, and it is incorporated herein by reference herein.Here, the present invention determines to practise fraud according to the cheating attribute information of interactive information Degree, then the cheating testing result that interactive information is determined based on cheating degree so that the cheating detection to interactive information is more accurate.
It is highly preferred that in step s 4, testing equipment 1 combines the heat of the hot word according to the cheating attribute information Word relevant information, cheating detection is carried out to the interactive information, to obtain the cheating testing result；Wherein, the hot word phase Pass information includes following at least any one：
The temperature information of-hot word；
Quantity information of-the hot word in the interactive information；
Distributed intelligence of-the hot word in the interactive information.
Specifically, in step s 4, testing equipment 1 is according to the cheating attribute information of interactive information, by such as with hot word The interaction in storehouse or according to the statistical analysis to interactive information, obtains the related letter of hot word of included hot word in the interactive information Breath, such as quantity information, distributed intelligence of the temperature information, the hot word of the hot word in the interactive information, and combine above-mentioned heat Word relevant information, cheating detection is carried out to the interactive information, to obtain cheating testing result.For example, second detection device 14 According to the cheating attribute information of interactive information, for the interactive information is given a mark, first candidate's marking value of the interactive information is obtained, The hot word relevant information of the hot word included in conjunction with the interactive information, for the interactive information is given a mark, obtains the second candidate Marking value, the simply mode such as addition or weighted calculation is carried out by by above-mentioned first and second candidates marking value, obtains the interaction The marking value of information, and according to the marking value, cheating detection is carried out to the interactive information, to obtain cheating testing result.Making In the case of disadvantage attribute information identical, the temperature of the hot word included when interactive information is higher, quantity is more, it is wider to be distributed, then Second candidate's marking value of the interactive information is bigger, the interactive information for practise fraud information probability it is higher.Here, in hot word bank The mapping relations of hot word and temperature information are stored, the temperature information includes but is not limited to the temperature of hot word, issue rule etc., Acquisition can be interacted by with the third party device such as interaction platform or search engine, the hot word bank both may be located at testing equipment In 1, it is also possible in the third party device being connected by network with the testing equipment 1.Here, the hot word is believed in interaction Quantity information, distributed intelligence in breath etc. can be obtained by the statistical analysis to interactive information, as according to interactive information Content analysis, and combine by with the hot word detected by the interacting of hot word bank, count the quantity of the hot word in the interactive information； And for example, according to the content analysis to interactive information, distributing position of the hot word in the interactive information is obtained, as in interactive information In title, it is medium in the text of interactive information.Those skilled in the art will be understood that above-mentioned hot word relevant information is only for example, its He will such as be applicable to the present invention at hot word relevant information that is existing or being likely to occur from now on, should also be included in the scope of the present invention Within, and be incorporated herein by reference herein.Here, cheating attribute information of the present invention according to interactive information, and combination should The hot word relevant information of the hot word included by interactive information, cheating detection is carried out to interactive information so that cheating detection is more smart Really.
Preferably, in step S7 (not shown), testing equipment 1 is operated according to substantial amounts of subscriber network access, is obtained and is waited Select hot word；According to candidate's hot word, the hot word bank is set up or updated.Specifically, in the step s 7, testing equipment 1 passes through With interacting for the third party device such as search engine, obtain substantial amounts of subscriber network access operation, such as user search queries, click on it is clear Look at, the operation of the network access such as issuing interactive information, operated according to above-mentioned network access, obtain candidate's hot word；Then, testing equipment 1 by way of database update, and candidate's hot word is stored in into the hot word bank, to set up or update the hot word bank.For example, in step In S7, testing equipment 1 such as obtains candidate's heat by periodically excavating statistics social hotspots event by " Baidu search roll of the hour " Word, or, by counting frequency, quantity that candidate's hot word occurs in interaction platform etc., candidate's hot word is extracted, then, lead to The mode of database update is crossed, candidate's hot word is stored in the hot word bank, to set up or update the hot word bank.Those skilled in the art The mode that will be understood that above-mentioned foundation or update hot word bank is only for example, other existing or foundation for being likely to occur from now on or more The mode of new hot word bank is such as applicable to the present invention, should also be included within the scope of the present invention, and herein by reference It is incorporated herein.
Fig. 5 show in accordance with a preferred embodiment of the present invention for carrying out cheating inspection to the interactive information in interaction platform The method flow diagram of survey；Wherein, step S1 '-S4 ' are identical or essentially identical with correspondence step S1-S4 shown in Fig. 4, herein no longer Repeat, and be incorporated herein by reference.
Wherein, in step S1 ', testing equipment 1 obtains the interactive information that user provides.Specifically, user passes through With the interactive mode of user equipment 2, including but not limited to keyboard, mouse, remote control, touch pad or handwriting equipment, put down in interaction Interactive information is input into the input frame of browser software, application program or client software corresponding to platform etc.；In step S1 ' In, by page technology, such as ASP, JSP, PHP page technology gets the interactive information of user input to testing equipment 1, with As the interactive information of pending cheating detection.For example, user is by the interactive mode with user equipment 2, including but not limited to Keyboard, mouse, remote control, touch pad or handwriting equipment, are input into interactive in the input frame of the browser corresponding to Baidu's mhkc Information " high definition of Kung Fu Panda 2 watches address culture.gmw.cn/2011-06/14/content_2086253.htm online "； In step S1 ', testing equipment 1 gets the interactive information of user input by page technologies such as JSP, as pending work The interactive information of disadvantage detection.Those skilled in the art will be understood that the mode of the interactive information that above-mentioned acquisition user provides is only to lift Example, the mode of the interactive information that other acquisition users that are existing or being likely to occur from now on provide such as is applicable to the present invention, Should be included within the scope of the present invention, and be incorporated herein by reference herein.
In step S5 ', testing equipment 1 carries out subsequent treatment according to the cheating testing result to the interactive information, To obtain the interactive information of subsequent treatment.Specifically, in step S5 ', testing equipment 1 is examined according in step S4 ' The cheating testing result measured, the interactive information to practising fraud carries out subsequent treatment, such as deletes the interactive information, shields interaction letter Content practised fraud corresponding to attribute information described in breath etc., to obtain the interactive information of subsequent treatment.Example is connected, in step In S1 ', testing equipment 1 get user offer interactive information " high definition of Kung Fu Panda 2 watches address online culture.gmw.cn/2011-06/14/content_2086253.htm”；In step S2 ', testing equipment 1 detects this Interactive information includes the hot word in hot word bank；In step S3 ', testing equipment 1 obtains the cheating attribute information of the interactive information It is uncorrelated to the interactive information to go out redirection webpage corresponding to chain in the interactive information；In step S4 ', testing equipment 1 According to the cheating attribute information, detect that the interactive information is cheating detection information；Then, in step S5 ', testing equipment 1 According to the cheating testing result, to above-mentioned interactive information, " high definition of Kung Fu Panda 2 watches address culture.gmw.cn/ online 2011-06/14/content_2086253.htm " carries out subsequent treatment, and chain is gone out by what the interactive information included Culture.gmw.cn/2011-06/14/content_2086253.htm is deleted, to obtain the interactive letter of subsequent treatment Breath " high definition of Kung Fu Panda 2 watches address online ".Those skilled in the art will be understood that and above-mentioned interactive information subsequently be located The mode of reason is only for example, and other modes that subsequent treatment is carried out to interactive information that are existing or being likely to occur from now on can such as be fitted For the present invention, should also be included within the scope of the present invention, and be incorporated herein by reference herein.
In step S6 ', testing equipment 1 provides to the user interactive information of the subsequent treatment.Specifically, exist In step S6 ', testing equipment 1 is provided according to the interactive information of the subsequent treatment in step S5 ' using any of computer The technological means of people's readable information, such as screen display, loudspeaker broadcasting etc., the interactive information of the subsequent treatment is supplied to The user.By taking screen display as an example, in step S6 ', testing equipment 1 will in step S5 ' subsequent treatment interactive information, Using page technology, such as ASP, JSP or PHP page technology, there is provided to user equipment 2, browsed for user.Connect example, In step S6 ', testing equipment 1 is by through the interactive information after step S5 ' subsequent treatments, " high definition of Kung Fu Panda 2 is watched online Address ", by page technology, such as ASP, JSP or PHP page technology, there is provided to user equipment 2, browsed for user, such as works as and uses When family browses the interactive information that it is delivered, interactive information is can only see in the mhkc, and " high definition of Kung Fu Panda 2 watches ground online This partial content of location ".By the present embodiment, it is possible to achieve the content corresponding to the cheating attribute information of interactive information is shielded Cover, spreading unchecked for the information that prevents from practising fraud in interaction platform lifts the experience of interaction platform user.Those skilled in the art should be able to Understanding is above-mentioned to be only for example the mode that the interactive information of subsequent treatment is provided to user, and other are existing or are likely to occur from now on The mode that the interactive information of subsequent treatment is provided to user be such as applicable to the present invention, should also be included in the present invention protection model Within enclosing, and it is incorporated herein by reference herein.Here, the present invention will be supplied to user through the interactive information of subsequent treatment, The network environment of interaction platform is improved, the experience of user is improved.
Preferably, the subsequent treatment in step S5 ' includes following at least any one：
- delete the interactive information；
Content described in the-shielding interactive information corresponding to cheating attribute information.
Specifically, when the subsequent treatment in the step S5 ' includes deleting the interactive information, in step S5 ', inspection Measurement equipment 1 directly will be detected as the interactive information of cheating information and be deleted, and user cannot be delivered or it is delivered is Empty information.When the subsequent treatment in the step S5 ' includes that cheating attribute information institute described in the shielding interactive information is right The content answered, interaction platform user cannot browse the content corresponding to cheating attribute information.Those skilled in the art will be understood that Above-mentioned subsequent treatment is only for example, and other subsequent treatments that are existing or being likely to occur from now on are such as applicable to the present invention, also should It is included within the scope of the present invention, and is incorporated herein by reference herein.
Preferably, in step S4 ', testing equipment 1 combines the user of the user according to the cheating attribute information Relevant information, cheating detection is carried out to the interactive information, to obtain the cheating testing result corresponding with the interactive information. Specifically, in step S4 ', testing equipment 1 according to the cheating attribute information of acquired interactive information in step S3 ', and The base attribute of the user related information of the user with reference to corresponding to the interactive information, such as user, history issue record, to institute Stating interactive information carries out cheating detection, to obtain the cheating testing result corresponding with the interactive information.For example, in step In S4 ', testing equipment 1, for the interactive information is given a mark, obtains the interactive information according to the cheating attribute information of interactive information First candidate's marking value, further according to the user related information of the user corresponding to the interactive information, for the interactive information is carried out Marking, obtains the 3rd candidate's marking value, is simply added or weighted calculation with the 3rd candidate's marking value by by above-mentioned first Etc. mode, the marking value of the interactive information is obtained, and according to the marking value, cheating detection is carried out to the interactive information, to obtain Cheating testing result.Preferably, in step S4 ', testing equipment 1 is according to the cheating attribute information of interactive information, and combine should The hot word relevant information of the hot word that the user related information of the user corresponding to interactive information includes with the interactive information, to institute Stating interactive information carries out cheating detection, to obtain the cheating testing result corresponding with the interactive information.Here, root of the present invention According to the cheating attribute information of interactive information, and with reference to the user related information of user, cheating detection is carried out to the interactive information, Further cheating of the optimization to interactive information detects behavior so that cheating detection is more accurate.
It is highly preferred that the user related information includes following at least any one：
The base attribute of-the user；
The history issue record of-user.
Specifically, when the user related information includes the base attribute of user, in step S4 ', the basis of testing equipment 1 The cheating attribute information of acquired interactive information in step S3 ', and the base attribute of the user is combined, to the interaction Information carries out cheating detection, to obtain the cheating testing result corresponding with the interactive information.Here, the base attribute of user Including such as user whether be edition owner, the user whether be new user, the user whether be black list user, user credit Grade etc..For example, to the same interactive information with same cheating attribute information, when the corresponding user of the interactive information is version The credit grade of the main or user is higher, then the interactive information be cheating information possibility it is smaller；And work as the interactive information pair The user for answering is that new user or the user are black list user, then the interactive information be cheating information possibility it is larger.Work as institute History issue record of the user related information including user is stated, in step S4 ', testing equipment 1 is obtained according in step S3 ' The cheating attribute information of the interactive information for taking, and combine the history issue record of the user etc., the interactive information is carried out Cheating detection, to obtain the cheating testing result corresponding with the interactive information.For example, to same cheating attribute information Same interactive information, when the interactive information corresponding user's history issue multiple is detected as the interactive letter of cheating information Breath, the interactive information is that the possibility of cheating information is larger.Those skilled in the art will be understood that above-mentioned user related information only It is citing, other user related informations that are existing or being likely to occur from now on are such as applicable to the present invention, should also be included in this hair Within bright protection domain, and it is incorporated herein by reference herein.
Preferably, in step S6 ', testing equipment 1 ties the interactive information of the subsequent treatment and the cheating detection Fruit is supplied to the user.Specifically, in step S6 ', testing equipment 1 is according to the interactive information through step S5 ' subsequent treatments With the cheating testing result that draws is detected in the step S4 ', using the skill of any of computer offer people's readable information Art means, such as screen display, loudspeaker broadcasting etc., the interactive information of the subsequent treatment is supplied to cheating testing result The user.By taking screen display as an example, in step S6 ', testing equipment 1 is according to the interactive information through step S5 ' subsequent treatments With the cheating testing result that draws is detected in the step S4 ', using page technology, such as ASP, JSP or PHP page technology, The interactive information of the subsequent treatment is supplied to user equipment 2 with the cheating testing result, is browsed for user.Example Such as, in step S1 ', testing equipment 1 get user offer interactive information " high definition of Kung Fu Panda 2 watches address online culture.gmw.cn/2011-06/14/content_2086253.htm”；In step S2 ', testing equipment 1 detects this Interactive information includes the hot word in hot word bank；In step S3 ', testing equipment 1 obtains the cheating attribute information of the interactive information It is uncorrelated to the interactive information to go out redirection webpage corresponding to chain in the interactive information；In step S4 ', testing equipment 1 According to the cheating attribute information, detect that the interactive information is cheating detection information；Then, in step S5 ', testing equipment 1 According to the cheating testing result, to above-mentioned interactive information, " high definition of Kung Fu Panda 2 watches address culture.gmw.cn/ online 2011-06/14/content_2086253.htm " carries out subsequent treatment, and chain is gone out by what the interactive information included Culture.gmw.cn/2011-06/14/content_2086253.htm is deleted, to obtain the interactive letter of subsequent treatment Breath " high definition of Kung Fu Panda 2 watches address online "；Then, in step S6 ', testing equipment 1 will be through step S5 ' subsequent treatment mistakes Interactive information " high definition of Kung Fu Panda 2 watches address online " afterwards, and the cheating testing result obtained in step S4 ', such as " should The cheating testing result such as cheating packet content containing cheating, by the shielding of cheating content ", " interactive information is cheating information ", By page technology, such as ASP, JSP or PHP page technology is supplied to user equipment 2 together, is browsed for user.By this reality Example is applied, user is while the interactive information of subsequent treatment is obtained, it is also possible to know cheating testing result, help user to deliver mutually Dynamic information, improves the experience of user.
It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be in other specific forms realized.Therefore, no matter From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by appended power Profit requires to be limited rather than described above, it is intended that all in the implication and scope of the equivalency of claim by falling Change is included in the present invention.Any reference in claim should not be considered as the claim involved by limitation.This Outward, it is clear that " including " word is not excluded for other units or step, odd number is not excluded for plural number.The multiple stated in device claim Unit or device can also be realized by a unit or device by software or hardware.The first, the second grade word is used for table Show title, and be not offered as any specific order.

Claims (18)

1. a kind of by the computer implemented method for carrying out cheating detection to the interactive information in interaction platform, wherein, should Method is comprised the following steps：
A obtains the interactive information of pending cheating detection；
B detects whether the interactive information includes the hot word in hot word bank；
C includes the hot word when the interactive information, obtains the cheating attribute information of the interactive information；
D practises fraud according to the cheating attribute information, and with reference to the hot word relevant information of the hot word to the interactive information Detection, to obtain the cheating testing result corresponding with the interactive information；
Wherein, the hot word relevant information includes following at least any one：
The temperature information of-hot word；
Quantity information of-the hot word in the interactive information；
Distributed intelligence of-the hot word in the interactive information.
2. method according to claim 1, wherein, the cheating attribute information includes following at least any one：
The content attribute information of-the interactive information；
- the interactive information browses attribute information；
Go out the link attribute information of chain in the-interactive information.
3. method according to claim 1 and 2, wherein, step d also includes：
- according to the cheating attribute information, determine the cheating degree of the interactive information；
- according to default cheating degree threshold value, based on the cheating degree, determine the cheating testing result.
4. method according to claim 1 and 2, wherein, the method also includes：
- operated according to substantial amounts of subscriber network access, obtain candidate's hot word；
- according to candidate's hot word, set up or update the hot word bank.
5. method according to claim 1 and 2, wherein, step a also includes：
- obtain the interactive information that user provides；
Wherein, the method is further comprising the steps of：
X carries out subsequent treatment according to the cheating testing result to the interactive information, to obtain the interactive letter of subsequent treatment Breath；
Y provides to the user interactive information of the subsequent treatment.
6. method according to claim 5, wherein, the subsequent treatment in step x includes following at least any one：
- delete the interactive information；
Content described in the-shielding interactive information corresponding to cheating attribute information.
7. method according to claim 5, wherein, step d also includes：
- according to the cheating attribute information, and with reference to the user related information of the user, the interactive information is practised fraud Detection, to obtain the cheating testing result corresponding with the interactive information.
8. method according to claim 7, wherein, the user related information includes following at least any one：
The base attribute of-the user；
The history issue record of-user.
9. method according to claim 5, wherein, step y also includes：
- interactive information of the subsequent treatment is supplied to the user with the cheating testing result.
10. it is a kind of for the interactive information in interaction platform carry out practise fraud detection testing equipment, wherein, the testing equipment bag Include：
First acquisition device, the interactive information for obtaining pending cheating detection；
First detection means, for detecting whether the interactive information includes the hot word in hot word bank；
Second acquisition device, for including the hot word when the interactive information, obtains the cheating attribute letter of the interactive information Breath；
Second detection device, for according to the cheating attribute information, and combines the hot word relevant information of the hot word, to described Interactive information carries out cheating detection, to obtain the cheating testing result corresponding with the interactive information；
Wherein, the hot word relevant information includes following at least any one：
The temperature information of-hot word；
Quantity information of-the hot word in the interactive information；
Distributed intelligence of-the hot word in the interactive information.
11. testing equipments according to claim 10, wherein, the cheating attribute information includes following at least any one：
The content attribute information of-the interactive information；
- the interactive information browses attribute information；
Go out the link attribute information of chain in the-interactive information.
12. testing equipment according to claim 10 or 11, wherein, the second detection device is additionally operable to：
- according to the cheating attribute information, determine the cheating degree of the interactive information；
- according to default cheating degree threshold value, based on the cheating degree, determine the cheating testing result.
13. testing equipment according to claim 10 or 11, wherein, the testing equipment also includes updating device, is used for：
- operated according to substantial amounts of subscriber network access, obtain candidate's hot word；
- according to candidate's hot word, set up or update the hot word bank.
14. testing equipment according to claim 10 or 11, wherein, first acquisition device is additionally operable to：
- obtain the interactive information that user provides；
Wherein, the testing equipment also includes：
Processing unit, for according to the cheating testing result, subsequent treatment being carried out to the interactive information, to obtain follow-up place The interactive information of reason；
Offer device, for the interactive information of the subsequent treatment to be provided to the user.
15. testing equipments according to claim 14, wherein, subsequent treatment in the processing unit include it is following at least Any one：
- delete the interactive information；
Content described in the-shielding interactive information corresponding to cheating attribute information.
16. testing equipments according to claim 14, wherein, the second detection device is additionally operable to：
- according to the cheating attribute information, and with reference to the user related information of the user, the interactive information is practised fraud Detection, to obtain the cheating testing result corresponding with the interactive information.
17. testing equipments according to claim 16, wherein, the user related information includes following at least any one：
The base attribute of-the user；
The history issue record of-user.
18. testing equipments according to claim 14, wherein, the offer device is additionally operable to：
- interactive information of the subsequent treatment is supplied to the user with the cheating testing result.
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