CN106844655A - Information processing method, device and computer equipment - Google Patents
Information processing method, device and computer equipment Download PDFInfo
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- CN106844655A CN106844655A CN201710049496.5A CN201710049496A CN106844655A CN 106844655 A CN106844655 A CN 106844655A CN 201710049496 A CN201710049496 A CN 201710049496A CN 106844655 A CN106844655 A CN 106844655A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
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Abstract
The present invention relates to a kind of information processing method, device and computer equipment.The above method includes：The user data of first user is obtained, the user data of the first user is that the user data for obtaining is carried out screening what is obtained by account information and liveness information；Obtain the corresponding user data for downloading user of application program；The user data of the download user is matched with the user data of the first user, the download user that the match is successful is obtained；Obtain the ratio of the quantity quantity for downloading user corresponding with the application program of the download user that the match is successful；If the ratio is less than first threshold, judge in the corresponding download of the application program comprising first kind download.Whether comprising improper download in the corresponding download of ratio in judgement application program that the above method can be occupied according to first user in the corresponding download user of application program, detect whether the mode comprising improper download is simple, quick in the download of application program.
Description
Technical field
The present invention relates to field of computer technology, more particularly to a kind of information processing method, device and computer equipment,
In particular it relates to a kind of method, device and computer equipment that brush amount behavior is determined whether based on trusted users.
Background technology
With the popularization of intelligence computation machine equipment, various types of application programs are more and more in intelligence computation machine equipment.
Under normal circumstances, application platform can carry out ranking, the download of application program to application program according to the download of application program
More, the ranking of application program is more forward, and application program can obtain more potential download users.Part manufacturer is popularization and application
Program, can largely download application program using false account, improve the download of application program, and then improve application program and answering
With the ranking of platform.
The content of the invention
The embodiment of the present invention provides a kind of information processing method, device and computer equipment, can detect application program
Whether improper download is included in download.
A kind of information processing method, including：
The user data of first user is obtained, the user data of the first user is by account to the user data for obtaining
Information and liveness information carry out screening what is obtained；
Obtain the corresponding user data for downloading user of application program；
The user data of the download user is matched with the user data of the first user, is obtained that the match is successful
Download user；
Obtain the quantity quantity for downloading user corresponding with the application program of the download user that the match is successful
Ratio；
If the ratio is less than first threshold, judge to be downloaded comprising the first kind in the corresponding download of the application program
Amount.
A kind of information processor, including：
Acquisition module, the corresponding number of users for downloading user of user data and application program for obtaining first user
According to the user data of the first user is that the user data for obtaining is screened by account information and liveness information
's；
A matching module, for the user data and the user data of the first user of the download user to be carried out
Match somebody with somebody, obtain the download user that the match is successful；
The quantity that the acquisition module is additionally operable to obtain the download user that the match is successful is corresponding with the application program
Download user quantity ratio；
Determination module, if the ratio is less than first threshold, judges to be included in the corresponding download of the application program
First kind download.
A kind of computer equipment, including memory, processor and storage can run on a memory and on a processor
Computer program, following steps are realized during the computing device described program：
The user data of first user is obtained, the user data of the first user is by account to the user data for obtaining
Information and liveness information carry out screening what is obtained；
Obtain the corresponding user data for downloading user of application program；
The user data of the download user is matched with the user data of the first user, is obtained that the match is successful
Download user；
Obtain the quantity quantity for downloading user corresponding with the application program of the download user that the match is successful
Ratio；
If the ratio is less than first threshold, judge to be downloaded comprising the first kind in the corresponding download of the application program
Amount.
Information processing method, device and computer equipment in the embodiment of the present invention, can be according to the corresponding download of application program
Whether comprising improper download in the corresponding download of ratio in judgement application program that first user is occupied in user, detection should
With in the download of program, whether the mode comprising improper download is simple, quick.
Brief description of the drawings
Fig. 1 is the internal structure schematic diagram of one embodiment Computer equipment；
Fig. 2 is the flow chart of information processing method in one embodiment；
Fig. 3 is the structured flowchart of information processor in one embodiment；
Fig. 4 is the structured flowchart of information processor in another embodiment；
Fig. 5 is the structured flowchart of information processor in another embodiment；
Fig. 6 is the structured flowchart of information processor in another embodiment；
Fig. 7 is the block diagram of the part-structure of mobile phone related to the computer equipment for providing in one embodiment.
Specific embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
Fig. 1 is the internal structure schematic diagram of one embodiment Computer equipment.As shown in figure 1, the computer equipment bag
Include processor, non-volatile memory medium, built-in storage, the network interface connected by system bus.Wherein, computer equipment
Non-volatile memory medium be stored with operating system, also including a kind of information processor, the information processor is used for real
A kind of existing information processing method.The processor is used to provide calculating and control ability, supports the operation of whole computer equipment.Meter
The built-in storage in machine equipment is calculated for the operation of the information processor in non-volatile memory medium provides environment, the memory storage
Computer-readable instruction can be stored in device, when the computer-readable instruction is by the computing device, the treatment is may be such that
Device performs a kind of information processing method.Network interface is used to carry out network service with server.The computer equipment can be single
Individual server, multiple server group into server cluster or mobile phone etc..It will be understood by those skilled in the art that being shown in Fig. 1
Structure, only the block diagram of the part-structure related to application scheme, does not constitute and is applied to it to application scheme
On computer equipment restriction, specific computer equipment can include than more or less part shown in figure, or
Some parts are combined, or is arranged with different parts.
Fig. 2 is the flow chart of information processing method in one embodiment.As shown in Fig. 2 a kind of information processing method, including
Step S202 to step S210.Wherein：
S202, obtains the user data of first user, and the user data of first user is by account to the user data for obtaining
Number information and liveness information carry out screening what is obtained.
In one embodiment, computer equipment can record the corresponding user data of user for starting application platform, and right
The user data of acquisition is screened, and will screen the user for obtaining as first user, and store the corresponding user of first user
Data.Wherein, user data may include the account information and liveness information of user, and account information includes user account ID
(Identification, identity card) and corresponding IMEI (International Mobile Equipment Identity,
International Mobile Station Equipment Identification) number etc.；Liveness information includes that user starts the quantity of application program in prefixed time interval.It is popular
For, first user is the trusted users that computer equipment screening is obtained, and first user downloads application program in application platform
Normal download can be judged to by computer equipment.By by user account ID storages corresponding with IMEI number, it is to avoid with single
When whether IMEI number identifying user is trusted users, identification trusted users accuracy rate caused by IMEI number is easily forged is low to ask
Topic, improves the accuracy rate of identification trusted users.
S204, obtains the corresponding user data for downloading user of application program.
In one embodiment, the corresponding user for downloading user and downloading user of the recordable application program of computer equipment
Data.The corresponding download user of application program is the corresponding download user in application platform of application program, and computer equipment can
Obtain user account ID and corresponding IMEI number of download user etc..
S206, the user data for downloading user is matched with the user data of first user, obtains what the match is successful
Download user.
In one embodiment, computer equipment can be by the user data of the download user for obtaining and the first use for having stored
The user data at family is matched, and obtains the download user that the match is successful.Specifically, computer equipment will download the use of user
Family account ID matched with the user account ID of first user and will download the corresponding IMEI numbers of user account ID of user with
The corresponding IMEI numbers of user account ID of corresponding first user are matched, if the user account ID and first for downloading user is used
The user account ID at family is identical, and downloads the corresponding IMEI numbers of user account ID of user and user's account of corresponding first user
Number corresponding IMEI numbers of ID are identical, then judge to download user that the match is successful with first user, the acquisition download user that the match is successful.
For example, the user data of first user A1 that computer equipment has been stored is【Account ID：315899, IMEI number：
493002407599521】, the user data of the download user B1 of acquisition is【Account ID：315899, IMEI number：
493002407599521】, the user data for downloading user B2 is【Account ID：325498, IMEI number：
447769804451095】, then the match is successful with first user A1 to download user B1, under computer equipment record matching is successful
Carry the trusted users included in the corresponding download user of the recordable application program of user B1, i.e. computer equipment.
S208, obtains the ratio of the quantity quantity for downloading user corresponding with application program of the download user that the match is successful
Value.
In one embodiment, the quantity of the download user that computer equipment can obtain that the match is successful, and calculate and match into
The ratio of the quantity quantity for downloading user corresponding with application program of the download user of work(.I.e. computer equipment can calculate application
The corresponding ratio for downloading trusted users in user of program.
S210, if ratio is less than first threshold, judges to include first kind download in the corresponding download of application program.
In one embodiment, computer equipment can be corresponding with application program according to the quantity of the download user that the match is successful
The ratio of quantity of download user whether judge in the corresponding download of application program comprising first kind download.Wherein,
First kind download refers to improper download, computer equipment judge first user downloaded in application platform application program as
Normal to download, then other users download application program for improper download in application platform in addition to first user.
In one embodiment, S202 is sieved to the user data for obtaining by account information and liveness information in Fig. 2
Choosing includes：The user data in prefixed time interval is obtained, user data includes account information and liveness information；Detection account
Whether information includes account identity ID and International Mobile Station Equipment Identification IMEI number；And start application in detection liveness information
Whether the quantity of program reaches Second Threshold；If account information includes starting application in account ID and IMEI number and liveness information
The quantity of program reaches Second Threshold, then obtain user data of the user data as first user.
In one embodiment, computer equipment can obtain user's correspondence of the startup application platform in prefixed time interval
User data, and user data is screened, the user for obtaining will be screened as first user, and store screening and obtain and use
The user data at family.Wherein, user data may include account ID and corresponding IMEI number, start application program in Preset Time
Quantity, title, the number of times etc. that starts single application program of application program that start.Wherein, user data is screened
Including：User data is screened according to default screening rule.Default screening rule may include whether account information wraps
Include account ID and IMEI number, whether the quantity of startup application program reaches designated value, opened in Preset Time in Preset Time
Whether whether the number of times for moving single application program reaches designated value, the application program for having startup to specify in Preset Time etc..Example
Such as, default screening rule is that account information includes account ID and IMEI number and the application journey that 30 days start before current date
Sequence include QQ, wechat, microblogging, short message, photograph album, phone, camera, mail, calendar and weather in any five kinds, then judge user as
First user, obtains user data of the user data as first user.For example, user's A accounts ID is 315898, IMEI number is
493002407599621, and the application program started in 30 days before the current date includes：QQ, wechat, microblogging, short message, phase
Volume and calendar, then judge that user A is first user, obtains the user data of user A as the user data of first user.
Information processing method in the embodiment of the present invention, screens to user data, obtains the user after screening as the
Whether one user, be conducive to computer equipment according to first user to judge in the corresponding download of application program comprising improper
Whether download, improve computer equipment and judge in the corresponding download of application program comprising the accurate of improper download
Degree.
In one embodiment, above- mentioned information processing method also includes：Periodically obtain and press account information and liveness information
Screen the user data for obtaining；The set of the user data of the first user that will have been stored is replaced and is stored as screening what is obtained
The set of user data.
In one embodiment, computer equipment can obtain screening after the corresponding user data of user, and with acquisition
User data replaces the user data of the first user for having stored.For example, computer equipment gets Date first 30 days owning
Start the corresponding user data of user of application program, above-mentioned user data is screened, obtain the user after screening, be used in combination
The corresponding user data of user after screening replaces the user data of the first user for having stored.
Information processing method in the embodiment of the present invention, is replaced by the corresponding user data of the user obtained with screening and deposited
The user data of the first user of storage, is capable of achieving the user data of the first user that real-time update computer equipment has been stored, and carries
Computer equipment high judges whether the accuracy of improper download is included in the corresponding download of application program.
In one embodiment, above- mentioned information processing method also includes：Obtain the account ID and IMEI number of active user；If
The account ID for detecting active user is identical with the account ID of first user, or active user IMEI number and first user
IMEI number is identical；Detect whether the account ID and IMEI number of active user are right with the account ID and IMEI number of corresponding first user
Should be identical；If differing, the user data of the corresponding first user of active user is deleted from the user data of first user.
In one embodiment, computer equipment can real-time monitoring log in the user of application platform, and obtain current login
The corresponding user data of user of application platform.Wherein, user data includes user account ID and corresponding IMEI number.If calculating
The account ID that machine equipment detects active user is identical with the account ID of the first user for having stored, then detect the account of active user
Number ID it is corresponding No. IIMEI it is whether identical with the corresponding IMEI numbers of account ID of the corresponding first user for having stored.If current
The account ID of user is identical with the account ID of the first user for having stored, and active user the corresponding IMEI numbers of account ID and phase
The corresponding IMEI number of the account ID of the first user for having stored answered is different, then judge the user data of active user with it is corresponding
The user data of the first user for having stored is mismatched, the first user that the user data of active user has been stored accordingly
User data is deleted.If the IMEI number phase of the IMEI number that computer equipment detects active user and the first user for having stored
Together, then whether the account ID of detection active user is identical with the account ID of the corresponding first user for having stored.If active user
IMEI number it is identical with the IMEI number of the first user for having stored, and the account ID of active user with it is corresponding stored first
The account ID of user is different, then judge the user data of the user data of active user and the corresponding first user for having stored not
Matching, the user data of the first user that the user data of active user has been stored accordingly is deleted.
Information processing method in the embodiment of the present invention, logs in the user of application platform and obtains user's by real-time monitoring
User data, user data is user account ID and corresponding IMEI number, by the user data of acquisition and the number of users for having stored
According to being matched, the trusted users that first user judges for system for having stored are capable of achieving, improve computer equipment and judge to answer
With the accuracy that whether improper download is included in the corresponding download of program.
In one embodiment, before obtaining the corresponding user data for downloading user of application program, above- mentioned information treatment
Method includes：Obtain the corresponding download of application program；If the corresponding download of application program is higher than the 3rd threshold value, obtaining should
With the corresponding user data for downloading user of program.
In one embodiment, computer equipment can in real-time monitoring application platform application program download, if monitoring
Download to application program is higher than preset value, then obtain the corresponding user data for downloading user of application program, that is, obtaining should
With the corresponding user data for downloading user of program.In one embodiment, applied in the application platform of computer equipment monitoring
The download of program is the download of application program in intervals.For example, in the detectable application platform of computer equipment
Download on the day of application program, if the download on the day of application program is more than 500, obtains corresponding download of application program and uses
The user data at family.
Information processing method in the embodiment of the present invention, is monitored by the download to application program, if application program
Download be higher than designated value, then obtain application program it is corresponding download user user data.Being screened by download should
With program, more accurately whether improper download can be included in the corresponding download of recognition application.
Fig. 3 is the structured flowchart of information processor in one embodiment.As shown in figure 3, a kind of information processor, bag
Include acquisition module 302, matching module 304 and determination module 306.Wherein：
Acquisition module 302, the corresponding user for downloading user of user data and application program for obtaining first user
Data, the user data of first user is that the user data for obtaining is screened by account information and liveness information
's；Obtain the ratio of the quantity quantity for downloading user corresponding with application program of the download user that the match is successful.
Matching module 304, for the user data for downloading user to be matched with the user data of first user, obtains
The download user that the match is successful.
Determination module 306, if being less than first threshold for ratio, judges in the corresponding download of application program comprising the
One class download.
Information processor in the embodiment of the present invention, by obtaining the corresponding download user data of application program and having stored
First user data, wherein first user be screening obtain normal users.By the corresponding download user data of application program
Matched with the first user data for having stored, obtained the first user that the corresponding download user of application program includes, calculated
The corresponding ratio for downloading first user in user of application program, if above-mentioned ratio is less than designated value, under judgement application program
Improper download is included in carrying capacity, whether can easily be detected in the download of application program comprising improper download.
In one embodiment, acquisition module 302 is additionally operable to obtaining the corresponding number of users for downloading user of application program
According to before, the corresponding download of application program is obtained；If the corresponding download of application program is higher than the 3rd threshold value, application is obtained
The corresponding user data for downloading user of program.
Information processor in the embodiment of the present invention, is monitored by the download to application program, if application program
Download be higher than designated value, then obtain application program it is corresponding download user user data.Being screened by download should
With program, more accurately whether improper download can be included in the corresponding download of recognition application.
Fig. 4 is the structured flowchart of information processor in another embodiment.As shown in figure 4, a kind of information processor,
Including acquisition module 402, matching module 404, determination module 406 and first detection module 408.Wherein, acquisition module 402,
It is identical with module 404 and the functions of modules corresponding with Fig. 3 of determination module 406.
Acquisition module 402 be additionally operable to obtain prefixed time interval in user data, user data include account information and
Liveness information；
First detection module 408, for detecting whether account information includes account ID and IMEI number；And detection liveness letter
Whether the quantity for starting application program in breath reaches Second Threshold；
If acquisition module 402 is additionally operable to account information and applies journey including starting in account ID and IMEI number and liveness information
The quantity of sequence reaches Second Threshold, then obtain user data of the user data as first user.
Information processor in the embodiment of the present invention, screens to user data, obtains the user after screening as the
Whether one user, be conducive to computer equipment according to first user to judge in the corresponding download of application program comprising improper
Whether download, improve computer equipment and judge in the corresponding download of application program comprising the accurate of improper download
Degree.
Fig. 5 is the structured flowchart of information processor in another embodiment.As shown in figure 5, a kind of information processor,
Including acquisition module 502, matching module 504, determination module 506 and replacement memory module 508.Wherein, acquisition module 502,
It is identical with module 504 and the functions of modules corresponding with Fig. 3 of determination module 506.
Acquisition module 502 is additionally operable to periodically obtain the number of users for by account information and liveness information screen and obtaining
According to.
Memory module 508 is replaced, the set replacement for the user data of the first user that will have been stored is stored as screening
The set of the user data for obtaining.
Information processor in the embodiment of the present invention, is replaced by the corresponding user data of the user obtained with screening and deposited
The user data of the first user of storage, is capable of achieving the user data of the first user that real-time update computer equipment has been stored, and carries
Computer equipment high judges whether the accuracy of improper download is included in the corresponding download of application program.
Fig. 6 is the structured flowchart of information processor in another embodiment.As shown in fig. 6, a kind of information processor,
Including acquisition module 602, matching module 604, determination module 606, the second detection module 608 and removing module 610.Wherein, obtain
Modulus block 602, matching module 604 and the functions of modules corresponding with Fig. 3 of determination module 606 are identical.
Acquisition module 602 obtains the account ID and IMEI number of active user.
Second detection module 608, if it is identical with the account ID of first user for detecting the account ID of active user, or
The IMEI number of active user is identical with the IMEI number of first user；Then detection active user account ID and IMEI number with it is corresponding
Whether the account ID and IMEI number of first user correspond to identical
Removing module 610, if for differing, active user corresponding first is deleted from the user data of first user
The user data of user.
Information processor in the embodiment of the present invention, logs in the user of application platform and obtains user's by real-time monitoring
User data, user data is user account ID and corresponding IMEI number, by the user data of acquisition and the number of users for having stored
According to being matched, the trusted users that first user judges for system for having stored are capable of achieving, improve computer equipment and judge to answer
With the accuracy that whether improper download is included in the corresponding download of program.
The division of modules is only used for for example, in other embodiments, will can believe in above- mentioned information processing unit
Breath processing unit is divided into different modules as required, to complete all or part of function of above- mentioned information processing unit.
The embodiment of the present invention additionally provides a kind of computer equipment.As shown in fig. 7, for convenience of description, illustrate only with
The related part of the embodiment of the present invention, particular technique details is not disclosed, and refer to present invention method part.The calculating
Machine equipment can be any terminal device such as including server, vehicle-mounted computer, Wearable, with computer equipment as server
As a example by：
Fig. 7 is the block diagram of the part-structure of server related to the computer equipment for providing in one embodiment.With reference to
Fig. 7, server includes：The parts such as memory 710, processor 720 and power supply 730.It will be understood by those skilled in the art that
Server architecture shown in Fig. 7 does not constitute the restriction to server, can include part more more or less than diagram, or
Combine some parts, or different part arrangements.
Memory 710 can be used to store software program and module, and processor 720 is by running storage in memory 710
Software program and module so that the various function application of execute server and data processing.Memory 710 can be wrapped mainly
Program storage area and data storage area are included, wherein, the application that program storage area can be needed for storage program area, at least one function
Program (application program of such as sound-playing function, application program of image player function etc.) etc.；Data storage area can be stored
Created data (such as voice data) etc. are used according to server.Additionally, memory 710 can include depositing at random at a high speed
Access to memory, can also include nonvolatile memory, for example, at least one disk memory, flush memory device or other are easy
The property lost solid-state memory.
Processor 720 is the control centre of server, using various interfaces and each portion of the whole server of connection
Point, by running or performing software program and/or module of the storage in memory 710, and storage is called in memory 710
Interior data, the various functions and processing data of execute server, so as to carry out integral monitoring to server.In one embodiment
In, processor 720 may include one or more processing units.In one embodiment, processor 720 can integrated application processor
And modem processor, wherein, application processor mainly processes operating system, user interface and application program etc.；Modulatedemodulate
Processor is adjusted mainly to process radio communication.It is understood that above-mentioned modem processor can not also be integrated into processor
In 720.
Server 700 also includes the power supply 730 (such as battery) powered to all parts, it is preferred that power supply can pass through
Power-supply management system is logically contiguous with processor 720, so as to realize management charging, electric discharge, Yi Jigong by power-supply management system
The functions such as consumption management.
In embodiments of the present invention, following steps (1) are realized extremely during 720 configuration processor of processor included by the server
(5).Wherein：
(1) user data of first user is obtained, the user data of first user is by account to the user data for obtaining
Information and liveness information carry out screening what is obtained.
In one embodiment, computer equipment can record the corresponding user data of user for starting application platform, and right
The user data of acquisition is screened, and will screen the user for obtaining as first user, and store the corresponding user of first user
Data.Wherein, user data may include the account information and liveness information of user, and account information includes user account ID
(Identification, identity card) and corresponding IMEI (International Mobile Equipment Identity,
International Mobile Station Equipment Identification) number etc.；Liveness information includes that user starts the quantity of application program in prefixed time interval.It is popular
For, first user is the trusted users that computer equipment screening is obtained, and first user downloads application program in application platform
Normal download can be judged to by computer equipment.By by user account ID storages corresponding with IMEI number, it is to avoid with single
When whether IMEI number identifying user is trusted users, identification trusted users accuracy rate caused by IMEI number is easily forged is low to ask
Topic, improves the accuracy rate of identification trusted users.
(2) the corresponding user data for downloading user of application program is obtained.
In one embodiment, the corresponding user for downloading user and downloading user of the recordable application program of computer equipment
Data.The corresponding download user of application program is the corresponding download user in application platform of application program, and computer equipment can
Obtain user account ID and corresponding IMEI number of download user etc..
(3) user data for downloading user is matched with the user data of first user, is obtained under the match is successful
Carry user.
In one embodiment, computer equipment can be by the user data of the download user for obtaining and the first use for having stored
The user data at family is matched, and obtains the download user that the match is successful.Specifically, computer equipment will download the use of user
Family account ID matched with the user account ID of first user and will download the corresponding IMEI numbers of user account ID of user with
The corresponding IMEI numbers of user account ID of corresponding first user are matched, if the user account ID and first for downloading user is used
The user account ID at family is identical, and downloads the corresponding IMEI numbers of user account ID of user and user's account of corresponding first user
Number corresponding IMEI numbers of ID are identical, then judge to download user that the match is successful with first user, the acquisition download user that the match is successful.
(4) ratio of the quantity quantity for downloading user corresponding with application program of the download user that the match is successful is obtained.
In one embodiment, the quantity of the download user that computer equipment can obtain that the match is successful, and calculate and match into
The ratio of the quantity quantity for downloading user corresponding with application program of the download user of work(.I.e. computer equipment can calculate application
The corresponding ratio for downloading trusted users in user of program.
(5) if ratio is less than first threshold, judge to include first kind download in the corresponding download of application program.
In one embodiment, computer equipment can be corresponding with application program according to the quantity of the download user that the match is successful
The ratio of quantity of download user whether judge in the corresponding download of application program comprising first kind download.Wherein,
First kind download refers to improper download, computer equipment judge first user downloaded in application platform application program as
Normal to download, then other users download application program for improper download in application platform in addition to first user.
Embodiment of the present invention Computer equipment, by obtaining, application program is corresponding to be downloaded user data and has stored
First user data, wherein first user are the normal users that screening is obtained.By application program it is corresponding download user data with
The first user data for having stored are matched, and obtain the first user that the corresponding download user of application program includes, and calculating should
With the corresponding ratio for downloading first user in user of program, if above-mentioned ratio is less than designated value, the download of application program is judged
Improper download is included in amount, whether can easily be detected in the download of application program comprising improper download.
In one embodiment, following steps are also realized during computing device program in above computer equipment：Obtain pre-
If the user data in time interval, user data includes account information and liveness information；Whether detection account information includes
Account identity ID and International Mobile Station Equipment Identification IMEI number；And the quantity of startup application program is in detection liveness information
It is no to reach Second Threshold；If account information includes that the quantity of startup application program in account ID and IMEI number and liveness information reaches
To Second Threshold, then user data of the user data as first user is obtained.
In one embodiment, computer equipment can obtain user's correspondence of the startup application platform in prefixed time interval
User data, and user data is screened, the user for obtaining will be screened as first user, and store screening and obtain and use
The user data at family.Wherein, user data may include account ID and corresponding IMEI number, start application program in Preset Time
Quantity, title, the number of times etc. that starts single application program of application program that start.Wherein, user data is screened
Including：User data is screened according to default screening rule.Default screening rule may include whether account information wraps
Include account ID and IMEI number, whether the quantity of startup application program reaches designated value, opened in Preset Time in Preset Time
Whether whether the number of times for moving single application program reaches designated value, the application program for having startup to specify in Preset Time etc..Example
Such as, default screening rule is that account information includes account ID and IMEI number and the application journey that 30 days start before current date
Sequence include QQ, wechat, microblogging, short message, photograph album, phone, camera, mail, calendar and weather in any five kinds, then judge user as
First user, obtains user data of the user data as first user.
Embodiment of the present invention Computer equipment, screens to user data, obtains the user after screening as first
Whether user, be conducive to computer equipment according to first user to judge in the corresponding download of application program comprising under improper
Carrying capacity, improve computer equipment judge in the corresponding download of application program whether the accuracy comprising improper download.
In one embodiment, following steps are also realized during computing device program in above computer equipment：Periodically obtain
Take the user data for by account information and liveness information screen and obtaining；The user data of the first user that will have been stored
The set for being stored as screening the user data for obtaining is replaced in set.
In one embodiment, computer equipment can obtain screening after the corresponding user data of user, and with acquisition
User data replaces the user data of the first user for having stored.For example, computer equipment gets Date first 30 days owning
Start the corresponding user data of user of application program, above-mentioned user data is screened, obtain the user after screening, be used in combination
The corresponding user data of user after screening replaces the user data of the first user for having stored.
Embodiment of the present invention Computer equipment, is replaced by the corresponding user data of the user obtained with screening and stored
First user user data, be capable of achieving the user data of first user that real-time update computer equipment has been stored, improve
Computer equipment judge in application program corresponding download whether the accuracy comprising improper download.
In one embodiment, following steps are also realized during computing device program in above computer equipment：Obtain and work as
The account ID and IMEI number of preceding user；If the account ID for detecting active user is identical with the account ID of first user, or currently
The IMEI number of user is identical with the IMEI number of first user；Detect that the account ID and IMEI number of active user are used with corresponding first
It is identical whether the account ID and IMEI number at family correspond to；If differing, active user couple is deleted from the user data of first user
The user data of the first user answered.
In one embodiment, computer equipment can real-time monitoring log in the user of application platform, and obtain current login
The corresponding user data of user of application platform.Wherein, user data includes user account ID and corresponding IMEI number.If calculating
The account ID that machine equipment detects active user is identical with the account ID of the first user for having stored, then detect the account of active user
Number ID it is corresponding No. IIMEI it is whether identical with the corresponding IMEI numbers of account ID of the corresponding first user for having stored.If current
The account ID of user is identical with the account ID of the first user for having stored, and active user the corresponding IMEI numbers of account ID and phase
The corresponding IMEI number of the account ID of the first user for having stored answered is different, then judge the user data of active user with it is corresponding
The user data of the first user for having stored is mismatched, the first user that the user data of active user has been stored accordingly
User data is deleted.If the IMEI number phase of the IMEI number that computer equipment detects active user and the first user for having stored
Together, then whether the account ID of detection active user is identical with the account ID of the corresponding first user for having stored.If active user
IMEI number it is identical with the IMEI number of the first user for having stored, and the account ID of active user with it is corresponding stored first
The account ID of user is different, then judge the user data of the user data of active user and the corresponding first user for having stored not
Matching, the user data of the first user that the user data of active user has been stored accordingly is deleted.
Embodiment of the present invention Computer equipment, logs in the user of application platform and obtains the use of user by real-time monitoring
User data, user data is user account ID and corresponding IMEI number, by the user data of acquisition and the user data for having stored
Matched, be capable of achieving the trusted users that first user judges for system for having stored, improve computer equipment and judge application
Whether the accuracy of improper download is included in the corresponding download of program.
In one embodiment, before obtaining the corresponding user data for downloading user of application program, above computer sets
Following steps are also realized during standby middle computing device program：Obtain the corresponding download of application program；If application program is corresponding
Download is higher than the 3rd threshold value, then obtain the corresponding user data for downloading user of application program.
In one embodiment, computer equipment can in real-time monitoring application platform application program download, if monitoring
Download to application program is higher than preset value, then obtain the corresponding user data for downloading user of application program, that is, obtaining should
With the corresponding user data for downloading user of program.In one embodiment, applied in the application platform of computer equipment monitoring
The download of program is the download of application program in intervals.
Embodiment of the present invention Computer equipment, is monitored by the download to application program, if application program
Download is higher than designated value, then obtain the corresponding user data for downloading user of application program.Application is screened by download
Whether program, more accurately can include improper download in the corresponding download of recognition application.
One of ordinary skill in the art will appreciate that all or part of flow in realizing above-described embodiment method, can be
The hardware of correlation is instructed to complete by computer program, described program can be stored in a non-volatile computer and can read
In storage medium, the program is upon execution, it may include such as the flow of the embodiment of above-mentioned each method.Wherein, described storage is situated between
Matter can be magnetic disc, CD, read-only memory (Read-Only Memory, ROM) etc..
Embodiment described above only expresses several embodiments of the invention, and its description is more specific and detailed, but simultaneously
Therefore the limitation to the scope of the claims of the present invention can not be interpreted as.It should be pointed out that for one of ordinary skill in the art
For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to guarantor of the invention
Shield scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (11)
1. a kind of information processing method, it is characterised in that including：
The user data of first user is obtained, the user data of the first user is by account information to the user data for obtaining
Carry out screening what is obtained with liveness information；
Obtain the corresponding user data for downloading user of application program；
The user data of the download user is matched with the user data of the first user, is obtained under the match is successful
Carry user；
Obtain the ratio of the quantity quantity for downloading user corresponding with the application program of the download user that the match is successful；
If the ratio is less than first threshold, judge in the corresponding download of the application program comprising first kind download.
2. information processing method according to claim 1, it is characterised in that the described pair of user data of acquisition is believed by account
Breath and liveness information carry out screening to be included：
The user data in prefixed time interval is obtained, the user data includes account information and liveness information；
Detect whether the account information includes account identity ID and International Mobile Station Equipment Identification IMEI number；And detection is described
Whether the quantity for starting application program in liveness information reaches Second Threshold；
If the account information includes that the quantity of startup application program in account ID and IMEI number and the liveness information reaches
Second Threshold, then obtain user data of the user data as first user.
3. information processing method according to claim 1, it is characterised in that methods described also includes：
Periodically obtain the user data for by account information and liveness information screen and obtaining；
The set for being stored as screening the user data for obtaining is replaced in the set of the user data of the first user that will have been stored.
4. information processing method according to claim 1, it is characterised in that methods described also includes：
Obtain the account ID and IMEI number of active user；
If the account ID for detecting active user is identical with the account ID of first user, or the IMEI number and first of active user is used
The IMEI number at family is identical；
Detect that whether corresponding the account ID and IMEI number of active user be with the account ID and IMEI number of corresponding first user identical；
If differing, the user data of the corresponding first user of the active user is deleted from the user data of first user.
5. information processing method according to claim 1, it is characterised in that the corresponding download of the acquisition application program is used
Before the user data at family, methods described also includes：
Obtain the corresponding download of the application program；
If the corresponding download of the application program is higher than the 3rd threshold value, obtain that the application program is corresponding to download user's
User data.
6. a kind of information processor, it is characterised in that including：
Acquisition module, the corresponding user data for downloading user of user data and application program for obtaining first user, institute
The user data for stating first user is that the user data for obtaining is carried out screening what is obtained by account information and liveness information；
Matching module, for the user data of the download user to be matched with the user data of the first user, obtains
To the download user that the match is successful；
The acquisition module be additionally operable to obtain the quantity of the download user that the match is successful it is corresponding with the application program under
Carry the ratio of the quantity of user；
Determination module, if being less than first threshold for the ratio, judges to be included in the corresponding download of the application program
First kind download.
7. information processor according to claim 6, it is characterised in that described device also includes：
The acquisition module be additionally operable to obtain prefixed time interval in user data, the user data include account information and
Liveness information；
First detection module, for detecting whether the account information includes account ID and IMEI number；And detect the liveness
Whether the quantity for starting application program in information reaches Second Threshold；
If the acquisition module is additionally operable to the account information including starting in account ID and IMEI number and the liveness information
The quantity of application program reaches Second Threshold, then obtain user data of the user data as first user.
8. information processor according to claim 6, it is characterised in that described device also includes：
The acquisition module is additionally operable to periodically obtain the user data for by account information and liveness information screen and obtaining；
Memory module is replaced, the set replacement for the user data of the first user that will have been stored is stored as screening the use for obtaining
The set of user data.
9. information processor according to claim 6, it is characterised in that described device also includes：
The acquisition module is additionally operable to obtain the account ID and IMEI number of active user；
Second detection module, if it is identical with the account ID of first user for detecting the account ID of active user, or current use
The IMEI number at family is identical with the IMEI number of first user；Then the account ID and IMEI number of detection active user are used with corresponding first
It is identical whether the account ID and IMEI number at family correspond to；
Removing module, if for differing, the active user corresponding first being deleted from the user data of first user and being used
The user data at family.
10. information processor according to claim 6, it is characterised in that the acquisition module is additionally operable to obtain should
Before with the corresponding user data for downloading user of program, the corresponding download of the application program is obtained；If the application journey
The corresponding download of sequence is higher than the 3rd threshold value, then obtain the corresponding user data for downloading user of the application program.
A kind of 11. computer equipments, including memory, processor and the meter that store on a memory and can run on a processor
Calculation machine program, it is characterised in that realize following steps during the computing device described program：
The user data of first user is obtained, the user data of the first user is by account information to the user data for obtaining
Carry out screening what is obtained with liveness information；
Obtain the corresponding user data for downloading user of application program；
The user data of the download user is matched with the user data of the first user, is obtained under the match is successful
Carry user；
Obtain the ratio of the quantity quantity for downloading user corresponding with the application program of the download user that the match is successful；
If the ratio is less than first threshold, judge in the corresponding download of the application program comprising first kind download.
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| CN201710049496.5A CN106844655A (en) | 2017-01-23 | 2017-01-23 | Information processing method, device and computer equipment |
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Application publication date: 20170613 |