CN107436940A - The method of web front-end Dynamic Display data based on user profile behavioural analysis - Google Patents
The method of web front-end Dynamic Display data based on user profile behavioural analysis Download PDFInfo
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- CN107436940A CN107436940A CN201710629307.1A CN201710629307A CN107436940A CN 107436940 A CN107436940 A CN 107436940A CN 201710629307 A CN201710629307 A CN 201710629307A CN 107436940 A CN107436940 A CN 107436940A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/957—Browsing optimisation, e.g. caching or content distillation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
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Abstract
The invention discloses a kind of method of the web front-end Dynamic Display data based on user profile behavioural analysis, including：Different page module ID is added by Web page module, and to each module；The page module ID and corresponding information behavior that server accesses according to user, assemble the page module ID for needing to return after user's login page next time and the page module ID priority is set, store the page module ID, page module ID priority and user's login ID；In the case that user's login ID when user accesses next time matches with the user's login ID stored, the info web for having corresponding data is showed into user.The information that the present invention needs in limited space representation user as far as possible on the premise of response speed is not influenceed, improves Consumer's Experience.
Description
Technical field
The present invention relates to Computer Applied Technology field, and in particular to before a kind of web based on user profile behavioural analysis
The method for holding Dynamic Display data.
Background technology
According to newest《China Internet trend report 2017》, (2007-2016) China Internet user between 10 years
Number permeability in population rises to 53.2% from 13%.Internet ratio shared in people live greatly improves, and interconnects
Net enterprise flourishes, and mobile Internet has led the trend of today's society.And the development of internet, it is closely bound up with website,
Website is the important channel of internet transmission information.Various news, social network sites, electric business website, enterprises propagandist website five spend eight
Door, these websites seem far from each other, and they have a common target in fact, that is, --- user.Website development people
Member is directed to improving always the access experience of user, with the raising of client service end allocation of computer, websites response speed
It is faster than in the past a lot, but in terms of web site contents, due to the development of big data, information content is huge, user there is an urgent need to compared with
Oneself thing interested is found in the short time, rather than the time is all spent on unwanted information is browsed.Existing skill
Art is only merely to remember the history that browses of user, and is then accessed when user's current accessed in push window displaying user
Thing, this is applied to electric business class website, but is also differed farther out from showing that different website classes is held according to the demand of user.
The content of the invention
Instant invention overcomes the deficiencies in the prior art, there is provided a kind of web front-end dynamic based on user profile behavioural analysis
The method of display data, it is intended on the premise of not influenceing websites response speed, analyze user behavior, accurately judge user
Demand, so as to show different Web page modules and content, improve Consumer's Experience.
In view of the above mentioned problem of prior art, according to one side disclosed by the invention, the present invention uses following technology
Scheme：
A kind of method of the web front-end Dynamic Display data based on user profile behavioural analysis, including：
Different page module ID is added by Web page module, and to each module；And determined according to the selection of user
Whether page module ID and corresponding information behavior be sent to server；
Server receives page module ID, the page module ID and corresponding information behavior accessed according to user, assembles
Page module ID and the setting page module ID priority returned is needed after user's login page next time, is deposited
Store up the page module ID, page module ID priority and user's login ID；
User next time access when user's login ID with storage user's login ID match in the case of, server according to
The info web for having corresponding data is showed user by the page module ID and page module ID priority of storage.
In order to which the present invention is better achieved, further technical scheme is：
According to one embodiment of the invention, the web front-end is divided into presentation layer, mathematical logic process layer and data
Cache layer, the presentation layer are used to show the information behavior occurred, and the mathematical logic process layer is used to record described information row
Analyzed for and to the behavior label of record, the data buffer storage layer is used to store the behavior label after analysis.
According to another embodiment of the invention, the cache layer is cached by HTML5 localStorage
Storage.
According to another embodiment of the invention, user's selection is not by page module ID and corresponding information behavior
In the case of being sent to server, then the cache information inside localStorage is removed.
According to another embodiment of the invention, the user selects to determine page module ID and corresponding information row
In the case of being sent to server, then the cache information inside localStorage is packaged as JSON forms, uses AJAX
JSON packets are transferred to server by technology.
According to another embodiment of the invention, when user accesses next time, the mathematical logic process layer hair of front end
Going out AJAX request to server, server is according to ID removal search, if without corresponding data, return value is sky, if
Corresponding data, then return to front end page module I D and module priority.
The present invention can also be：
According to another embodiment of the invention, analysis of the mathematical logic layer to behavior label is：
The visiting page url of user and number are recorded, cursor is in the residence time of each page module, user clicks on links
The number browsed into each module page, record user enter and leave the time of the page；
An array is created, by all push of search key each time of user to the end of array；
The total duration that user stops in this page is calculated, calculates user in each page module residence time percentage
Than；
User is calculated in the clickthrough total degree of the page, calculates the percentage that the link number of each module is clicked.
According to another embodiment of the invention, the selection of the user is：The page is logged off or leaves in user
When ask the user whether to need to browse record according to this and formulate exclusive private page.
According to another embodiment of the invention, the page module ID, page module ID priority and user log in
ID is stored into the customization webpage table of database.
According to another embodiment of the invention, the server is according to module stay time percentage and module by point
Percentage of time is hit to assemble module I D and set priority.
Compared with prior art, one of beneficial effects of the present invention are：
The method of a kind of web front-end Dynamic Display data based on user profile behavioural analysis of the present invention, according to user
Information behavior show different Web page module and content, and front end assume responsibility for the work of data buffer storage and partial data analysis
Make, reduce server end pressure, needed as far as possible in limited space representation user on the premise of response speed is not influenceed
The information wanted, improves Consumer's Experience.
Brief description of the drawings
, below will be to embodiment for clearer explanation present specification embodiment or technical scheme of the prior art
Or the required accompanying drawing used is briefly described in the description of prior art, it should be apparent that, drawings in the following description are only
It is the reference to some embodiments in present specification, for those skilled in the art, is not paying creative work
In the case of, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is according to the web front-end of one embodiment of the invention and the block architecture diagram of server.
Fig. 2 is the schematic flow sheet according to the Dynamic Display data of one embodiment of the invention.
Embodiment
The present invention is described in further detail with reference to embodiment, but the implementation of the present invention is not limited to this.
As depicted in figs. 1 and 2, a kind of design side of the web front-end Dynamic Display data based on user profile behavioural analysis
Method, comprise the following steps：
Step 1, Web page module, different ID is added to each module, be easy to record user profile behavior and behaviour
Make the Dynamic Display of module；
Step 2, web front-end is divided into presentation layer, mathematical logic process layer, data buffer storage layer；
Step 3, when user log in after presentation layer occur information behavior when, mathematical logic process layer will record these behaviors
And behavior label is analyzed；
Preferably, described behavior label is divided into user browsing behavior and retrieval behavior label, including user comes to visit the page
Url, User Page each module residence time, user clicks on links enter number, user search number that each module page browses
More keyword, user enter page time, user leaves page time etc..
Further, analysis of the described mathematical logic layer to behavior label be：
The visiting page url of user and number are recorded, cursor is in the residence time (superposition) of each page module, Yong Hudian
The number (superposition) for being linked into each module page and browsing is hit, record user enters and leaves the time of the page；
An array is created, by all push of search key each time of user to the end of array；
The total duration that user stops in this page is calculated, calculates user in each page module residence time percentage
Than；
User is calculated in the clickthrough total degree of the page, calculates the percentage that the link number of each module is clicked.
The localStorage buffer memories that behavior label after analysis is passed through HTML5 by step 4, mathematical logic process layer
Get up；
Step 5, ask the user whether to need to browse record formulation according to this when user logs off or leaves the page
Exclusive private page；
If step 6, user's selection are no, the cache information inside localStorage is removed；If user's selection is,
The cache information inside localStorage is then packaged as JSON forms, uses AJAX (Asynchronous JavaScript
And XML, asynchronous JavaScript and XML) JSON packets are transferred to server by technology；
After step 7, server receive JSON packets, to the content in bag and analyze, next time should assemble
The page module ID returned is needed after user's login page, and these ID priority is set；
Preferably, server is clicked percentage of time to assemble module according to module stay time percentage and module
ID simultaneously sets priority.
Step 8, server are by the login ID of user and corresponding page module ID and priority storage into database
Customize in webpage table；
Step 9, when user accesses next time, the mathematical logic process layer of front end sends AJAX request to server, clothes
Device be engaged according to ID removal search customization web data table, if without corresponding data, return value is sky, if corresponding number
According to then returning to front end page module I D and module priority；
Step 10, the mathematical logic process layer of front end get the data of server return, if sky, then show original
The page, if data, then corresponding module is arranged to by show according to the module I D values of return, other modules are arranged to
hide；
Step 11, after showing which module has determined, mathematical logic process layer is according to pair for wanting display module
Priority is answered to determine the wide high proportion of the module, presentation layer show, hide value and wide high proportion according to corresponding to module are shown
Customized web page.
To sum up, the present invention customizes individual by the analysis to user profile behavior to show more users content interested
The exclusive website of people, Consumer's Experience is improved, so as to improve the visit capacity of website.
" one embodiment " for being spoken of in this manual, " another embodiment ", " embodiment ", etc., refer to tying
Specific features, structure or the feature for closing embodiment description are included at least one embodiment of the application generality description
In.It is not necessarily to refer to same embodiment that statement of the same race, which occur, in multiple places in the description.Appoint furthermore, it is understood that combining
When one embodiment describes a specific features, structure or feature, what is advocated is this to realize with reference to other embodiment
Feature, structure or feature are also fallen within the scope of the present invention.
Although reference be made herein to invention has been described for multiple explanatory embodiments of the invention, however, it is to be understood that
Those skilled in the art can be designed that a lot of other modifications and embodiment, and these modifications and embodiment will fall in this Shen
Please be within disclosed spirit and spirit.More specifically, can be to master in the range of disclosure and claim
The building block and/or layout for inscribing composite configuration carry out a variety of variations and modifications.Except what is carried out to building block and/or layout
Outside variations and modifications, to those skilled in the art, other purposes also will be apparent.
Claims (10)
- A kind of 1. method of the web front-end Dynamic Display data based on user profile behavioural analysis, it is characterised in that including：Different page module ID is added by Web page module, and to each module；And determined whether according to the selection of user Page module ID and corresponding information behavior are sent to server；Server receives page module ID, the page module ID and corresponding information behavior accessed according to user, assembles next Page module ID and the setting page module ID priority returned is needed after secondary user's login page, stores institute State page module ID, page module ID priority and user's login ID；In the case that user's login ID when user accesses next time matches with the user's login ID stored, server is according to storage The page module ID or page module ID priority the info web for having corresponding data is showed into user.
- 2. the method for the web front-end Dynamic Display data according to claim 1 based on user profile behavioural analysis, it is special Sign is that the web front-end is divided into presentation layer, mathematical logic process layer and data cache layer, and the presentation layer, which is used to show, to be sent out Raw information behavior, the mathematical logic process layer is used to record described information behavior and the behavior label to record divides Analysis, the data buffer storage layer are used to store the behavior label after analysis.
- 3. the method for the web front-end Dynamic Display data according to claim 2 based on user profile behavioural analysis, it is special Sign is that the cache layer carries out buffer memory by HTML5 localStorage.
- 4. the method for the web front-end Dynamic Display data according to claim 3 based on user profile behavioural analysis, it is special In the case that sign is that page module ID and corresponding information behavior are not sent to server by user's selection, then remove Cache information inside localStorage.
- 5. the method for the web front-end Dynamic Display data according to claim 3 based on user profile behavioural analysis, it is special Sign is that the user is selected in the case of determining page module ID and corresponding information behavior being sent to server, then will Cache information inside localStorage is packaged as JSON forms, and JSON packets are transferred into service using AJAX technologies Device.
- 6. the method for the web front-end Dynamic Display data according to claim 5 based on user profile behavioural analysis, it is special Sign is when user accesses next time, and the mathematical logic process layer of front end sends AJAX request to server, server according to ID removal search, if without corresponding data, return value is sky, if corresponding data, then returns to front end page module ID and module priority.
- 7. the method for the web front-end Dynamic Display data according to claim 2 based on user profile behavioural analysis, it is special Sign is that analysis of the mathematical logic layer to behavior label is：The visiting page url of user and number are recorded, cursor enters in the residence time of each page module, user clicks on links The number that each module page browses, record user enter and leave the time of the page；An array is created, by all push of search key each time of user to the end of array；The total duration that user stops in this page is calculated, calculates user in each page module residence time percentage；User is calculated in the clickthrough total degree of the page, calculates the percentage that the link number of each module is clicked.
- 8. the method for the web front-end Dynamic Display data according to claim 1 based on user profile behavioural analysis, it is special Sign is that the selection of the user is：Ask the user whether to need to be browsed according to this when user logs off or leaves the page Record formulates exclusive private page.
- 9. the method for the web front-end Dynamic Display data according to claim 1 based on user profile behavioural analysis, it is special Sign is in the customization webpage table for storing to database in the page module ID, page module ID priority and user's login ID.
- 10. the method for the web front-end Dynamic Display data according to claim 1 based on user profile behavioural analysis, its It is characterised by that the server is clicked percentage of time to assemble module I D according to module stay time percentage and module And priority is set.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201710629307.1A CN107436940B (en) | 2017-07-28 | 2017-07-28 | Method for dynamically displaying data at web front end based on user information behavior analysis |
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| CN201710629307.1A CN107436940B (en) | 2017-07-28 | 2017-07-28 | Method for dynamically displaying data at web front end based on user information behavior analysis |
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| CN107436940A true CN107436940A (en) | 2017-12-05 |
| CN107436940B CN107436940B (en) | 2020-10-23 |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109525680A (en) * | 2019-01-17 | 2019-03-26 | 恒峰信息技术有限公司 | A kind of data push method based on web system |
| CN112825085A (en) * | 2019-11-20 | 2021-05-21 | 珠海格力电器股份有限公司 | File push optimization method, storage medium, device and terminal equipment |
| CN117348870A (en) * | 2023-09-20 | 2024-01-05 | 北京安锐卓越信息技术股份有限公司 | Page customization method and device, medium and electronic equipment |
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| US20140074704A1 (en) * | 2012-09-11 | 2014-03-13 | Cashstar, Inc. | Systems, methods and devices for conducting transactions with electronic passbooks |
| CN106227874A (en) * | 2016-07-29 | 2016-12-14 | 中国传媒大学 | A kind of mobile news client based on UCL |
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Patent Citations (3)
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| US20140074704A1 (en) * | 2012-09-11 | 2014-03-13 | Cashstar, Inc. | Systems, methods and devices for conducting transactions with electronic passbooks |
| CN103051684A (en) * | 2012-12-07 | 2013-04-17 | 百度在线网络技术（北京）有限公司 | Method, system and device for converting website into Web App for displaying |
| CN106227874A (en) * | 2016-07-29 | 2016-12-14 | 中国传媒大学 | A kind of mobile news client based on UCL |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109525680A (en) * | 2019-01-17 | 2019-03-26 | 恒峰信息技术有限公司 | A kind of data push method based on web system |
| CN112825085A (en) * | 2019-11-20 | 2021-05-21 | 珠海格力电器股份有限公司 | File push optimization method, storage medium, device and terminal equipment |
| CN117348870A (en) * | 2023-09-20 | 2024-01-05 | 北京安锐卓越信息技术股份有限公司 | Page customization method and device, medium and electronic equipment |
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| CN107436940B (en) | 2020-10-23 |
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