CN111190816A - Method and device for collecting user behavior data and electronic equipment - Google Patents

Method and device for collecting user behavior data and electronic equipment Download PDF

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Publication number
CN111190816A
CN111190816A CN201911330583.3A CN201911330583A CN111190816A CN 111190816 A CN111190816 A CN 111190816A CN 201911330583 A CN201911330583 A CN 201911330583A CN 111190816 A CN111190816 A CN 111190816A
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China
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user
version
page
data
information
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陈博
郑盛麟
刘禹彤
黎文杰
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Shanghai Qiyue Information Technology Co Ltd
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Shanghai Qiyue Information Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/34Recording 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
    • G06F11/3438Recording 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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  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

The invention discloses a method and a device for collecting user behavior data, wherein the method comprises the following steps: acquiring information of a user who does not log in through a user terminal, wherein the information of the user who does not log in comprises terminal number data of the user who does not log in; constructing a version configuration rule; determining page version data by using the version configuration rule based on the information of the unregistered user; sending the page version data to the user terminal so that the user terminal configures and displays a version page; and receiving the unregistered user behavior data on the version page sent by the user terminal. The page version data is determined by acquiring the terminal number data of the unregistered user, so that the unregistered user opens the version page through the user terminal, finally the behavior data of the unregistered user on the version page is acquired, the test result of the version page is determined, the user experience is effectively improved, the test data can be perfected, and the test accuracy is further improved.

Description

Method and device for collecting user behavior data and electronic equipment
Technical Field
The invention relates to the field of computer information processing, in particular to a method and a device for collecting user behavior data, electronic equipment and a computer readable medium.
Background
In the field of internet technology, technicians often design multiple versions of different styles for a product page (e.g., an interactive interface of an application program, a web page of a network platform, etc.), respectively allow a user accessing the product page to randomly access the product page to obtain test evaluation, analyze the test evaluation, and determine a version with better user experience from the multiple versions to be used as a final page version of the product for popularization. When a product page is accessed, user information is obtained through user login, and then users are classified and screened according to the user information to determine the version page accessed by the users, but the users who are not accessed login exist, and the version page cannot be distributed to the users who are not accessed login.
Disclosure of Invention
In view of the above, the present specification has been developed to provide a method and apparatus for user action receipt collection that overcomes, or at least partially solves, the above-identified problems.
Additional features and advantages of the present disclosure will be set forth in the detailed description which follows, and in part will be obvious from the description, or may be learned by practice of the present disclosure.
In a first aspect, the present specification provides a method of user behavior data collection, comprising:
acquiring information of a user who does not log in through a user terminal, wherein the information of the user who does not log in comprises terminal number data of the user who does not log in;
constructing a version configuration rule;
determining page version data by using the version configuration rule based on the information of the unregistered user;
sending the page version data to the user terminal so that the user terminal configures and displays a version page;
and receiving the unregistered user behavior data on the version page sent by the user terminal.
In an exemplary embodiment of the present disclosure, the building a version configuration rule includes:
setting configuration conditions according to the terminal number data;
and determining the page version data corresponding to the configuration condition.
In an exemplary embodiment of the present disclosure, the setting a configuration condition according to the terminal number data includes:
selecting an attribute item of the terminal number;
and setting the attribute value in the attribute item range.
In an exemplary embodiment of the present disclosure, the terminal number data includes a terminal number tail number and a terminal number length;
and the attribute items are the tail number of the terminal number and the length of the terminal number.
In an exemplary embodiment of the disclosure, the determining page version data by using the version configuration rule based on the unregistered user information includes:
acquiring address information indicated by the unregistered user information, wherein the address information is used for indicating a configuration information path matched with the unregistered user information, and the configuration information is used for recording the mapping relation between the unregistered user information and the page version data;
and acquiring the configuration information according to the path, and acquiring the page version data matched with the information of the unregistered user from the mapping relation recorded by the configuration information.
In an exemplary embodiment of the present disclosure, the acquiring information of the unregistered user includes:
acquiring a page access request of the user who does not log in;
and obtaining the information of the unregistered user based on the page access request of the unregistered user.
In an exemplary embodiment of the present disclosure, after the receiving the unregistered user behavior data on the version page sent by the user terminal, the method further includes:
analyzing the behavior data of the user who does not log in to obtain the test data of the version page.
In a second aspect, the present specification provides an apparatus for user behavior data collection, comprising:
the system comprises a user information module, a login control module and a login control module, wherein the user information module is used for acquiring information of a user who does not log in through a user terminal, and the information of the user who does not log in comprises terminal number data of the user who does not log in;
the version configuration rule module is used for constructing a version configuration rule;
the page version data module is used for determining page version data by utilizing the version configuration rule based on the information of the unregistered user;
the processing module is used for sending the page version data to the user terminal so as to enable the user terminal to configure and display a version page;
and the user behavior data module is used for receiving the unregistered user behavior data on the version page sent by the user terminal.
In an exemplary embodiment of the present disclosure, the building a version configuration rule includes:
setting configuration conditions according to the terminal number data;
and determining the page version data corresponding to the configuration condition.
In an exemplary embodiment of the present disclosure, the setting a configuration condition according to the terminal number data includes:
selecting an attribute item of the terminal number;
and setting the attribute value in the attribute item range.
In an exemplary embodiment of the present disclosure, the terminal number data includes a terminal number tail number and a terminal number length;
and the attribute items are the tail number of the terminal number and the length of the terminal number.
In an exemplary embodiment of the disclosure, the determining page version data by using the version configuration rule based on the unregistered user information includes:
acquiring address information indicated by the unregistered user information, wherein the address information is used for indicating a configuration information path matched with the unregistered user information, and the configuration information is used for recording the mapping relation between the unregistered user information and the page version data;
and acquiring the configuration information according to the path, and acquiring the page version data matched with the information of the unregistered user from the mapping relation recorded by the configuration information.
In an exemplary embodiment of the present disclosure, the acquiring information of the unregistered user includes:
acquiring a page access request of the user who does not log in;
and obtaining the information of the unregistered user based on the page access request of the unregistered user.
In an exemplary embodiment of the present disclosure, after the receiving the unregistered user behavior data on the version page sent by the user terminal, the method further includes:
analyzing the behavior data of the user who does not log in to obtain the test data of the version page.
In a third aspect, the present specification provides a server comprising a processor and a memory: the memory is used for storing a program of any one of the methods; the processor is configured to execute the program stored in the memory to implement the steps of any of the methods described above.
In a fourth aspect, the present specification provides a computer readable storage medium, on which a computer program is stored, which when executed by a processor implements the steps of any of the above methods.
According to the method and the device, the page version data are determined by acquiring the terminal number data of the unregistered user, so that the unregistered user opens the version page through the user terminal, finally, the behavior data of the unregistered user on the version page is acquired, the test result of the version page is determined, the user experience is effectively improved, the test data can be perfected, and the test accuracy is further improved.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.
Drawings
In order to make the technical problems solved by the present invention, the technical means adopted and the technical effects obtained more clear, the following will describe in detail the embodiments of the present invention with reference to the accompanying drawings. It should be noted, however, that the drawings described below are only illustrations of exemplary embodiments of the invention, from which other embodiments can be derived by those skilled in the art without inventive faculty.
FIG. 1 is a flow diagram illustrating a method of user behavior data collection according to an example embodiment.
Fig. 2 is a block diagram illustrating an apparatus for user behavior data collection according to another example embodiment.
FIG. 3 is a block diagram illustrating a server in accordance with an example embodiment.
FIG. 4 is a schematic diagram illustrating a computer-readable medium in accordance with an exemplary embodiment.
Detailed Description
Exemplary embodiments of the present invention will now be described more fully with reference to the accompanying drawings. The exemplary embodiments, however, may be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. Rather, these exemplary embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of the invention to those skilled in the art. The same reference numerals denote the same or similar elements, components, or parts in the drawings, and thus their repetitive description will be omitted.
Features, structures, characteristics or other details described in a particular embodiment do not preclude the fact that the features, structures, characteristics or other details may be combined in a suitable manner in one or more other embodiments in accordance with the technical idea of the invention.
In describing particular embodiments, the present invention has been described with reference to features, structures, characteristics or other details that are within the purview of one skilled in the art to provide a thorough understanding of the embodiments. One skilled in the relevant art will recognize, however, that the invention may be practiced without one or more of the specific features, structures, characteristics, or other details.
The flow charts shown in the drawings are merely illustrative and do not necessarily include all of the contents and operations/steps, nor do they necessarily have to be performed in the order described. For example, some operations/steps may be decomposed, and some operations/steps may be combined or partially combined, so that the actual execution sequence may be changed according to the actual situation.
The block diagrams shown in the figures are functional entities only and do not necessarily correspond to physically separate entities. I.e. these functional entities may be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and/or processor means and/or microcontroller means.
It will be understood that, although the terms first, second, third, etc. may be used herein to describe various elements, components, or sections, these terms should not be construed as limiting. These phrases are used to distinguish one from another. For example, a first device may also be referred to as a second device without departing from the spirit of the present invention.
The term "and/or" and/or "includes any and all combinations of one or more of the associated listed items.
The invention provides a method for processing a reserved resource application, which is used for solving the current situation that a non-login user version page cannot be distributed in the prior art, and in order to solve the problems, the general idea of the invention is as follows:
a method of user behavior data collection, comprising:
acquiring information of a user who does not log in through a user terminal, wherein the information of the user who does not log in comprises terminal number data of the user who does not log in;
constructing a version configuration rule;
determining page version data by using the version configuration rule based on the information of the unregistered user;
sending the page version data to the user terminal so that the user terminal configures and displays a version page;
and receiving the unregistered user behavior data on the version page sent by the user terminal.
According to the method, the page version data are determined by acquiring the terminal number data of the unregistered user, so that the unregistered user opens the version page through the user terminal, finally, the behavior data of the unregistered user on the version page is acquired, the test result of the version page is determined, the user experience is effectively improved, the test data can be perfected, and the test accuracy is further improved.
The technical solution of the present invention will be described and explained in detail by means of several specific examples.
Referring to fig. 1, a method of user behavior data collection includes:
s101: obtaining the information of the unregistered user through a user terminal, wherein the information of the unregistered user comprises the terminal number data of the unregistered user.
The user terminal may be a mobile phone or a computer. The terminal number data of the unregistered user comprises a terminal tail number and a terminal number length. Taking an android mobile phone as an example, the terminal tail number of the android mobile phone is 0-9, and the length of the terminal number is 15 bits; taking an apple mobile phone as an example, the terminal end number is composed of 0-9, A-F, and the length of the terminal number is 32 digits +4 digits separator, i.e. 36 digits.
In an embodiment of this specification, the acquiring information of the unregistered user includes:
acquiring a page access request of the user who does not log in;
and obtaining the information of the unregistered user based on the page access request of the unregistered user.
And triggering to acquire the information of the unregistered user, namely acquiring the terminal number data of the unregistered user.
The information of the unregistered user is obtained, the aim is to obtain the terminal number data of the unregistered user, the user is classified and screened according to the terminal number data, and the version page corresponding to the unregistered user is determined.
S102: and constructing a version configuration rule.
In an embodiment of the present specification, the building version configuration rule includes:
setting configuration conditions according to the terminal number data;
and determining the page version data corresponding to the configuration condition.
In an embodiment of this specification, the setting a configuration condition according to the terminal number data includes:
selecting an attribute item of the terminal number;
and setting the attribute value in the attribute item range.
In the embodiment of the present specification, the terminal number data includes a terminal number end number and a terminal number length;
and the attribute items are the tail number of the terminal number and the length of the terminal number.
When the attribute item is the terminal length, the corresponding attribute value comprises 15 bits and 36 bits. And when the attribute item is the terminal tail number, the corresponding attribute values of the attribute item comprise 0-9 and A-F. That is, when setting the configuration condition, the attribute item is first selected, and then the attribute value within the range of the attribute item is set. For example, the page versions are two, namely a first version page and a second version page.
When the page version data is the first version page, the corresponding configuration conditions are set as follows:
the attribute item is the terminal length and the attribute value is 15 bits.
When the page version data is a second version page, the corresponding configuration conditions are set as follows:
the configuration conditions are that the attribute items are terminal length and terminal tail number, the attribute value corresponding to the terminal length is 36 bits, and the attribute values corresponding to the terminal tail number are 6, 8, B and C.
Therefore, when the accessed user meets the configuration condition of the first version page, the accessed page is the first version page. And when the accessed user meets the configuration condition of the second version page, the page accessed by the accessed user is the second version page. It should be noted that the configuration condition may be set by selecting one or more terminals according to the terminal length and the terminal end number.
The version configuration rule is constructed here, and the purpose is to determine the relationship between the configuration conditions and the page version data, so that each set configuration condition corresponds to a group of page version data, and thus, the distribution of version pages to the accessing user is facilitated.
S103: and determining page version data by using the version configuration rule based on the information of the unregistered user.
In an embodiment of this specification, the determining, based on the unregistered user information, page version data by using the version configuration rule includes:
acquiring address information indicated by the unregistered user information, wherein the address information is used for indicating a configuration information path matched with the unregistered user information, and the configuration information is used for recording the mapping relation between the unregistered user information and the page version data;
and acquiring the configuration information according to the path, and acquiring the page version data matched with the information of the unregistered user from the mapping relation recorded by the configuration information.
And distributing the version pages of the unregistered user according to the version configuration rule, wherein the distribution is determined by setting configuration conditions. And when the information of the unregistered user accords with the set configuration condition, the page accessed by the user is a version page corresponding to the configuration condition.
Here, page version data is determined with the purpose of determining the page that the user has visited.
S104: and sending the page version data to the user terminal so that the user terminal configures and displays a version page.
The version page is determined by the terminal number data of the unregistered user, and the version page is displayed here to acquire the behavior data of the user on the version page.
S105: and receiving the unregistered user behavior data on the version page sent by the user terminal.
The user behavior data includes usage of version pages, such as click behavior and page linger time.
In this embodiment of the present specification, after the receiving the unregistered user behavior data on the version page sent by the user terminal, the method further includes:
analyzing the behavior data of the user who does not log in to obtain the test data of the version page.
In which, through steps S101 to S105, user behavior data of different versions of pages and different unregistered users can be obtained, and the user behavior data of the unregistered user is analyzed, so that an optimal version of page can be determined, and test data can be obtained.
The method achieves the following technical effects:
the page version data is determined by acquiring the terminal number data of the unregistered user, so that the unregistered user opens the version page through the user terminal, finally the behavior data of the unregistered user on the version page is acquired, the test result of the version page is determined, the user experience is effectively improved, the test data can be perfected, and the test accuracy is further improved.
Those skilled in the art will appreciate that all or part of the steps to implement the above-described embodiments are implemented as programs (computer programs) executed by a computer data processing apparatus. When the computer program is executed, the method provided by the invention can be realized. Furthermore, the computer program may be stored in a computer readable storage medium, which may be a readable storage medium such as a magnetic disk, an optical disk, a ROM, a RAM, or a storage array composed of a plurality of storage media, such as a magnetic disk or a magnetic tape storage array. The storage medium is not limited to centralized storage, but may be distributed storage, such as cloud storage based on cloud computing.
Embodiments of the apparatus of the present invention are described below, which may be used to perform method embodiments of the present invention. The details described in the device embodiments of the invention should be regarded as complementary to the above-described method embodiments; reference is made to the above-described method embodiments for details not disclosed in the apparatus embodiments of the invention.
Referring to fig. 2, an apparatus for collecting user behavior data includes:
the user information module 201 is configured to obtain information of a user who does not log in through a user terminal, where the information of the user who does not log in includes terminal number data of the user who does not log in;
a version configuration rule module 202, configured to construct a version configuration rule;
a page version data module 203, configured to determine page version data according to the version configuration rule based on the unregistered user information;
the processing module 204 is configured to send the page version data to the user terminal, so that the user terminal configures and displays a version page;
a user behavior data module 205, configured to receive the unregistered user behavior data on the version page sent by the user terminal.
In an embodiment of the present specification, the building version configuration rule includes:
setting configuration conditions according to the terminal number data;
and determining the page version data corresponding to the configuration condition.
In an embodiment of this specification, the setting a configuration condition according to the terminal number data includes:
selecting an attribute item of the terminal number;
and setting the attribute value in the attribute item range.
In the embodiment of the present specification, the terminal number data includes a terminal number end number and a terminal number length;
and the attribute items are the tail number of the terminal number and the length of the terminal number.
In an embodiment of this specification, the determining, based on the unregistered user information, page version data by using the version configuration rule includes:
acquiring address information indicated by the unregistered user information, wherein the address information is used for indicating a configuration information path matched with the unregistered user information, and the configuration information is used for recording the mapping relation between the unregistered user information and the page version data;
and acquiring the configuration information according to the path, and acquiring the page version data matched with the information of the unregistered user from the mapping relation recorded by the configuration information.
In an embodiment of this specification, the acquiring information of the unregistered user includes:
acquiring a page access request of the user who does not log in;
and obtaining the information of the unregistered user based on the page access request of the unregistered user.
In this embodiment of the present specification, after the receiving the unregistered user behavior data on the version page sent by the user terminal, the method further includes:
analyzing the behavior data of the user who does not log in to obtain the test data of the version page.
Those skilled in the art will appreciate that the modules in the above-described embodiments of the apparatus may be distributed as described in the apparatus, and may be correspondingly modified and distributed in one or more apparatuses other than the above-described embodiments. The modules of the above embodiments may be combined into one module, or further split into multiple sub-modules.
In the following, embodiments of the electronic device of the present invention are described, which may be regarded as specific physical implementations for the above-described embodiments of the method and apparatus of the present invention. Details described in the embodiments of the electronic device of the invention should be considered supplementary to the embodiments of the method or apparatus described above; for details which are not disclosed in embodiments of the electronic device of the invention, reference may be made to the above-described embodiments of the method or the apparatus.
Fig. 3 is a block diagram of an exemplary embodiment of an electronic device according to the present invention. An electronic device 300 according to this embodiment of the invention is described below with reference to fig. 3. The electronic device 300 shown in fig. 3 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 3, electronic device 300 is embodied in the form of a general purpose computing device. The components of electronic device 300 may include, but are not limited to: at least one processing unit 310, at least one memory unit 320, a bus 330 connecting the various system components (including the memory unit 320 and the processing unit 310), a display unit 340, and the like.
Wherein the storage unit stores program code executable by the processing unit 310, so that the processing unit 310 performs the steps according to various exemplary embodiments of the present invention described in the above-mentioned electronic prescription flow processing method section of the present specification. For example, the processing unit 310 may perform the steps as shown in fig. 1.
The storage unit 320 may include readable media in the form of volatile storage units, such as a random access memory unit (RAM)3201 and/or a cache storage unit 3202, and may further include a read only memory unit (ROM) 3203.
The storage unit 320 may also include a program/utility 3204 having a set (at least one) of program modules 3205, such program modules 3205 including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which, or some combination thereof, may comprise an implementation of a network environment.
Bus 330 may be one or more of several types of bus structures, including a memory unit bus or memory unit controller, a peripheral bus, an accelerated graphics port, a processing unit, or a local bus using any of a variety of bus architectures.
The electronic device 300 may also communicate with one or more external devices 400 (e.g., keyboard, pointing device, bluetooth device, etc.), with one or more devices that enable a user to interact with the electronic device 300, and/or with any devices (e.g., router, modem, etc.) that enable the electronic device 300 to communicate with one or more other computing devices. Such communication may occur via an input/output (I/O) interface 350. Also, the electronic device 300 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network, such as the internet) via the network adapter 360. Network adapter 360 may communicate with other modules of electronic device 300 via bus 330. It should be appreciated that although not shown in the figures, other hardware and/or software modules may be used in conjunction with electronic device 300, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.
Through the above description of the embodiments, those skilled in the art will readily understand that the exemplary embodiments of the present invention described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, the technical solution according to the embodiment of the present invention can be embodied in the form of a software product, which can be stored in a computer-readable storage medium (which can be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to make a computing device (which can be a personal computer, a server, or a network device, etc.) execute the above-mentioned method according to the present invention. The computer program, when executed by a data processing apparatus, enables the computer readable medium to implement the above-described method of the invention, namely: the page version data is determined by acquiring the terminal number data of the unregistered user, so that the unregistered user opens the version page through the user terminal, finally the behavior data of the unregistered user on the version page is acquired, the test result of the version page is determined, the user experience is effectively improved, the test data can be perfected, and the test accuracy is further improved.
FIG. 4 is a schematic diagram illustrating a computer-readable medium in accordance with an exemplary embodiment.
The computer program may be stored on one or more computer readable media. The computer readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The computer readable storage medium may include a propagated data signal with readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A readable storage medium may also be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a readable storage medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device, or entirely on the remote computing device or server. In the case of a remote computing device, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., through the internet using an internet service provider).
In summary, the invention may be implemented in hardware, or in software modules running on one or more processors, or in a combination thereof. Those skilled in the art will appreciate that some or all of the functionality of some or all of the components in embodiments in accordance with the invention may be implemented in practice using a general purpose data processing device such as a microprocessor or a Digital Signal Processor (DSP). The present invention may also be embodied as apparatus or device programs (e.g., computer programs and computer program products) for performing a portion or all of the methods described herein. Such programs implementing the present invention may be stored on computer-readable media or may be in the form of one or more signals. Such a signal may be downloaded from an internet website or provided on a carrier signal or in any other form.
While the foregoing embodiments have described the objects, aspects and advantages of the present invention in further detail, it should be understood that the present invention is not inherently related to any particular computer, virtual machine or electronic device, and various general-purpose machines may be used to implement the present invention. The invention is not to be considered as limited to the specific embodiments thereof, but is to be understood as being modified in all respects, all changes and equivalents that come within the spirit and scope of the invention.

Claims (10)

1. A method of user behavior data collection, comprising:
acquiring information of a user who does not log in through a user terminal, wherein the information of the user who does not log in comprises terminal number data of the user who does not log in;
constructing a version configuration rule;
determining page version data by using the version configuration rule based on the information of the unregistered user;
sending the page version data to the user terminal so that the user terminal configures and displays a version page;
and receiving the unregistered user behavior data on the version page sent by the user terminal.
2. The method of claim 1, wherein building a version configuration rule comprises:
setting configuration conditions according to the terminal number data;
and determining the page version data corresponding to the configuration condition.
3. The method according to claim 1 or 2, wherein the setting of the configuration condition according to the terminal number data comprises:
selecting an attribute item of the terminal number;
and setting the attribute value in the attribute item range.
4. The method according to any one of claims 1 to 3, wherein the terminal number data includes a terminal number tail number and a terminal number length;
and the attribute items are the tail number of the terminal number and the length of the terminal number.
5. The method of any of claims 1 to 4, wherein determining page version data using the version configuration rule based on the unregistered user information comprises:
acquiring address information indicated by the unregistered user information, wherein the address information is used for indicating a configuration information path matched with the unregistered user information, and the configuration information is used for recording the mapping relation between the unregistered user information and the page version data;
and acquiring the configuration information according to the path, and acquiring the page version data matched with the information of the unregistered user from the mapping relation recorded by the configuration information.
6. The method according to any one of claims 1 to 5, wherein the obtaining of the unregistered user information comprises:
acquiring a page access request of the user who does not log in;
and obtaining the information of the unregistered user based on the page access request of the unregistered user.
7. The method according to any one of claims 1 to 6, further comprising, after the receiving the unregistered user behavior data on the version page sent by the user terminal:
analyzing the behavior data of the user who does not log in to obtain the test data of the version page.
8. An apparatus for user behavior data collection, comprising:
the system comprises a user information module, a login control module and a login control module, wherein the user information module is used for acquiring information of a user who does not log in through a user terminal, and the information of the user who does not log in comprises terminal number data of the user who does not log in;
the version configuration rule module is used for constructing a version configuration rule;
the page version data module is used for determining page version data by utilizing the version configuration rule based on the information of the unregistered user;
the processing module is used for sending the page version data to the user terminal so as to enable the user terminal to configure and display a version page;
and the user behavior data module is used for receiving the unregistered user behavior data on the version page sent by the user terminal.
9. An electronic device, comprising:
a processor; and the number of the first and second groups,
a memory storing computer-executable instructions that, when executed, cause the processor to perform the method of any of claims 1-7.
10. A computer readable storage medium, characterized in that the computer readable storage medium stores one or more programs which, when executed by a processor, implement the method of any of claims 1-7.
CN201911330583.3A 2019-12-20 2019-12-20 Method and device for collecting user behavior data and electronic equipment Pending CN111190816A (en)

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104978267A (en) * 2015-06-24 2015-10-14 小米科技有限责任公司 Web page testing method, terminal and server
US9400774B1 (en) * 2011-01-12 2016-07-26 Optimizely, Inc. Multi-page website optimization
CN108536608A (en) * 2018-04-25 2018-09-14 万惠投资管理有限公司 Page versions test method and device

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9400774B1 (en) * 2011-01-12 2016-07-26 Optimizely, Inc. Multi-page website optimization
CN104978267A (en) * 2015-06-24 2015-10-14 小米科技有限责任公司 Web page testing method, terminal and server
CN108536608A (en) * 2018-04-25 2018-09-14 万惠投资管理有限公司 Page versions test method and device

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