CN107276821A - User behavior monitoring system and method - Google Patents
User behavior monitoring system and method Download PDFInfo
- Publication number
- CN107276821A CN107276821A CN201710559409.0A CN201710559409A CN107276821A CN 107276821 A CN107276821 A CN 107276821A CN 201710559409 A CN201710559409 A CN 201710559409A CN 107276821 A CN107276821 A CN 107276821A
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- Prior art keywords
- behavioural information
- state
- behavior
- user
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/04—Processing captured monitoring data, e.g. for logfile generation
- H04L43/045—Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
Abstract
The present invention discloses a kind of user behavior monitoring system, and it includes：View unit, receives user's request Concurrency and is sent to state storage unit, to user's display state；State storage unit, receives user's request that view unit is sent, collects behavioural information therein, behavior memory cell is sent to according to behavioural information more new state, and by the behavioural information being collected into；Behavior memory cell, stores the behavioural information being collected into.The invention also discloses a kind of user behavior monitoring method.
Description
Technical field
Field, particularly a kind of use based on React Redux event systems are monitored the present invention relates to networks congestion control
Family behavior monitoring method and monitoring system.
Background technology
User browsing behavior analysis is done, helps to lift website whole marketing effect.Businessman only has constantly improve user's body
Test, excavate the new pain spot of user.And showed on web site contents, the favor of user could be obtained.It is wide on present webpage
The general user behavior tracing system used, nearly all will go progress to bury a little, and can only collect some statistics, it is impossible to raw
The service condition of dynamic reproduction user.
The content of the invention
In view of this, the present inventor provides a kind of new solution, it is not necessary to bury a little, can be as record screen again
The usage scenario of existing user, just as Back In Time, can more intuitively provide analysis and improve the argument of product.
According to the first aspect of the invention, the present invention provides a kind of user behavior monitoring system, and it includes：
View unit, receives user and asks and distribute behavioural information to state storage unit, to user's display state；
State storage unit, collects the behavioural information that view unit is distributed, according to behavioural information more new state, and will collect
To behavioural information be sent to behavior memory cell；
Behavior memory cell, stores the behavioural information being collected into.
Preferably, the system also includes recovering and analysis unit, the behavioural information for transferring the storage of behavior memory cell,
State storage unit is distributed, behavioural information is converted into state change by state storage unit, is shown by view unit.
Preferably, the state storage unit includes behavior collection middleware, Reducer modules and state-storage module；
The behavior collects middleware and collects the behavioural information that view unit is distributed；
The Reducer modules are handled the behavioural information being collected into, and the behavioural information after processing is sent to behavior
Memory cell, and according to behavioural information more new state, the state of renewal is stored in state-storage module.
Preferably, the view unit includes UI render components, the visualization for state.
Preferably, the state includes but is not limited to：In User logs in state, user data, system route, form data
One or more
Preferably, the behavioural information includes but is not limited to：User logs in is registered, submission form, and one in accession page
Plant or a variety of
Preferably, the state storage unit is Redux state storage units.
Preferably, the view unit is React components.
Preferably, the UI render components include but is not limited to：The system page, list, data list, button, input frame
In one or more.
According to the second aspect of the invention, the present invention provides a kind of user behavior monitoring method, and it includes：
S110 subordinate act memory cell transfers the behavioural information of storage, and distributes state storage unit；
S120 handles the behavioural information polymerization, obtains new state；
The new state is sent to view unit by S130, is rendered and is shown.
Preferably, the behavioural information is obtained in the following way：
S 210 receives user's request, and distributes behavioural information；
S 220 collects the behavioural information；
S 230 polymerize the behavioural information, and the behavioural information of the polymerization is stored in into behavior memory cell.
Preferably, the new state obtained according to the behavioural information of the polymerization is stored in state-storage module.
Preferably, the view unit is React components.
Preferably, the state storage unit is Redux state storage units.
Preferably, step S 220 collects Middleware implementation by behavior.
Preferably, the behavior collects middleware and collects the behavioural information that the view unit is distributed, and calls
Reducer modules polymerize to behavioural information.
In certain embodiments of the present invention, the React components receive user's request, and store single to the state
Member distributes behavioural information.
Preferably, the behavior in the state storage unit collects middleware and collects the behavioural information.
Preferably, recovering and analysis unit subordinate act memory cell transfers the behavioural information of storage, and distributes state storage
Unit.
Preferably, each Redux state storage units are configured corresponding behavior collection middleware.
According to the third aspect of the invention we, the present invention provides a kind of user behavior monitoring system, and it includes：
First view unit, receives user and asks and distribute behavioural information to first state memory cell, shown to user
State；
First state memory cell, collects the behavioural information that the first view unit is distributed, according to behavioural information more new state,
And the behavioural information being collected into is sent to behavior memory cell；
Behavior memory cell, stores the behavioural information being collected into.
Preferably, the system also includes recovering and analysis unit, the behavioural information for transferring the storage of behavior memory cell,
Distribute to the second state storage unit, behavioural information is converted into state change, passes through the second view by the second state storage unit
Unit is shown.
Preferably, the first state memory cell includes behavior collection middleware, the first Reducer modules and the first shape
State memory module；
The behavior collects middleware and collects the behavioural information that the first view unit is distributed；
The first Reducer modules are handled the behavioural information being collected into, and the behavioural information after processing is sent
To the first behavior memory cell, and according to behavioural information more new state, the state of renewal is stored in first state memory module.
Preferably, first view unit includes UI render components, the visualization for state.
Preferably, second state storage unit includes the 2nd Reducer modules and the second state-storage module；It is described
2nd Reducer modules are handled the behavioural information distributed, and according to behavioural information more new state, the state of renewal is deposited
It is stored in the second state-storage module.
Preferably, second view unit includes UI render components, the visualization for state.
According to the fourth aspect of the invention, the present invention provides a kind of user behavior monitoring system, and it includes：
Behavior memory cell, stores the behavioural information being collected into；
Recovering and analysis unit, the behavioural information for transferring the storage of behavior memory cell distributes to the second state and stores single
Member；
Second state storage unit, for behavioural information to be converted into state change, and is sent to the second view unit；
Second view unit, for display state change.
In certain embodiments of the present invention, the behavioural information of the behavior memory cell storage is obtained by user terminal
.
Preferably, the user terminal includes：
First view unit, receives user and asks and distribute behavioural information to first state memory cell；
First state memory cell, collects the behavioural information that the first view unit is distributed, according to behavioural information more new state,
And the behavioural information being collected into is sent to behavior memory cell.
Preferably, the first state memory cell includes behavior collection middleware, the first Reducer modules and the first shape
State memory module；
The behavior collects middleware and collects the behavioural information that the first view unit is distributed；
The first Reducer modules are handled the behavioural information being collected into, and the behavioural information after processing is sent
To the first behavior memory cell, and according to behavioural information more new state, the state of renewal is stored in first state memory module.
Brief description of the drawings
By reading with reference to the detailed description made to non-limiting example that once accompanying drawing is made, of the invention other
Feature, objects and advantages will become more apparent upon：
Fig. 1 is the flow chart of user behavior monitoring method according to certain embodiments of the present invention.
Fig. 2 is the stream of the user behavior information of user behavior monitoring method according to certain embodiments of the present invention
Cheng Tu.
Fig. 3 is the schematic diagram of the user behavior monitoring system according to some embodiments of the invention.
Fig. 4 is the signal of the Data Collection of the user behavior monitoring system according to certain specific embodiments of the invention
Figure.
Fig. 5 is according to the signal of the data review andanalysis of the user behavior monitoring system of certain specific embodiments of the invention
Figure.
Embodiment
In the following description, a large amount of concrete details are given to provide more thorough understanding of the invention.So
And, it will be apparent to one skilled in the art that the present invention can be able to without one or more of these details
Implement.In other examples, in order to avoid obscuring with the present invention, do not enter for some technical characteristics well known in the art
Row description.
Herein, term " behavior " (Action) is a kind of JavaScript code run in a browser, is thing
Part is bonded to each other with action.
Term " React " is a JAVASCRIPT storehouse for being used to build user interface.In the present invention, " React " is wrapped
Include React, React-Native or other do not change the modifications of React basic functions.
Term " Redux " is that there is provided the state of predictableization (state) management for JavaScript status containers.
Term " middleware " (Middleware) is to provide the software connected between system software and application software, in order to
Communication between each part of software, particularly application software, for the logic of the concentration of system software, are a kind of independent systems
Software or service routine, Distributed Application software shared resource between different technologies by this software.Middleware is located at
On the operating system of client/server, management computer resource and network communication.The system being connected, even if they have
There are a different interfaces, but remain to by middleware to exchange information each other.A critical path for performing middleware is information
Transmission.By middleware, application program may operate in multi-platform or OS environment.In modern information technologies application framework such as Web
Applied in service, Services Oriented Achitecture etc. than wide.In the present invention, middleware can be understood as with independent work(
The module or unit of energy.
Fig. 3 is the schematic diagram of the user behavior monitoring system according to some embodiments of the invention.
The change of whole front end system (user interface) can be considered to be made up of behavior one by one (Actions).Inventor sets
Think that just having obtained every next state using the design of Redux global states (state) becomes once these Actions are collected
The moment of change, like stop-motion animation.When needing analysis user behavior, collected Actions is passed through into special point again
Analysis system is reduced into page operation, that is, has reached the purpose of reappearing user operation.
As shown in figure 3, middleware is collected in behavior collects the behavioral data (Actions) from user interface, and it is stored in
Database.In analysis, the behavioral data deposited in recovering and analysis middleware (recovering and analysis unit) called data storehouse, accordingly
It is converted into state and displaying is rendered by front end system.Used front end system is preferably React+Redux in the present invention
System.
Data collection section as shown in Figure 4 is arranged on user terminal.In certain embodiments of the present invention, view unit
For React units.The view unit is used for user's display state, asks while receiving user and distributes behavioural information to shape
State memory cell.
View unit includes UI render components, the visualization for state.Specifically, view unit includes only negative
Blame stateless (stateless) component of rendering data and encapsulate stateful (stateful) component of user mutual logic.
Therefore, the state in the present invention also includes data mode and UI states.During user uses system, encapsulation
Stateful (stateful) component of user mutual logic distributes (dispatch) and user using going to state storage unit
For related Actions, the behavior in state storage unit (such as Redux) collects middleware and collects these Actions, utilizes
Reducer returns to new state (state).New state is stored in state-storage module (store).Meanwhile, it is collected into
Behavioural information is sent to behavior memory cell by API and stored.
New state is returned to view unit by state-storage module (store), calls UI render components to be rendered, so that
Displaying is in front of the user.
The behavior memory cell can not be in user terminal, but is located at high in the clouds or remote server.
Data review andanalysis part as shown in Figure 5 can be arranged on the user terminal of Data Collection, can also be arranged on it
In the front end system of his non-data collection.
Recovering and analysis unit subordinate act memory cell transfers the behavioural information of storage, and distributes state storage unit.Adjust
New state is returned to state-storage module with Reducer, and new state is returned into view unit, calls UI render components to carry out
Render, so as to show the corresponding user's operation of transferred behavioural information.
Technical scheme appearance before, if necessary to comprehensively collection user browse webpage behavior, it is necessary to
Webpage is buried a little everywhere, and the contact for being data that each buries a region, lacking each other collected, it is difficult to realize that user chases after
The purpose of track.
The present invention has been reached with low-down cost is previously required to the effect that user manually participates in investigation, on the one hand saves
Cost, on the other hand can do large-scale analysis, and best reference is provided for the design of product.
The invention is not restricted to above-mentioned embodiment, various changes can be carried out in the scope of the inventive concept.The present invention
It is illustrated by above-described embodiment, but it is to be understood that, the purpose that above-described embodiment is only intended to illustrate and illustrated,
And be not intended to limit the invention in described scope of embodiments.In addition it will be appreciated by persons skilled in the art that originally
Invention is not limited to above-described embodiment, according to present invention teach that more kinds of variants and modifications can also be made, these modifications
All fallen within modification within scope of the present invention.Protection scope of the present invention by the appended claims and its
Equivalent scope is defined.
Claims (10)
1. a kind of user behavior monitoring system, it includes：
View unit, receives user and asks and distribute behavioural information to state storage unit, to user's display state；
State storage unit, collects the behavioural information that distributes of view unit, according to behavioural information more new state, and will be collected into
Behavioural information is sent to behavior memory cell；
Behavior memory cell, stores the behavioural information being collected into.
2. system according to claim 1, wherein the system also includes recovering and analysis unit, for transferring behavior storage
The behavioural information of unit storage, distributes state storage unit, behavioural information is converted into state change by state storage unit, leads to
Cross view unit displaying.
3. system according to claim 1, wherein the state storage unit, which includes behavior, collects middleware, Reducer
Module and state-storage module；
The behavior collects middleware and collects the behavioural information that view unit is distributed；
The Reducer modules are handled the behavioural information being collected into, and the behavioural information after processing is sent to behavior storage
Unit, and according to behavioural information more new state, the state of renewal is stored in state-storage module.
4. system according to claim 1, wherein the view unit includes UI render components, for the visual of state
Change.
5. system according to claim 1, wherein the state includes：User logs in state, user data, system road
By the one or more in form data.
6. system according to claim 1, wherein the behavioural information includes：User logs in is registered, submission form, is accessed
One or more in the page.
7. a kind of user behavior monitoring method, it includes：
S110 subordinate act memory cell transfers the behavioural information of storage, and distributes state storage unit；
The behavioural information with Reducer processing, is obtained new state by S120；
The new state is sent to view unit by S130, is rendered and is shown.
8. method according to claim 7, wherein the behavioural information is obtained in the following way：
S 210 receives user's request, and distributes behavioural information；
S 220 collects the behavioural information；
Treated behavioural information with Reducer processing, is stored in behavior storage single by the behavioural information by S 230
Member.
9. method according to claim 8, wherein behavior collect middleware and collect the row that the view unit is distributed
For information, and Reducer modules are called to handle behavioural information.
10. method according to claim 8, wherein the view unit receives user's request, and is stored to the state
Unit distributes behavioural information.
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| CN109901893A (en) * | 2017-12-07 | 2019-06-18 | 腾讯科技（武汉）有限公司 | The method for managing data flow of applet |
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| CN106354786A (en) * | 2016-08-23 | 2017-01-25 | 冯村 | Visual analysis method and system |
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| CN103309884A (en) * | 2012-03-13 | 2013-09-18 | 阿里巴巴集团控股有限公司 | User behavior data collecting method and system |
| CN106250128A (en) * | 2016-07-26 | 2016-12-21 | 网易（杭州）网络有限公司 | The display processing method of user interface and device |
| CN106302008A (en) * | 2016-08-05 | 2017-01-04 | 腾讯科技（深圳）有限公司 | Data-updating method and device |
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