CN105607986A - Acquisition method and device of user behavior log data - Google Patents
Acquisition method and device of user behavior log data Download PDFInfo
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- CN105607986A CN105607986A CN201510954843.XA CN201510954843A CN105607986A CN 105607986 A CN105607986 A CN 105607986A CN 201510954843 A CN201510954843 A CN 201510954843A CN 105607986 A CN105607986 A CN 105607986A
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- application interface
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3438—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment monitoring of user actions
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Abstract
The embodiment of the invention discloses an acquisition method and device of user behavior log data. The method comprises the following steps: after a monitoring result shows that an application interface function of an operating system is called, determining a hook function corresponding to the application interface function, wherein the application interface function is called when the application program accesses data which can be accessed by the operating system; and calling the hook function through the application interface function to acquire user behavior log data generated in a process that the application program calls the application interface function. The scheme guarantees the integrity of the user behavior log data so as to guarantee accuracy for analyzing the user behavior log data.
Description
Technical field
The present invention relates to field of computer technology, relate in particular to a kind of User action log collecting method and device.
Background technology
Operating system, between bottom hardware and user, is the bridge that both link up. User can be by the use of operating systemInterface, family, input command; Operating system operates data for this order, realizes user's request. In operating system, go backCan set up applications, meet user's various demands. In order to ensure information security, sometimes need monitoring and analyze and useFamily is to behaviors such as data conduct interviews, such as, when certain user by which kind of application program to which kind of data carried out access,Whether copy etc., for user behavior is monitored and analyzed, just need to gather User action log data.
Existing User action log collecting method, depends on the journal function collection user of application program or file systemUser behaviors log data.
In said method, first, some application program or file system do not have journal function, thereby cannot gather user's rowFor daily record data; Secondly,, even if application program or file system possess journal function, due to the restriction of operating system, only canThe User action log data of acquisition applications program aspect, whole User action log data that cannot the whole operation of complete collection.Therefore, said method cannot guarantee to gather the integrality of User action log data, and then impact is to User action log dataThe accuracy of analyzing.
Summary of the invention
The embodiment of the present invention provides a kind of User action log collecting method and device, exists in order to solve in prior artThe integrality that cannot guarantee to gather User action log data, and then the standard of impact to User action log data analysisThe really problem of property.
According to the embodiment of the present invention, a kind of User action log collecting method is provided, comprising:
Monitor the application interface function of described operating system called after, determine the hook corresponding with described application interface functionFunction, described application interface function is that data that application program can be accessed described operating system are called while conducting interviews;
Gather application interface function described in described application call by Hook Function described in described application interface function callThe User action log data that produce in process.
Concrete, determine the Hook Function corresponding with described application interface function, specifically comprise:
Obtain pre-configured application interface function and the corresponding relation of Hook Function;
From described corresponding relation, search the list item that comprises described application interface function;
Comprise the list item of described application interface function if find, from the list item finding, obtain described application interface function pairThe Hook Function of answering.
Concrete, described User action log data at least comprise ID, application program identification, executable operations, accessData and application interface function.
Optionally, also comprise:
The User action log data of collection are kept in daily record storehouse.
Optionally, also comprise:
Obtain the User action log data in described daily record storehouse;
According to setting rule to the User action log data analysis obtaining.
According to the embodiment of the present invention, a kind of User action log data acquisition unit is provided, comprising:
Determining unit, for monitor the application interface function of described operating system called after, determine and described application interfaceThe Hook Function that function is corresponding, described application interface function is that the data that application program can be accessed described operating system are carried outWhen access, call;
Collecting unit, for gathering by Hook Function described in described application interface function call described in described application callThe User action log data that produce in the process of application interface function.
Concrete, described determining unit, specifically for:
Obtain pre-configured application interface function and the corresponding relation of Hook Function;
From described corresponding relation, search the list item that comprises described application interface function;
Comprise the list item of described application interface function if find, from the list item finding, obtain described application interface function pairThe Hook Function of answering.
Optionally, also comprise storage unit, for:
The User action log data of collection are kept in daily record storehouse.
Optionally, also comprise analytic unit, for:
Obtain the User action log data in described daily record storehouse;
According to setting rule to the User action log data analysis obtaining.
Beneficial effect of the present invention is as follows:
The embodiment of the present invention provides a kind of User action log collecting method and device, monitors answering of described operating systemAfter called with interface function, determine the Hook Function corresponding with described application interface function, described application interface function is shouldWhile conducting interviews by the data that program can be accessed described operating system, call; By described application interface function call instituteState Hook Function and gather the User action log data that produce in the process of application interface function described in described application call.In this scheme, because user is to realize by the application interface function of application call operating system to the access of data,Therefore, can set up the corresponding relation of application interface function and Hook Function, then the application interface function of monitor operating systemWhether called, once it is called to monitor application interface function, just can pass through hook corresponding to this application interface function callSubfunction gathers User action log data, thereby guarantees to gather the integrality of User action log data, and then guarantees usingThe accuracy of family user behaviors log data analysis.
Brief description of the drawings
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing skillIn art description, the accompanying drawing of required use is briefly described, apparently, and for those of ordinary skills,Do not paying under the prerequisite of creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is the schematic diagram of a kind of application scenarios of the embodiment of the present invention;
Fig. 2 is the schematic flow sheet of a kind of User action log collecting method of the embodiment of the present invention;
Fig. 3 is the structural representation of a kind of User action log data acquisition unit in the embodiment of the present invention.
Detailed description of the invention
For the integrality that cannot guarantee to gather User action log data existing in prior art, and then impact is to user's rowThe problem of the accuracy of analyzing for daily record data, the embodiment of the present invention provides a kind of User action log collecting method,The method is applied in the operating system of application scenarios as shown in Figure 1, as shown in Figure 1, if user will visit dataAsk, need to realize by the application interface function of application call operating system, therefore can adopt by operating systemThe User action log data that produce in the process that collection user conducts interviews to data. This User action log collecting methodFlow process as shown in Figure 2, performs step as follows:
S21: monitor the application interface function of operating system called after, determine the Hook Function corresponding with application interface function,Application interface function is that data that application program can be accessed operating system are called while conducting interviews;
In the time that user wants data that accessing operation system can access, need to realize by application program, for example, work as userOpen certain Word document, need to start Word application program, then answering by Word application call operating systemRealize with interface function. Therefore, can whether be called to determine whether by the application interface function of monitor operating systemGather User action log data.
Owing to conventionally having multiple application interface functions in operating system, therefore can set in advance and each application interface functionCorresponding Hook Function, once it is called to monitor the application interface function of operating system, just can determine invoked applicationThe Hook Function that interface function is corresponding.
S22: produce in the process by application interface function call Hook Function acquisition applications routine call application interface functionUser action log data.
The application interface function of application call operating system carries out can producing User action log number in the process of data accessAccording to, the User action log data that can produce by this Hook Function collection. Wherein, User action log data are at least wrappedData and the application interface function of drawing together ID, application program identification, executable operations, access, can also comprise internal memory shapeActive state of state, central processing unit (CentralProcessingUnit, CPU) etc.
In this scheme, because user is to realize by the application interface function of application call operating system to the access of data, therefore, can set up the corresponding relation of application interface function and Hook Function, then the application interface of monitor operating systemWhether function is called, once it is called to monitor application interface function, just can pass through this application interface function call correspondenceHook Function gather User action log data, thereby guarantee to gather the integrality of User action log data, and then guaranteeTo the accuracy of User action log data analysis.
Concrete, the definite Hook Function corresponding with application interface function in above-mentioned S21, specifically comprises:
Obtain pre-configured application interface function and the corresponding relation of Hook Function;
From corresponding relation, search the list item that comprises application interface function;
Comprise the list item of application interface function if find, from the list item finding, obtain the hook that application interface function is correspondingFunction.
Owing to conventionally there being multiple application interface functions in operating system, in order to determine fast invoked application interface function correspondenceHook Function, can pre-configured application interface function and the corresponding relation of Hook Function, this corresponding relation comprises multipleList item, what in each list item, preserve is mutually corresponding application interface function and Hook Function.
Based on this, monitor application interface function in operating system called after, can from this corresponding relation, search bagDraw together the list item of this application interface function, if find list item, the Hook Function that the list item finding so comprises is adjusted exactlyWith Hook Function corresponding to application interface function.
Optionally, above-mentioned User action log collecting method also comprises:
The User action log data of collection are kept in daily record storehouse.
To User action log data analysis, daily record storehouse can also be set for the ease of follow-up, by the user's row collectingFor daily record data is kept in daily record storehouse.
Optionally, above-mentioned User action log collecting method also comprises:
Obtain the User action log data in daily record storehouse;
According to setting rule to the User action log data analysis obtaining.
Due to the User action log data of having preserved operating system in daily record storehouse and gathering, can from daily record storehouse, obtain one orMultiple users' User action log data, then based on setting rule to the User action log data analysis obtaining,For example can judge whether certain user carries out violation operation, whether effectively use application program etc.
Based on same inventive concept, the embodiment of the present invention provides a kind of User action log data acquisition unit, and this device canBe applied in operating system, structure as shown in Figure 3, comprising:
Determining unit 31, for monitor the application interface function of described operating system called after, determine with described application and connectHook Function corresponding to mouth function, described application interface function is that the data that application program can be accessed described operating system are enteredWhen row access, call;
Collecting unit 32, for gathering described application call institute by Hook Function described in described application interface function callState the User action log data that produce in the process of application interface function.
In this scheme, because user is to realize by the application interface function of application call operating system to the access of data, therefore, can set up the corresponding relation of application interface function and Hook Function, then the application interface of monitor operating systemWhether function is called, once it is called to monitor application interface function, just can pass through this application interface function call correspondenceHook Function gather User action log data, thereby guarantee to gather the integrality of User action log data, and then guaranteeTo the accuracy of User action log data analysis.
Concrete, above-mentioned determining unit 31, specifically for:
Obtain pre-configured application interface function and the corresponding relation of Hook Function;
From described corresponding relation, search the list item that comprises described application interface function;
Comprise the list item of described application interface function if find, from the list item finding, obtain described application interface function pairThe Hook Function of answering.
Optionally, above-mentioned User action log data acquisition unit also comprises storage unit, for:
The User action log data of collection are kept in daily record storehouse.
Optionally, above-mentioned User action log data acquisition unit also comprises analytic unit, for:
Obtain the User action log data in described daily record storehouse;
According to setting rule to the User action log data analysis obtaining.
The present invention be with reference to according to the flow chart of the method for the embodiment of the present invention, equipment (system) and computer program and/ or block diagram describe. Should understand can be by each flow process in computer program instructions realization flow figure and/or block diagramAnd/or flow process in square frame and flow chart and/or block diagram and/or the combination of square frame. These computer journeys can be providedOrder instruction to the processor of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing device withProduce a machine, the instruction that the processor by computer or other programmable data processing device is carried out produce forRealize the dress of the function of specifying in flow process of flow chart or multiple flow process and/or square frame of block diagram or multiple square framePut.
These computer program instructions also can be stored in can vectoring computer or other programmable data processing device with ad hoc fashionIn the computer-readable memory of work, the instruction generation that makes to be stored in this computer-readable memory comprises command deviceManufacture, this command device is realized flow process of flow chart or multiple flow process and/or square frame of block diagram or multiple sideThe function of specifying in frame.
These computer program instructions also can be loaded in computer or other programmable data processing device, make at computerOr carry out sequence of operations step on other programmable devices to produce computer implemented processing, thereby at computer or otherThe instruction of carrying out on programmable device is provided for realizing in flow process of flow chart or multiple flow process and/or side of block diagramThe step of the function of specifying in frame or multiple square frame.
Although described optional embodiment of the present invention, once those skilled in the art obtain the basic creativeness of cicada generallyRead, can make other change and amendment to these embodiment. So it is optional that claims are intended to be interpreted as comprisingEmbodiment and fall into all changes and the amendment of the scope of the invention.
Obviously, those skilled in the art can carry out various changes and modification and not depart from the present invention real to the embodiment of the present inventionExecute routine spirit and scope. Like this, if the embodiment of the present invention these amendment and modification belong to the claims in the present invention andWithin the scope of equivalent technologies, the present invention be also intended to comprise these change and modification interior.
Claims (9)
1. a User action log collecting method, is applied in operating system, it is characterized in that, comprising:
Monitor the application interface function of described operating system called after, determine the hook corresponding with described application interface functionFunction, described application interface function is that data that application program can be accessed described operating system are called while conducting interviews;
Gather application interface function described in described application call by Hook Function described in described application interface function callThe User action log data that produce in process.
2. the method for claim 1, is characterized in that, determines the Hook Function corresponding with described application interface function,Specifically comprise:
Obtain pre-configured application interface function and the corresponding relation of Hook Function;
From described corresponding relation, search the list item that comprises described application interface function;
Comprise the list item of described application interface function if find, from the list item finding, obtain described application interface function pairThe Hook Function of answering.
3. the method for claim 1, is characterized in that, described User action log data at least comprise ID,The data of application program identification, executable operations, access and application interface function.
4. the method as described in as arbitrary in claim 1-3, is characterized in that, also comprises:
The User action log data of collection are kept in daily record storehouse.
5. method as claimed in claim 4, is characterized in that, also comprises:
Obtain the User action log data in described daily record storehouse;
According to setting rule to the User action log data analysis obtaining.
6. a User action log data acquisition unit, is characterized in that, comprising:
Determining unit, for monitor the application interface function of described operating system called after, determine and described application interfaceThe Hook Function that function is corresponding, described application interface function is that the data that application program can be accessed described operating system are carried outWhen access, call;
Collecting unit, for gathering by Hook Function described in described application interface function call described in described application callThe User action log data that produce in the process of application interface function.
7. device as claimed in claim 6, is characterized in that, described determining unit, specifically for:
Obtain pre-configured application interface function and the corresponding relation of Hook Function;
From described corresponding relation, search the list item that comprises described application interface function;
Comprise the list item of described application interface function if find, from the list item finding, obtain described application interface function pairThe Hook Function of answering.
8. the device as described in as arbitrary in claim 6-7, is characterized in that, also comprises storage unit, for:
The User action log data of collection are kept in daily record storehouse.
9. device as claimed in claim 8, is characterized in that, also comprises analytic unit, for:
Obtain the User action log data in described daily record storehouse;
According to setting rule to the User action log data analysis obtaining.
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| CN201510954843.XA CN105607986A (en) | 2015-01-06 | 2015-12-17 | Acquisition method and device of user behavior log data |
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Cited By (13)
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| CN106055453A (en) * | 2016-06-01 | 2016-10-26 | 北京百度网讯科技有限公司 | Equipment monitoring method and device |
| CN106557694A (en) * | 2016-11-24 | 2017-04-05 | 北京瑞星信息技术股份有限公司 | Linux file operations monitoring method and device |
| CN106657022A (en) * | 2016-11-24 | 2017-05-10 | 北京瑞星信息技术股份有限公司 | Linux network access control method and device |
| CN106844182A (en) * | 2017-02-07 | 2017-06-13 | 网易（杭州）网络有限公司 | Method, system and mobile terminal for recording user behavior |
| CN107493299A (en) * | 2017-09-20 | 2017-12-19 | 杭州安恒信息技术有限公司 | A kind of user behavior source tracing method based on three-tier architecture |
| CN107894945A (en) * | 2017-11-17 | 2018-04-10 | 深圳市泉眼网络科技有限公司 | Bury an adding method, mobile terminal and computer-readable recording medium |
| CN108173889A (en) * | 2016-12-07 | 2018-06-15 | 北大方正集团有限公司 | User data processing method and user data processing unit |
| CN108235308A (en) * | 2017-12-27 | 2018-06-29 | 广东欧珀移动通信有限公司 | data reporting method, device, mobile terminal and computer-readable medium |
| CN108228165A (en) * | 2018-01-05 | 2018-06-29 | 武汉斗鱼网络科技有限公司 | The method and electronic equipment of recalls information between a kind of logging program interface |
| CN108536507A (en) * | 2018-03-22 | 2018-09-14 | 上海艺赛旗软件股份有限公司 | A kind of figure applicating text recognition methods and system |
| CN109684184A (en) * | 2018-12-26 | 2019-04-26 | 百度在线网络技术（北京）有限公司 | A kind of reproducing method of application operating, device and electronic equipment |
| CN110390200A (en) * | 2018-04-19 | 2019-10-29 | 卡巴斯基实验室股份制公司 | System and method for the loophole by intercepting function call recognition application |
| CN111797067A (en) * | 2020-09-10 | 2020-10-20 | 北京志翔科技股份有限公司 | Method and device for acquiring file path for file read-write operation |
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| CN106055453A (en) * | 2016-06-01 | 2016-10-26 | 北京百度网讯科技有限公司 | Equipment monitoring method and device |
| CN106657022B (en) * | 2016-11-24 | 2019-08-30 | 北京瑞星网安技术股份有限公司 | Linux method for network access control and device |
| CN106557694A (en) * | 2016-11-24 | 2017-04-05 | 北京瑞星信息技术股份有限公司 | Linux file operations monitoring method and device |
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| CN106844182A (en) * | 2017-02-07 | 2017-06-13 | 网易（杭州）网络有限公司 | Method, system and mobile terminal for recording user behavior |
| CN106844182B (en) * | 2017-02-07 | 2021-07-09 | 网易（杭州）网络有限公司 | Method, system and mobile terminal for recording user behavior |
| CN107493299A (en) * | 2017-09-20 | 2017-12-19 | 杭州安恒信息技术有限公司 | A kind of user behavior source tracing method based on three-tier architecture |
| CN107894945A (en) * | 2017-11-17 | 2018-04-10 | 深圳市泉眼网络科技有限公司 | Bury an adding method, mobile terminal and computer-readable recording medium |
| CN108235308A (en) * | 2017-12-27 | 2018-06-29 | 广东欧珀移动通信有限公司 | data reporting method, device, mobile terminal and computer-readable medium |
| CN108235308B (en) * | 2017-12-27 | 2021-06-15 | Oppo广东移动通信有限公司 | Data reporting method and device, mobile terminal and computer readable medium |
| CN108228165A (en) * | 2018-01-05 | 2018-06-29 | 武汉斗鱼网络科技有限公司 | The method and electronic equipment of recalls information between a kind of logging program interface |
| CN108228165B (en) * | 2018-01-05 | 2021-02-02 | 武汉斗鱼网络科技有限公司 | Method for recording calling information between program interfaces and electronic equipment |
| CN108536507A (en) * | 2018-03-22 | 2018-09-14 | 上海艺赛旗软件股份有限公司 | A kind of figure applicating text recognition methods and system |
| CN110390200A (en) * | 2018-04-19 | 2019-10-29 | 卡巴斯基实验室股份制公司 | System and method for the loophole by intercepting function call recognition application |
| CN110390200B (en) * | 2018-04-19 | 2023-08-11 | 卡巴斯基实验室股份制公司 | System and method for identifying vulnerabilities of an application by intercepting function calls |
| CN109684184A (en) * | 2018-12-26 | 2019-04-26 | 百度在线网络技术（北京）有限公司 | A kind of reproducing method of application operating, device and electronic equipment |
| CN111797067A (en) * | 2020-09-10 | 2020-10-20 | 北京志翔科技股份有限公司 | Method and device for acquiring file path for file read-write operation |
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