CN110781064B - Method and device for dynamic embedded point acquisition of client user behavior data - Google Patents
Method and device for dynamic embedded point acquisition of client user behavior data Download PDFInfo
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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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- 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
- G06F11/3466—Performance evaluation by tracing or monitoring
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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Abstract
The invention discloses a method and a device for dynamic embedded point acquisition of client user behavior data, wherein the method comprises the following steps: s1, establishing interface elements in a client editing interface; s2, receiving dynamic buried point data, wherein the dynamic buried point data carries mapping relation data of interface elements and user operation behaviors; s3, storing the mapping relation data and transmitting the mapping relation data to each client; s4, starting the client, judging whether the embedded point data is updated, if so, storing the updated embedded point configuration file to the client, and storing the latest version number information; s5, uploading the user behavior dynamic embedded point data to a server. The method can newly add and modify the embedded point operation of the client in real time, does not need to reissue a new client to upgrade and install the client, greatly improves the real-time performance, accuracy and convenience of user behavior data acquisition, and solves the problems of high user behavior data acquisition difficulty, long period and low accuracy in the traditional static embedded point technology.
Description
Technical Field
The invention belongs to the technical field of mobile Internet, relates to a data acquisition method and device, and particularly relates to a method for acquiring dynamic embedded points of user behavior data of a client.
Background
With the rapid development of mobile internet technology, more and more services are on-line, so that in order to realize accurate marketing to users, the users need to be subjected to portrait, label, modeling and the like by relying on big data and artificial intelligence technology, and therefore, how to collect user behavior data becomes an important subject of current research.
In the traditional technology, the client behavior data acquisition mainly depends on a static embedded point technology (namely client coding), and the technology can achieve the purpose of user behavior data acquisition, but has great inflexibility, the coding needs to be carried out again when one service is added or modified, the client needs to be reissued for downloading to a user, the problems that the user behavior acquisition is difficult, the period is long and the client cannot be carried out in real time exist, even the situation that the embedded point is missed or the embedded point is wrong due to the quality problem of the embedded point of the coding, the restoration difficulty is extremely high, and the situation that acquired data is inaccurate and lost can be caused.
In order to solve the above-mentioned drawbacks of the conventional client static point burying technology, a dynamic point burying technology for client user behavior data is currently needed to be proposed, so that point burying operations of a client can be newly increased and modified at any time, and a new client does not need to be released to upgrade and install for a user.
Disclosure of Invention
Therefore, the invention aims to solve the technical problems and improve the real-time performance, accuracy and convenience of the user behavior data acquisition, so as to provide a method and a device for dynamic embedded point acquisition of the client user behavior data.
In order to solve the technical problems, the technical scheme of the invention is as follows:
the invention provides a method for collecting dynamic embedded points of user behavior data of a client, which comprises the following steps:
s1, establishing interface elements in a client editing interface;
s2, receiving dynamic buried point data, wherein the dynamic buried point data carries mapping relation data of interface elements and user operation behaviors;
s3, storing the mapping relation data and transmitting the mapping relation data to each client;
s4, starting the client, judging whether the embedded point data is updated, if so, storing the updated embedded point configuration file to the client, and storing the latest version number information;
s5, uploading the user behavior dynamic embedded point data to a server.
Preferably, the step S1 includes:
s11, starting an editing tool, and selecting client elements needing service embedding points by using the editing tool;
s12, determining XPath of the interface element in the container to obtain a unique interface element.
Preferably, the XPath value is also encrypted by MD 5.
Preferably, in the step S2, the user operation behavior is defined by:
assigning an Object ID to each business operation behavior, wherein the Object ID is provided with corresponding configuration and description at a server side;
and the mapping relation data is established through the XPath value, the CPath value of the interface view and the Object ID, and the mapping relation data is also uploaded to a server.
Preferably, when the interface element is established in the step S1, the method further includes a step of dynamically injecting a listening logic code for adding a user operation event.
Preferably, the uploading the user behavior dynamic buried point data to the server in the step S6 is: the method comprises one of real-time uploading, uploading at specific intervals, starting uploading and background uploading.
The invention also provides a device for collecting the dynamic embedded point of the user behavior data of the client, which comprises:
the editing module is used for establishing interface elements on the client interface;
the receiving module is used for receiving dynamic embedded data, and the dynamic embedded data carries mapping relation data of interface elements and user operation behaviors;
the storage module is used for storing the mapping relation data and transmitting the mapping relation data to each client;
the detection module is used for judging whether the embedded point data is updated when the client is started, if so, storing the updated embedded point configuration file to the client, and storing the latest version number information;
and the uploading module is used for uploading the user behavior dynamic embedded point data to the server.
The invention also provides a computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the above method when executing the computer program.
The invention also provides a readable storage medium having stored thereon a computer program which when executed by a processor performs the steps of the above method.
Compared with the prior art, the technical scheme of the invention has the following advantages:
the method for collecting the dynamic embedded point of the client user behavior data comprises the following steps: s1, establishing interface elements in a client editing interface; s2, receiving dynamic buried point data, wherein the dynamic buried point data carries mapping relation data of interface elements and user operation behaviors; s3, storing the mapping relation data and transmitting the mapping relation data to each client; s4, starting the client, judging whether the embedded point data is updated, if so, storing the updated embedded point configuration file to the client, and storing the latest version number information; s5, uploading the user behavior dynamic embedded point data to a server. The method can newly add and modify the embedded point operation of the client in real time, does not need to reissue a new client to upgrade and install the client, greatly improves the real-time performance, accuracy and convenience of user behavior data acquisition, and solves the problems of high user behavior data acquisition difficulty, long period and low accuracy in the traditional static embedded point technology.
Drawings
In order that the invention may be more readily understood, a more particular description of the invention will be rendered by reference to specific embodiments thereof that are illustrated in the appended drawings, in which
FIG. 1 is a flow chart of a method for dynamic embedded point acquisition of client user behavior data according to an embodiment of the present invention;
fig. 2 is a flowchart of step S1 in a method for dynamic embedded point acquisition of client user behavior data according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Example 1
The embodiment provides a method for dynamically embedding point acquisition of user behavior data of a client, which is used for newly adding and modifying embedded point operation of the client in real time, the client realizes data acquisition of user behavior, and is essentially that a user performs event monitoring record while performing related service operation on related interface elements (in the embodiment, the interface elements are operation buttons displayed on the client) of a client interface, in the embodiment, the service operation takes login as an example, and finally, the service operation behavior data of the user is uploaded to a server through a certain strategy.
Specifically, referring to fig. 1, the method for dynamic embedded point acquisition of the client user behavior data includes the following steps:
s1, establishing interface elements in a client editing interface, wherein the interface elements View can be specifically designed into different functional buttons according to requirements, and a buried point service editing manager selects the client interface elements for service buried points through a client buried point editing tool.
As shown in fig. 2, the step S1: establishing interface elements at the client editing interface includes:
s11, starting a buried point editing tool, selecting a client element needing service buried points by using the editing tool, wherein the buried point editing tool can display CPath values of container interfaces where the selected interface elements are located and XPath values of the interface elements. .
S12, determining an XPath value in a container where an interface element is located to obtain a unique interface element, wherein the XPath value refers to a hierarchical path of a current interface View above a CPath of a whole View, and in the embodiment, the interface element is a Button (Button), and the XPath is: parent container 0/child container 1/Button 0, thus enabling marking of an interface element with a unique label.
Further, the original XPath value can be subjected to MD5 encryption encoding.
S2, defining user operation behaviors, acquiring mapping relation data of the interface elements and the user operation behaviors, and distributing an Object ID for each user operation behavior, wherein the Object ID is provided with corresponding configuration and description at a server side, and the mapping relation data of the interface elements and the user operation behaviors, such as the association relation between a button and login, is established through the XPath value, the CPath value of the interface view and the Object ID.
And S3, uploading the mapping relation data to a server, storing the mapping relation data, and then transmitting the mapping relation data to each client.
And S4, when the client is started, the client automatically detects whether the embedded point configuration data is updated on the server according to the embedded point configuration version number, if so, the updated embedded point configuration file (generally in a compressed package Zip format) is stored in the client, and the latest version number information is stored. The client decompresses and parses the embedded configuration file, and the parsed configuration is loaded into the client memory.
And S5, finally, uploading the user behavior dynamic embedded data to a server according to a certain strategy. The following strategies are as follows: the updated dynamic embedded data can be uploaded in real time, the updated dynamic embedded data can be uploaded at a certain time interval, or the dynamic embedded data can be uploaded after a certain number of intervals, in addition, a client can be started to upload, and the client can enter a background to upload.
In order to realize that the client can automatically collect user behavior data after updating the configuration to the server each time, when the interface element is established in the step S1, the method further comprises the step of dynamically injecting a monitoring logic code for adding user operation events. When a user of the client operates an interface element (a button in the embodiment) to perform service operation (login in the embodiment), an event monitor dynamically added by the interface element captures a response, acquires an XPath value of the current interface element in monitoring, searches service embedded point configuration information corresponding to the XPath value from a memory, acquires corresponding service embedded point configuration information if the service embedded point configuration information exists, and performs statistics collection of user behaviors (the collected user behavior embedded point information is put into a memory to-be-transmitted queue). And finally, uploading the collected embedded point information of the user behavior to a server according to the strategy, and completing the acquisition work of the client behavior data in real time when updating each time.
Example 2
The present embodiment provides a client user behavior data dynamic buried point acquisition device based on the method described in embodiment 1, which includes:
and the editing module is used for establishing interface elements on the client interface.
And the matching module is used for defining the operation behaviors of the user and acquiring the mapping relation data of the interface elements and the operation behaviors of the user.
And the storage module is used for storing the mapping relation data and transmitting the mapping relation data to each client.
And the detection module is used for judging whether the embedded point data is updated when the client is started, if so, storing the updated embedded point configuration file to the client, and storing the latest version number information.
And the uploading module is used for uploading the user behavior dynamic embedded point data to the server.
The embedded point service editing manager starts a client editing tool, selects a client interface element to be subjected to service embedding by utilizing an editing module, and the editing module displays CPath values of container interfaces where the selected client interface element is positioned and XPath values of the interface elements (the XPath values are subjected to MD5 encryption coding). And the embedded point service editing manager distributes service number ObjectID values for the user operation behaviors and acquires mapping relation data of interface elements and the service number ObjectID values.
When a client is started by a client user, the detection module automatically detects whether the server is updated with the embedded point configuration according to the embedded point service configuration version number file, if so, the latest embedded point configuration file is stored to the local of the client, and the latest version number information is stored. The system also comprises an analysis unit, wherein the client decompresses and analyzes the new embedded point configuration file through the analysis unit, and the analyzed configuration is loaded into the memory of the client. And finally, uploading the user operation behavior data to a server through an uploading module.
The editing module further comprises a monitoring module, wherein the monitoring module is used for dynamically adding a monitoring code of a user operation behavior when the interface element is created, and the user operation interface element enters a user-defined monitoring event response (for example, login) so as to match a buried point event configuration item issued by a server according to the XPath value of the current operation interface element, collect the matched buried point configuration service related data, and finally upload the data into the server according to the strategy described in the embodiment 1, thereby achieving the purpose of collecting the user behavior data.
The present embodiment also provides a computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the method described in embodiment 1 when the computer program is executed by the processor.
Further, the present embodiment also provides a readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of the method described in embodiment 1.
Those skilled in the art will appreciate that all or part of the above-described embodiment methods may be implemented by a computer program for instructing relevant hardware, where the computer program may be stored in a non-volatile computer readable storage medium, and the computer program may include the procedure described in embodiment 1 when executed. Any reference to memory, storage, database, or other medium used in the various embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), memory bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
It is apparent that the above examples are given by way of illustration only and are not limiting of the embodiments. Other variations or modifications of the above teachings will be apparent to those of ordinary skill in the art. It is not necessary here nor is it exhaustive of all embodiments. While still being apparent from variations or modifications that may be made by those skilled in the art are within the scope of the invention.
Claims (7)
1. The method for dynamically embedding point acquisition of the user behavior data of the client is characterized by comprising the following steps:
s1, establishing interface elements in a client editing interface:
s11, starting an editing tool, and selecting client elements needing service embedding points by using the editing tool;
s12, determining XPath of the interface element in the container to obtain a unique interface element;
s2, defining user operation behaviors, and acquiring mapping relation data of the interface elements and the user operation behaviors, wherein the user operation behaviors are defined by the following steps:
assigning an Object ID for each business operation behavior, wherein the Object ID is provided with corresponding configuration and description at a server side;
establishing the mapping relation data through the XPath, the CPath value of the interface view and the Object ID, and uploading the mapping relation data to a server;
s3, storing the mapping relation data and transmitting the mapping relation data to each client;
s4, starting the client, judging whether the embedded point data is updated, if so, storing the updated embedded point configuration file to the client, and storing the latest version number information;
s5, uploading the user behavior dynamic embedded point data to a server.
2. The method for dynamic embedded point acquisition of client user behavior data according to claim 1, wherein the XPath is further processed through MD5 encryption encoding.
3. The method for dynamic embedded point collection of client user behavior data according to claim 2, wherein when the interface element is established in step S1, further comprising a step of dynamically injecting a listening logic code for adding a user operation event.
4. The method for dynamic embedded point collection of client user behavior data according to claim 3, wherein the uploading the user behavior dynamic embedded point data to the server in step S5 is: the method comprises one of real-time uploading, uploading at specific intervals, starting uploading and background uploading.
5. The utility model provides a client user behavior data developments buries some collection system which characterized in that includes:
the editing module is used for establishing interface elements on the client interface;
the editing module is specifically configured to: opening an editing tool, and selecting client elements needing service embedding points by using the editing tool;
determining XPath of the interface element in the container to obtain a unique interface element;
the matching module is used for defining user operation behaviors: assigning an Object ID for each business operation behavior, wherein the Object ID is provided with corresponding configuration and description at a server side;
establishing mapping relation data through the XPath, the CPath value of the interface view and the Object ID, and uploading the mapping relation data to a server;
obtaining mapping relation data of the interface elements and user operation behaviors;
the storage module is used for storing the mapping relation data and transmitting the mapping relation data to each client;
the detection module is used for judging whether the embedded point data is updated when the client is started, if so, storing the updated embedded point configuration file to the client, and storing the latest version number information;
and the uploading module is used for uploading the user behavior dynamic embedded point data to the server.
6. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the method according to any one of claims 1 to 4 when the computer program is executed.
7. A readable storage medium having stored thereon a computer program, which when executed by a processor realizes the steps of the method according to any of claims 1 to 4.
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| CN112433921A (en) * | 2020-06-03 | 2021-03-02 | 上海哔哩哔哩科技有限公司 | Method and apparatus for dynamic point burying |
| CN111930422B (en) * | 2020-09-02 | 2023-07-25 | 度小满科技(北京)有限公司 | Information acquisition method, device, server and storage medium |
| CN112698900A (en) * | 2020-12-31 | 2021-04-23 | 五八有限公司 | User operation path acquisition method and device, electronic equipment and storage medium |
| CN114661569B (en) * | 2022-03-25 | 2024-04-26 | 中企云链股份有限公司 | Dynamic buried point acquisition method for user behavior data |
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