CN109213652A - User behavior data acquisition method and device - Google Patents
User behavior data acquisition method and device Download PDFInfo
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- CN109213652A CN109213652A CN201710527314.0A CN201710527314A CN109213652A CN 109213652 A CN109213652 A CN 109213652A CN 201710527314 A CN201710527314 A CN 201710527314A CN 109213652 A CN109213652 A CN 109213652A
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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
- G06F11/3051—Monitoring arrangements for monitoring the configuration of the computing system or of the computing system component, e.g. monitoring the presence of processing resources, peripherals, I/O links, software programs
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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
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
- G06F3/0488—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
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Abstract
The present invention provides a kind of user behavior data acquisition method and device, this method comprises: the thread of starting application program, thread includes first thread and the second thread, first thread is used to acquire the user behavior data of the control for application program, second thread is used for the function of executing application, and first thread and the second thread are mutually indepedent；By first thread, acquisition is directed to the user behavior data of control.User behavior data acquisition method and device provided by the invention, by being used to acquire the code of user behavior data, being decoupled with the code of, executing application function, so that developer is when being arranged the code for acquiring user behavior data, do not need again according to bury semantic understanding, to the cognition of code logic, avoid because to bury a semantic understanding mistake, to code logic cognitive presence deviation the problems such as, lead to bury a mistake and/or bury the problem of omitting, the accuracy of the user behavior data of application program acquisition can be improved.
Description
Technical field
The present invention relates to data processing technique more particularly to a kind of user behavior data acquisition methods and device.
Background technique
As types of applications program is in the universal of terminal, the life of user also becomes more and more convenient, and user can pass through
These application programs of installation at the terminal enjoy these application program brings convenience and convenience whenever and wherever possible, these are answered
It for example can be application program of calling a taxi, payment application, chat application, multimedia application, movement with program eventually
Hold mailbox etc..
Currently, application program provider by the analysis to user behavior data, can excavate user use preference,
The information such as behavioural habits, similar users group provide reference frame for the optimization and development of application program.Therefore, user behavior
The acquisition of data becomes the emphasis of application program provider concern.In the prior art, the developer of application program is by answering
With the mode buried manually in program code a little, it is implanted into statistics codes in the application.In this way, user is using application program
When, the statistics codes of application program can recorde each behavior of user using application program when, realize user behavior number
According to acquisition.
However, when above-mentioned developer buries manually in application code, easily there is burying a mistake and/or bury and lose
The case where leakage, leads to not accurately acquire user behavior data by application program.
Summary of the invention
The present invention provides a kind of user behavior data acquisition method and device, to solve in the prior art because of developer
When being buried manually in application code, easily there is burying a mistake and/or bury the case where omitting, so that passing through application program
The lower problem of the accuracy rate of user behavior data collected.
First aspect present invention provides a kind of user behavior data acquisition method, this method comprises:
Start the thread of application program, the thread includes first thread and the second thread, and the first thread is for adopting
Collection is for the user behavior data of the control of the application program, and second thread is for executing the function of the application program
Can, the first thread and second thread are mutually indepedent；
By the first thread, acquisition is directed to the user behavior data of the control.
In a kind of possible embodiment, the user behavior data includes: the page letter of the page where the control
Breath；
The page info includes at least one of following: the previous page of the control information of the page, the page
Control information.
In alternatively possible embodiment, the method also includes:
By the first thread, the user behavior data is stored.
In alternatively possible embodiment, the method also includes:
By the first thread, the user behavior data is sent to server.
In alternatively possible embodiment, user behavior number of the acquisition for the control of the application program
According to, comprising:
Capture the operating gesture that user is directed to the application program；
According to the type of the operating gesture, determine whether the operating gesture is the gesture for operating the control；
When the operating gesture is to operate the gesture of the control, user of the acquisition for the control of the application program
Behavioral data.
In alternatively possible embodiment, the type of the operating gesture includes any one of following:
Click, long-pressing, sliding.
In alternatively possible embodiment, the user behavior data further includes the mark of the control；
The mark of the control include: the title of class belonging to the control, the title of the class of the page where the control,
Position of the control in the page.
In alternatively possible embodiment, the method also includes:
By the first thread, the screenshot of the page where the control is intercepted；
It is generated by the first thread in the mark of control control described in the position mark in the screenshot
Screenshot after label, and establish the corresponding relationship of the mark of the screenshot and the control；
Screenshot from the label to server and the corresponding relationship by the first thread, after sending.
Second aspect of the present invention provides a kind of user behavior data acquisition device, which includes:
Processing module, for starting the thread of application program, the thread includes first thread and the second thread, and described
One thread is used to acquire the user behavior data of the control for the application program, and second thread is for executing described answer
With the function of program, the first thread and second thread are mutually indepedent；
Acquisition module, for by the first thread, acquisition to be directed to the user behavior data of the control.
In a kind of possible embodiment, the user behavior data includes: the page letter of the page where the control
Breath；
The page info includes at least one of following: the previous page of the control information of the page, the page
Control information.
In alternatively possible embodiment, described device further include:
Memory module, for storing the user behavior data by the first thread.
In alternatively possible embodiment, described device further include:
Sending module, for sending the user behavior data to server by the first thread.
In alternatively possible embodiment, the acquisition module is specifically used for capture user for described and applies journey
The operating gesture of sequence, and according to the type of the operating gesture, determine whether the operating gesture is the hand for operating the control
Gesture, when the operating gesture is to operate the gesture of the control, user behavior of the acquisition for the control of the application program
Data.
In alternatively possible embodiment, the type of the operating gesture includes any one of following:
Click, long-pressing, sliding.
In alternatively possible embodiment, the user behavior data further includes the mark of the control；
The mark of the control include: the title of class belonging to the control, the title of the class of the page where the control,
Position of the control in the page.
In alternatively possible embodiment, the acquisition module is also used to through the first thread, described in interception
The screenshot of the page where control；
The processing module is also used to through the first thread, in position mark of the control in the screenshot
The mark of the control, the screenshot after generating label, and establish the corresponding relationship of the mark of the screenshot and the control；
Described device further include:
Sending module, for the screenshot and the correspondence by the first thread, after sending the label to server
Relationship.
User behavior data acquisition method and device provided by the invention, by the generation that will be used to acquire user behavior data
Code can be decoupled with the code of, executing application function, so that developer is arranged in the application for acquiring user
When the code of behavioral data, do not need again according to burying semantic understanding yet, and, the cognition to code logic avoids
Because to bury a semantic understanding mistake, to code logic cognitive presence deviation the problems such as, lead to bury what mistake and/or bury was omitted
Problem.Therefore, the accuracy of application program user behavior data collected can be improved in method through this embodiment.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is the flow diagram of user behavior data acquisition method embodiment one provided by the invention；
Fig. 2 is the flow diagram of user behavior data acquisition method embodiment two provided by the invention；
Fig. 3 is the flow diagram of user behavior data acquisition method embodiment three provided by the invention；
Fig. 4 is the schematic diagram of Application Program Interface provided by the invention；
Fig. 5 is the structural schematic diagram of user behavior data acquisition device embodiment one provided by the invention；
Fig. 6 is the structural schematic diagram of user behavior data acquisition device embodiment two provided by the invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
In the prior art, the developer of application program can according to burying semantic understanding, and, to code logic
Cognition, buried manually in the code of application program a little, in the code of application program be implanted into for acquiring user behavior number
According to code.That is, code for acquiring user behavior data, with, for the code of executing application function be
It is coupled.In this way, can be acquired in real time in the function of executing application by the thread of operation application program
For the user behavior data of the control of application program.However, because to bury a semantic understanding mistake, to code logic cognitive presence
When the problems such as deviation, above-mentioned developer bury manually in the code of application program, easily there is burying a mistake and/or bury and lose
The case where leakage, leads to not accurately acquire user behavior data by application program.
User behavior data acquisition method and device provided by the invention, it is intended to solve in the prior art because developer exists
When being buried manually in application code, easily there is burying a mistake and/or bury the case where omitting, so that passing through application program institute
The lower problem of the accuracy rate of the user behavior data of acquisition.
Technical solution of the present invention is described in detail with specifically embodiment below.These specific implementations below
Example can be combined with each other, and the same or similar concept or process may be repeated no more in some embodiments.
Fig. 1 is the flow diagram of user behavior data acquisition method embodiment one provided by the invention.The present embodiment
Executing subject can be user behavior data acquisition device, can also be to be integrated with the terminal of user behavior data acquisition device to set
It is standby, it is following to be carried out so that executing subject is the terminal device (abbreviation terminal device) for being integrated with user behavior data acquisition device as an example
Explanation.What is involved is terminal devices for the present embodiment by the first thread of application program, acquires the specific mistake of user behavior data
Journey.As shown in Figure 1, this method may include:
S101, the thread for starting application program.Wherein, thread includes first thread and the second thread, and first thread is used for
User behavior data of the acquisition for the control of application program, function of second thread for executing application, first thread
It is mutually indepedent with the second thread.
Specifically, in the present embodiment, by the way that the generation for acquiring user behavior data is separately provided in the application
Code, and executes these codes by independent thread so that code for acquiring user behavior data, with, execute application
The code of program function can decouple.That is, the code for acquiring user behavior data, the generation with, executing application function
Code be it is identical independent, can be executed by different threads.In this way, developer is being arranged for acquiring user behavior number
According to code when, do not need again according to burying semantic understanding yet, and, the cognition to code logic.It can thus be avoided
Because to bury a semantic understanding mistake, to code logic cognitive presence deviation the problems such as, lead to bury what mistake and/or bury was omitted
Problem.
Therefore, when terminal device receives the enabled instruction for being used to start application program of user's input, terminal device
The first thread and the second thread of application program can be started simultaneously.Wherein, the present embodiment does not limit above-mentioned user and inputs starting
The mode of instruction, for example, user can be by clicking application program image target mode, to end in the user interface of terminal device
End equipment inputs above-mentioned enabled instruction.User can also be by for example " opening so-and-so to answer to the input of the voice assistant of terminal device
With program " phonetic order mode, input above-mentioned enabled instruction to terminal device.User can also be corresponding by terminal device
Peripheral hardware (such as: mouse, keyboard etc.), application program image target mode is chosen in the user interface of terminal device, to terminal
Equipment inputs above-mentioned enabled instruction.
S102, pass through first thread, user behavior data of the acquisition for the control of application program.
Specifically, above-mentioned terminal device is after the first thread of starting application program and the second thread, terminal device can
With by first thread, during user uses application program, real time monitoring user uses the behavior of application program, in turn
When user clicks the control of application program, acquisition is directed to the user behavior data of the control.Wherein, control mentioned here can
Think the control where button.User behavior data mentioned here for example may include: the time of the user's operation control, tire out
Metering number etc..
Correspondingly, terminal device can be provided by the second thread during user uses application program for user
Application program service is in the various functions of user.Function mentioned here can specifically be determined according to application program.With what is called a taxi
For application program, above-mentioned described function for example can be function, the payment function etc. for sending order of calling a taxi.
User behavior data acquisition method provided by the invention, by will be used to acquire user behavior data code, with,
The code of executing application function can decouple, so that developer is arranged in the application for acquiring user behavior number
According to code when, do not need again according to burying semantic understanding yet, and, the cognition to code logic is avoided because to burying
Point semantic understanding mistake, to code logic cognitive presence deviation the problems such as, lead to bury a mistake and/or bury the problem of omitting.
Therefore, the accuracy of application program user behavior data collected can be improved in method through this embodiment.
Fig. 2 is the flow diagram of user behavior data acquisition method embodiment two provided by the invention.The present embodiment relates to
And be terminal device by first thread, how to acquire the detailed process of user behavior data.As shown in Fig. 2, above-mentioned S102
May include:
S201, capture user are directed to the operating gesture of application program.
Wherein, terminal device passes through first thread, mode of the capture user for the operating gesture of application program, Ke Yican
See the prior art, this is repeated no more.
S202, the type according to operating gesture, determine operating gesture whether be operational controls gesture.
Specifically, on the terminal device, the corresponding operation of different types of manipulation gesture is different.Wherein, above-mentioned described
The type of operating gesture may include any one of following: click, long-pressing, sliding etc..Corresponding to each type of operating gesture
Operation can specifically be determined according to the configuration of terminal device.For example, generalling use the operating gesture for clicking type for button.
Duplication and stickup for text generally use long operating gesture by type.Message is deleted, sliding type is generallyd use
Operating gesture.
Therefore, above-mentioned terminal device is by first thread, capture user in real time for application program operating gesture it
Afterwards, the screen of terminal device can be touched according to the track and the operating gesture that the operating gesture is formed on the screen of terminal device
The duration etc. of curtain, determines the type of the operating gesture, and then can determine that the operating gesture is according to the type of the operating gesture
The no gesture for operational controls.
S203, operating gesture be operational controls gesture when, acquisition for application program control user behavior number
According to.
Specifically, above-mentioned terminal device determines that captured operating gesture is the hand of operational controls by first thread
When gesture, the user behavior data of the control of operating gesture position can be acquired by first thread, realizes user behavior
The acquisition of data.
For clicking the operating gesture of type as the gesture of operational controls, above-mentioned terminal device by first thread,
When capturing the operating gesture for clicking type, it can determine that the operating gesture is the gesture of operational controls.In this way, terminal device can
To acquire the user behavior data of the control of the operating gesture position by first thread.
Since the corresponding operation of different types of manipulation gesture is different, by the user's operation hand captured in real time
The identification of the type of gesture, can accurately know whether user currently operates the control of application program, and then apply in operation
When program control, the user behavior data of the control is acquired.In this way, it can be ensured that the standard of user behavior data acquisition
True property.
User behavior data acquisition method provided by the invention, terminal device, can be by right when running first thread
The identification of the type of the user's operation gesture captured in real time, accurately knows whether user currently operates the control of application program
Part, and then only in user's operation application program control, acquire the user behavior data of the control, it is ensured that user behavior data
The accuracy of acquisition.
Optionally, in some embodiments, for above-mentioned terminal device by first thread, acquisition user is directed to a certain control
User behavior data when, control mark can be generated for the control, and carry in user behavior data.I.e. above-mentioned use
Family behavioral data may include: the mark of the control of user's current operation.Wherein, the mark of above-mentioned control may include: the control
Position of the title, the control of the class of the page in the page where the title of class belonging to part, the control.It is with list control
Example, position of the control in the page for example can be which column of which row)
When specific implementation, above-mentioned terminal device by first thread, can obtain the title of class belonging to the control, the control
Position of the title, the control of the class of the page where part in the page, so can by the title of class belonging to the control, should
The title of the class of the page, the control input in preset mark format in the position in the page where control, generate control
Mark.Wherein, the present embodiment is to above-mentioned preset format without limiting.For example, above-mentioned preset mark format can be with are as follows: should
Title+position of the control in the page of the class of the page where the title of class belonging to the control+control.
In this way, different terminal equipment can be made in the user behavior data of the same control of acquisition applications program
When, identical mark can be carried.In this way, after the user behavior data is uploaded to server.Data analyst
When analyzing the user behavior data of a certain control, all terminals can be obtained on the server and are set by the mark of the control
The standby user behavior data for the control uploaded, improves the user behavior data that data analyst obtains same control
Efficiency.
Further, on the basis of the above embodiments, above-mentioned user behavior data can also include: the page where control
Page info.The page mentioned here can be understood as a certain user interface of application program.
Specifically, due to the possible control having the same of the different pages, the control of application program is clicked in user
When, above-mentioned terminal device, can be with when by first thread, acquiring the above-mentioned described user behavior data for the control
The page info of the page where acquiring the space, and the page info is carried in user behavior data.Wherein, the above-mentioned page
Information may include at least one of following: control information, the control information of the previous page of the page of the page.Page mentioned here
The control information in face can be the title of all controls on the page.The control information of the previous page of the page mentioned here can
Think the title of all controls in the previous page of the page.
In this way, data analyst can be according to user behavior number after the user behavior data is uploaded to server
According to entrained page info, accurately determine the user behavior data it is corresponding be control under which page so that
Data analyst can accurately obtain the user behavior data of the control under each page, analyze for data analyst
User behavior provides accurate foundation.
As described in above-described embodiment, above-mentioned terminal device is in the user behavior data for acquiring a certain control by first thread
Later, user behavior data collected can be uploaded to server in real time, it can also be periodically by use collected
Family behavioral data is uploaded to server.When using periodic mode, user behavior data collected is uploaded to server
When, above-mentioned terminal device can also be deposited before user behavior data collected is uploaded to server by first thread
Store up user behavior data collected.
Wherein, the present embodiment does not limit the side that user behavior data collected is uploaded to server by above-mentioned terminal device
Formula.Optionally, in some embodiments, above-mentioned terminal device can send user behavior number to server by first thread
According to.
In this way, allow terminal device be directly realized by by first thread user behavior data acquisition,
Storage and transmission, so that data processing can be more convenient and coherent.
Fig. 3 is the flow diagram of user behavior data acquisition method embodiment three provided by the invention.Fig. 4 is the present invention
The schematic diagram of the Application Program Interface of offer.This example is to be equipped with calling a taxi in the touch screen terminal equipment of iOS operating system
For application program.It is assumed that user is in the user interface of terminal device by clicking the application program image target mode of calling a taxi,
Enabled instruction is had input to terminal device, and terminal device has been based on the line that the enabled instruction starts application program of calling a taxi
Journey (i.e. first thread and the second thread).Wherein, first thread is used to acquire user's row of the control for application program of calling a taxi
For data, the second thread is used to execute the function (such as function, the payment function etc. for sending order of calling a taxi) for application program of calling a taxi,
First thread and the second thread are mutually indepedent.Terminal device will be introduced below by first thread, and acquisition, is sent storage
The process of user behavior data.It should be noted that if following step is that terminal device passes through first thread without specified otherwise
Performed step.As shown in figure 3, this method may include:
S301, capture user are directed to the operating gesture of application program.
Specifically, terminal device can pass through first when user passes through the touch screen operation application program of terminal device
The operating gesture of thread capture user.
S302, the type according to operating gesture, determine operating gesture whether be operational controls gesture.If so, executing
S303 executes S301 if it is not, then returning.
Specifically, in the present embodiment, terminal device is the terminal device for being equipped with iOS operating system, therefore, at the end
Operation corresponding to each type of operating gesture for example can be in end equipment are as follows: for button, generallys use and clicks type
Operating gesture.Duplication and stickup for text generally use long operating gesture by type.Message is deleted, is usually adopted
With the operating gesture of sliding type.
Therefore, above-mentioned terminal device is by first thread, capture user in real time for application program operating gesture it
Afterwards, the screen of terminal device can be touched according to the track and the operating gesture that the operating gesture is formed on the screen of terminal device
The duration etc. of curtain determines whether the type of the operating gesture is the operating gesture for clicking type.If so, illustrating the operation for operation
The gesture of control can then execute subsequent step.If it is not, then illustrating the operation not is the gesture of operational controls, then can terminate
Process.
S303, acquisition are directed to the user behavior data of the control of application program.
Specifically, above-mentioned terminal device by first thread, determines that captured operating gesture is the gesture of operational controls
When, the user behavior data of the control of the operating gesture position by first thread, can be acquired.Wherein, user's row
Operating gesture when for data may include: the page info of the page, the user's operation control where the mark of control, control
Type, the text information of event for operating control triggering etc..
As shown in Figure 4, it is assumed that above-mentioned application program of calling a taxi is provided with the windward driving page, the taxi page, the special train page, fast
The vehicle page, generation drive the page, setting page etc..Wherein, the setting page can be jumped in other several pages.This example with
For page jump to the setting page is driven from generation in family, when the user clicks when control " account and the safety " of the setting page, eventually
After end equipment determines the gesture that the operating gesture is operational controls by above-mentioned first thread, where the operating gesture collected
The user behavior data of the control (i.e. account and safety) of position can be as follows:
{
" UILabel_0 ": " logging off ",
" UILabel_0#11 ": " setting ",
" UILabel_0#4 ": " order status will be broadcasted with voice after opening for you ",
" UILabel_0#6 ": " map will show real-time road after opening ",
" UITableViewLabel_0 ": " about application program ",
" UITableViewLabel_0#0 ": " articles of law ",
" UITableViewLabel_0#1 ": " giving application program favorable comment ",
" UITableViewLabel_0#10 ": " account and safety ",
" UITableViewLabel_0#2 ": " users' guidebook ",
" UITableViewLabel_0#3 ": " audio prompt ",
" UITableViewLabel_0#5 ": " real-time road ",
" UITableViewLabel_0#7 ": " safety travel ",
" UITableViewLabel_0#8 ": " emergency contact ",
" UITableViewLabel_0#9 ": " common address ",
" at ": 1,
“g_Bizld”:“car-mate”,
“g_Pageld”:“home”,
" g_Sceneld ": " in daily generation, drives ",
“pn”:“ONESettingViewCOntroller”,
“rn”:“ONESettingTableViewCell_ONESettingViewCOntroller_Cell_More_0_
0”,
“rpn”:“ONENavigationCOntroller”,
“rt”:“ONESettingTableViewCell”,
" text ": " account and safety "
}
Above-mentioned " UILabel_0 " to " UITableViewLabel_0#9 " and from " g_Bizld " to " g_Sceneld "
This two parts content is the page info of the page (i.e. the setting page) where control " account and safety ".Wherein, " UILabel_0 "
It is the control information that the page is set to " UITableViewLabel_0#9 ", " g_Bizld " to " g_Sceneld " is the setting page
Previous page (i.e. generation drive the page) control information.
The type of operating gesture when above-mentioned " at " is the user's operation control.
Above-mentioned " pn " is the title of the class of the page where " account and safety ".
Above-mentioned " rn " is the mark of control " account and safety ".It by first thread is control that the mark, which can be terminal device,
The mark that part " account and safety " generates.Wherein, ONESettingTableViewCell is the class of control " account and safety "
Title, ONESettingViewCOntroller are account and safety " where the page class title, Cell_More_0_0 is
Position of the control " account and safety " in the setting page, i.e. the 0th column of the 0th row.It should be noted that above-mentioned " rn " is only one
Kind signal, the present embodiment does not limit putting in order between each section in above-mentioned composition control mark, as long as in advance
The format of mark is set, so that any terminal equipment can be generated when acquisition is directed to the user behavior data of control
Identical mark.
Above-mentioned " rpn " is the title of the parent of the page where " account and safety ".
Above-mentioned " rt " is the title of the class of control " account and safety ".
Above-mentioned " text " is the text information for operating the event of control triggering.
It should be noted that the control as cited by this example is " account and safety ", operate control triggering
Event text information be control Chinese.If above-mentioned control is, for example, " share-car " control, above-mentioned " text " example
It such as may include: the origin of share-car, destination, share-car price, share-car distance, one or more in share-car route
, this is no longer limited.
Optionally, in some embodiments, above-mentioned user behavior data can also include；The user's operation control when
Between, the cumulative number of the user's operation control, the ID of user, the title of application program, the version number of application program, user is at this
The duration etc. that the page where control stops.
S304, the user behavior data is stored.
Specifically, the present embodiment is by periodically to for server report of user behavioral data, therefore, above-mentioned terminal is set
It is standby when acquiring the user behavior data of the control by first thread, if not reaching periodical report of user behavioral data also
Time point, then above-mentioned terminal device can be stored user behavior data collected by first thread.
S305, the user behavior data that storage is sent to server.
Specifically, above-mentioned terminal device can pass through when reaching the time point of periodical report of user behavioral data
The user behavior data stored is sent to server by one thread, so that data analyst can obtain on the server
User behavior data.In this way, data analyst can be excavated in server side by the analysis to user behavior data
The information such as the use preference of user, behavioural habits, similar users group, for application program optimization and development provide with reference to according to
According to.
Optionally, in some embodiments, above-mentioned terminal device can also be by first thread, where intercepting the control
The screenshot of the page, and the mark of the position mark control in control in screenshot, the screenshot after generating label.Then, terminal can
To establish the corresponding relationship of the mark of screenshot and control, and by first thread, screenshot after sending from label to server and right
It should be related to.In this way, developer is when server side analyzes the corresponding user behavior data of the control, it can also be according to control
Mark and above-mentioned corresponding relationship, take out the screenshot where the control from server, so that data analyst can
To analyze user behavior data in conjunction with actual application scenarios, the efficiency of user behavior data analysis and accurate is improved
Property.Wherein, the present embodiment does not limit the time of the screenshot of the page where above-mentioned terminal device screenshot control, for example, above-mentioned end
End equipment can be before the method for executing the present embodiment, and lower environment executes above-mentioned movement online.Above-mentioned terminal device can be with
While user behavior data of the acquisition for the control of application program, above-mentioned movement is executed, and carry in user behavior number
In, it is sent to server etc. together with user behavior data.
Example shown in Fig. 4 is corresponded to, then above-mentioned terminal can intercept control " account and safety " institute by first thread
In the screenshot of the page, and the mark of the position mark control " account and safety " in control " account and safety " in the screenshot,
Screenshot (screenshot as shown in Figure 4) after generating label.Then, terminal can by after the label screenshot and control " account with
The mark of safety " establishes corresponding relationship, and by after the label screenshot and corresponding relationship be sent to server.In this way, data point
Analysis personnel, can also will be upper from server in server side analysis component " account with safety " corresponding user behavior data
It states page screenshot shown in Fig. 4 to take out, so that data analyst can be in conjunction with actual application scenarios to user's row
It is analyzed for data, improves the efficiency and accuracy of user behavior data analysis.
After having executed S305, which terminates.
In the present embodiment, by the way that the code for acquiring user behavior data is separately provided in application program of calling a taxi,
And these codes are executed by independent thread so that code for acquiring user behavior data, with, executing application
The code of function can decouple.That is, code for acquiring user behavior data, with the code of, executing application function being
It is identical independent, it can be executed by different threads.In this way, developer is arranged in application program of calling a taxi for acquiring
When the code of user behavior data, do not need again according to burying semantic understanding yet, and, the cognition to code logic.Cause
This, can to avoid because to bury a semantic understanding mistake, to code logic cognitive presence deviation the problems such as, cause to bury a mistake and/
Or bury the problem of omitting.
User behavior data acquisition method provided by the invention, by will be used to acquire user behavior data code, with,
The code of executing application function can decouple, so that developer is arranged in the application for acquiring user behavior number
According to code when, do not need again according to burying semantic understanding yet, and, the cognition to code logic is avoided because to burying
Point semantic understanding mistake, to code logic cognitive presence deviation the problems such as, lead to bury a mistake and/or bury the problem of omitting.
Therefore, the accuracy of application program user behavior data collected can be improved in method through this embodiment.
It should be noted that user behavior data acquisition method provided by the present invention, can be adapted for being equipped with any
The terminal device of operating system, such as: iOS operating system, Android operation system etc..Correspondingly, user provided by the present invention
Behavioral data acquisition method can be adapted for the manual application program buried a little of any needs.
Those of ordinary skill in the art will appreciate that: realize that all or part of the steps of above method embodiment can pass through
The relevant hardware of program instruction is completed, and program above-mentioned can be stored in a computer readable storage medium, the program
When being executed, step including the steps of the foregoing method embodiments is executed；And storage medium above-mentioned includes: ROM, RAM, magnetic disk or light
The various media that can store program code such as disk.
Fig. 5 is the structural schematic diagram of user behavior data acquisition device embodiment one provided by the invention, as shown in figure 5,
The user behavior data device can be implemented in combination with some or all of of terminal device by software, hardware or both.
The user behavior data acquisition device may include: processing module 11 and acquisition module 12；Wherein,
Processing module 11, for starting the thread of application program, the thread includes first thread and the second thread, described
First thread is used to acquire the user behavior data of the control for the application program, and second thread is described for executing
The function of application program, the first thread and second thread are mutually indepedent；
Acquisition module 12, for by the first thread, acquisition to be directed to the user behavior data of the control.
Optionally, in some embodiments, above-mentioned acquisition module 12 is specifically used for capture user and is directed to the application program
Operating gesture determine whether the operating gesture is the gesture for operating the control and according to the type of the operating gesture,
When the operating gesture is to operate the gesture of the control, user behavior number of the acquisition for the control of the application program
According to.Illustratively, the type of aforesaid operations gesture may include any one of following: click, long-pressing, sliding.
Optionally, in some embodiments, above-mentioned user behavior data may include: the page of the page where the control
Information.Wherein, which may include at least one of following: control information, the previous page of the page of the page
Control information.
Optionally, in some embodiments, above-mentioned user behavior data can also include the mark of the control.Wherein,
The mark of the control may include: the title of the class of the page, the control where the title of class belonging to the control, the control
Position in the page.
Conversation message processing unit provided by the invention, can execute above method embodiment, realization principle and technology
Effect is similar, and details are not described herein.
Fig. 6 is the structural schematic diagram of user behavior data acquisition device embodiment two provided by the invention.As shown in fig. 6,
On the basis of the block diagram shown in above-mentioned Fig. 5, which can also include:
Memory module 13, for storing the user behavior data by the first thread.
With continued reference to Fig. 6, in some embodiments, above-mentioned apparatus can also include:
Sending module 14, for sending the user behavior data to server by the first thread.
Optionally, in some embodiments, above-mentioned acquisition module 12 is also used to through the first thread, described in interception
The screenshot of the page where control；Above-mentioned processing module 11 is also used to through the first thread, in the control at described section
The mark of control described in position mark in figure, the screenshot after generating label, and establish the mark of the screenshot Yu the control
Corresponding relationship；Then above-mentioned sending module 14, for the screenshot by the first thread, after sending the label to server
With the corresponding relationship.
Conversation message processing unit provided by the invention, can execute above method embodiment, realization principle and technology
Effect is similar, and details are not described herein.
Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations；To the greatest extent
Pipe present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: its according to
So be possible to modify the technical solutions described in the foregoing embodiments, or to some or all of the technical features into
Row equivalent replacement；And these are modified or replaceed, various embodiments of the present invention technology that it does not separate the essence of the corresponding technical solution
The range of scheme.
Claims (16)
1. a kind of user behavior data acquisition method, which is characterized in that the described method includes:
Start the thread of application program, the thread includes first thread and the second thread, and the first thread is for acquiring needle
To the user behavior data of the control of the application program, second thread is used to execute the function of the application program, institute
It states first thread and second thread is mutually indepedent；
By the first thread, acquisition is directed to the user behavior data of the control.
2. the method according to claim 1, wherein the user behavior data includes: page where the control
The page info in face；
The page info includes at least one of following: the control of the control information of the page, the previous page of the page
Information.
3. according to the method described in claim 2, it is characterized in that, the method also includes:
By the first thread, the user behavior data is stored.
4. according to the method in claim 2 or 3, which is characterized in that the method also includes:
By the first thread, the user behavior data is sent to server.
5. the method according to claim 1, wherein user of the acquisition for the control of the application program
Behavioral data, comprising:
Capture the operating gesture that user is directed to the application program；
According to the type of the operating gesture, determine whether the operating gesture is the gesture for operating the control；
When the operating gesture is to operate the gesture of the control, user behavior of the acquisition for the control of the application program
Data.
6. according to the method described in claim 5, it is characterized in that, the type of the operating gesture includes any one of following:
Click, long-pressing, sliding.
7. the method according to claim 1, wherein the user behavior data further includes the mark of the control
Know；
The mark of the control includes: the title of class belonging to the control, the title of the class of the page where the control, described
Position of the control in the page.
8. the method according to the description of claim 7 is characterized in that the method also includes:
By the first thread, the screenshot of the page where the control is intercepted；
Label is generated in the mark of control control described in the position mark in the screenshot by the first thread
Screenshot afterwards, and establish the corresponding relationship of the mark of the screenshot and the control；
Screenshot from the label to server and the corresponding relationship by the first thread, after sending.
9. a kind of user behavior data acquisition device, which is characterized in that described device includes:
Processing module, for starting the thread of application program, the thread includes first thread and the second thread, the First Line
Journey is used to acquire the user behavior data of the control for the application program, and second thread is described using journey for executing
The function of sequence, the first thread and second thread are mutually indepedent；
Acquisition module, for by the first thread, acquisition to be directed to the user behavior data of the control.
10. device according to claim 9, which is characterized in that the user behavior data includes: page where the control
The page info in face；
The page info includes at least one of following: the control of the control information of the page, the previous page of the page
Information.
11. device according to claim 10, which is characterized in that described device further include:
Memory module, for storing the user behavior data by the first thread.
12. device described in 0 or 11 according to claim 1, which is characterized in that described device further include:
Sending module, for sending the user behavior data to server by the first thread.
13. device according to claim 9, which is characterized in that the acquisition module is specifically used for capture user and is directed to institute
The operating gesture of application program is stated, and according to the type of the operating gesture, determines whether the operating gesture is described in operation
The gesture of control, when the operating gesture is to operate the gesture of the control, acquisition is directed to the control of the application program
User behavior data.
14. device according to claim 13, which is characterized in that the type of the operating gesture includes any one of following:
Click, long-pressing, sliding.
15. device according to claim 9, which is characterized in that the user behavior data further includes the mark of the control
Know；
The mark of the control includes: the title of class belonging to the control, the title of the class of the page where the control, described
Position of the control in the page.
16. device according to claim 15, which is characterized in that
The acquisition module is also used to intercept the screenshot of the page where the control by the first thread；
The processing module, is also used to through the first thread, in the control described in the position mark in the screenshot
The mark of control, the screenshot after generating label, and establish the corresponding relationship of the mark of the screenshot and the control；
Described device further include:
Sending module, for the screenshot and the corresponding relationship by the first thread, after sending the label to server.
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