CN103198120B - Webpage display method and device and web page contents provide method and system - Google Patents
Webpage display method and device and web page contents provide method and system Download PDFInfo
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- CN103198120B CN103198120B CN201310113132.0A CN201310113132A CN103198120B CN 103198120 B CN103198120 B CN 103198120B CN 201310113132 A CN201310113132 A CN 201310113132A CN 103198120 B CN103198120 B CN 103198120B
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Abstract
A kind of Webpage display method and device and web page contents is provided to provide method and system.A kind of Webpage display method includes, performs following steps at webpage client: detect the web page operation that the content recommendation of display is performed on webpage by user；The web page operation information detected is sent to web page server；If described web page operation is page turn over operation, then receives the information of the content recommendation including renewal from web page server, and show the webpage of the information including described content recommendation.
Description
Technical field
The application relates to a kind of Webpage display method and device and web page contents provides method and system, especially
It relates to a kind of technology according to user to providing web page contents to operate information real-time update content recommendation.
Background technology
The website providing the content of multimedia including film, TV play, animation, variety show etc. would generally
The content that other users may be interested is recommended in reflection according to user's content (such as film) to providing.
Current content recommendation system is generally by setting up the content that complicated model calculating user may like, so
After when user accesses corresponding webpage, the content of recommendation is sent to user side.
But, user class during the visit, the content being presented to user be all based on previous feedback and
Generate；Even if when, in time access, the behavior generation significant change of user, existing commending system is also
The content recommendation of renewal cannot be recalculated in time according to the feedback of user.Such as, delete user
Some content items not liked, in the case of lower one page of leafing through the most again, it is recommended that system is in lower one page
That there is provided still can stay in content recommendation with the similar content item of content item that is that delete, without and
Time be deleted.Therefore, there is intelligent not enough problem in current content recommendation system.
Summary of the invention
It is an object of the invention to provide a kind of Webpage display method and device and web page contents provides method
And system, collect user's operation information for the content item provided, according to the operation information pair collected
Commending contents is marked, and in real time the content recommendation of renewal is supplied to user in working as time access,
Thus improve the intelligent of commending contents, and improve Consumer's Experience.
According to an aspect of the present invention, it is provided that a kind of Webpage display method, including, hold at webpage client
Row following steps: the web page operation that the content recommendation of display is performed on webpage by detection user；Will detection
To web page operation information be sent to web page server；If described web page operation is page turn over operation, then from
Web page server receives the information of the content recommendation including renewal, and display includes described content recommendation
The webpage of information.
Preferably, the web page operation of detection is one of following operation: the page turn over operation of user, user are to pushing away
Recommend content item to express and like, want the instruction seeing or abandon.
Preferably, described Webpage display method also includes: according to the user detected to recommending content items
Expression is liked, is wanted that the instruction seen or abandon updates the information of the content on webpage client about user preference.
Preferably, if described web page operation is page turn over operation, then in the information of the web page operation sent
Any information to the instruction of recommended content items purpose whether is there is not at current page before also including page turning.
Each step of described Webpage display method can be performed by JavaScript.
Another aspect according to invention, it is provided that a kind of webpage presents device, including: web page operation detection is single
Unit, for detecting the web page operation that the content recommendation of display is performed on webpage by user；Web-page requests is sent out
Send unit, for the web page operation information detected is sent to web page server；Web page contents receives single
Unit, if the described web page operation for the detection of web page operation detector unit is page turn over operation, then from webpage
Server receives the information of the content recommendation including renewal；Webpage display unit, includes described for display
The webpage of the information of content recommendation.
Preferably, the web page operation of web page operation detector unit detection is one of following operation: user turns over
Recommending content items is expressed and is liked, wants the instruction seeing or abandon by page operations, user.
Preferably, described webpage presents device and also includes: web page contents processing unit, for according to inspection
Recommending content items expression is liked, is wanted that the instruction seen or abandon updates pass on webpage client by the user surveyed
Information in the content of user preference.
Preferably, if described web page operation is page turn over operation, then web-page requests transmitting element is in transmission
Whether do not occur any to recommending content items before the information of web page operation also includes page turning at current page
The information of instruction.
According to a further aspect in the invention, it is provided that a kind of web page contents provides method, and described method includes,
At web page server end, perform following steps: receive instruction user from webpage client and content recommendation is held
The web page operation information of the web page operation of row；According to the web page operation information received, described user is pushed away
Recommend preference to be marked；If the web page operation information instruction page turn over operation received, then according to previously to institute
State the content recommendation marking generation renewal that the recommendation preference of user is carried out, and the content recommendation that will update
Information be sent to described webpage client.
Preferably, described web page operation is one of following operation: the page turn over operation of user, user are to recommendation
Content item is expressed and is liked, wants the instruction seeing or abandon.
Preferably, if the web page operation information instruction page turn over operation received, the most also from the webpage behaviour received
Make information extraction about whether do not occur before page turning any to recommended content items purpose instruction information, according to
Described about whether not occurring any information to the instruction of recommended content items purpose to described user's before page turning
Recommending preference to be marked, the mark according to described user previously recommended that preference carried out generates renewal
Content recommendation, and the information of the content recommendation of renewal is sent to described webpage client.
Preferably, according to the web page operation information received, the recommendation preference of described user is marked
Time, for user, recommending content items expression liked, want that the instruction seen gives different positive feedback weights,
For do not occur before user's page turning any to recommended content items purpose instruction and user to recommending content items
Express the instruction abandoned and give different negative-feedback weights.
Preferably, described method also includes: in the web page operation information received, user is to recommending
Appearance project is expressed and is liked, wants the instruction seeing or abandon, updates the liking of described user, wants to see list.
According to a further aspect in the invention, it is provided that a kind of web page contents provides system, and described system includes:
Web-page requests receives unit, for receiving, from webpage client, the webpage that content recommendation is performed by instruction user
The web page operation information of operation；Recommend indexing unit, for according to the web page operation information received, to institute
The recommendation preference stating user is marked；Content recommendation signal generating unit, for if it is determined that receive webpage
Operation information instruction page turn over operation, then according to recommending indexing unit previously to enter the recommendation preference of described user
The mark of row generates the content recommendation updated；Web page contents transmitting element, for the content recommendation that will update
Information be sent to described webpage client.
Preferably, described web page operation is one of following operation: the page turn over operation of user, user are to recommendation
Content item is expressed and is liked, wants the instruction seeing or abandon.
Preferably, if receive web page operation information instruction page turn over operation, then recommend indexing unit also from
Whether the web page operation information extraction received is any to the instruction of recommended content items purpose about not occurring before page turning
Information, according to described about whether do not occur before page turning any to recommended content items purpose instruction information
The recommendation preference of described user is marked, it is recommended that content generation unit is according to previously to described user's
The mark recommending preference to carry out generates the content recommendation updated, and web page contents transmitting element is by renewal
The information of content recommendation is sent to described webpage client.
Preferably, it is recommended that indexing unit is according to the web page operation information received, the recommendation to described user
When preference is marked, for user, recommending content items expression liked, want that the instruction seen gives difference
Positive feedback weight, for do not occur before user's page turning any to recommended content items purpose instruction and user
Recommending content items is expressed the instruction abandoned and gives different negative-feedback weights.
Preferably, described system also includes: web-page requests processing unit, for according to the webpage received
In operation information, recommending content items is expressed and is liked, wants the instruction seeing or abandon by user, updates described use
The liking of family, want to see list.
Accompanying drawing explanation
Will be become by the description carried out below in conjunction with the accompanying drawings, the above and other purpose of the present invention and feature
Obtain clearer, wherein:
Fig. 1 is the flow chart of the Webpage display method illustrating the exemplary embodiment according to the present invention；
Fig. 2 is to illustrate the flow chart that the web page contents of the exemplary embodiment according to the present invention provides method；
Fig. 3 is to illustrate the content item that the Webpage display method of the exemplary embodiment according to the present invention shows
The example of part web interface；
Fig. 4 is to illustrate the logic diagram that the webpage of the exemplary embodiment according to the present invention presents device；
Fig. 5 is to illustrate the box that the web page contents of the exemplary embodiment according to the present invention provides system
Figure.
Detailed description of the invention
Hereinafter, with reference to the accompanying drawings to describe embodiments of the invention in detail.
The basic inventive concept of the present invention is, webpage client collects user in the recommendation of display in webpage
The operation behavior held, and described operation behavior information is sent to web page server；At server end,
The preference of user is marked by the operation behavior information according to receiving；When user performs page turn over operation,
Server end recalculates content recommendation according to the preference label being previously described user, and will update
Content recommendation be sent to client.
Fig. 1 is the flow chart of the Webpage display method illustrating the exemplary embodiment according to the present invention.Fig. 4
Shown in the webpage as webpage client present device for realizing the Webpage display method of Fig. 1.
With reference to Fig. 1, in step S110, webpage presents the device detection user recommendation to display on webpage
The web page operation that content performs.According to the exemplary embodiment of the present invention, the web page operation of described detection is
One of following operation: recommending content items expression is liked, wanted to see or lose by the page turn over operation of user, user
The instruction abandoned.On the webpage of display, can be that each content item shown is provided for user and indicates it
Recommending content items is liked, wants the button seeing or abandon, such as on the web interface shown in Fig. 3,
" wanting to see ", " liking " and dustbin button it is designed with, therefore, according to the present invention under each content item
Webpage present device can when user clicks on described button and clicks on the page-turning button on the page detection institute
State the web page operation of user, but be not limited to said circumstances.
According to a preferred embodiment of the invention, webpage presents the device user always according to detection to content recommendation
Project expression is liked, is wanted that the instruction seen or abandon updates the content on webpage client about user preference
Information (not shown).Such as, when user clicks on " liking " button for the setting of certain content item,
Then by described content item record in " liking " contents list of user.
In step S120, webpage presents device and the web page operation information detected is sent to web service
Device.Webpage presents device can be sent to webpage clothes in HTTP request by described web page operation information-package
Business device.
At operation S130, webpage presents device and determines that the described web page operation detected is page turning behaviour
Make.If it is determined that described web page operation is page turn over operation, then in step S140, webpage presents device from net
Page server receives the information of the content recommendation including renewal, and in step S150, webpage presents device
Display includes the webpage of the information of described content recommendation.
HTTP request is typically all returned corresponding http response by web page server.But, according to this
The Webpage display method of invention, if the web page operation information instruction page turn over operation sent, then takes at webpage
The http response that business device returns will also include the information of the content recommendation of renewal；And for other net
Page operations, the http response of return can only include the confirmation (ACK) to described HTTP request.Certainly,
As required, described http response may also comprise other web displaying information or status informations.
According to a preferred embodiment of the invention, if described web page operation is page turn over operation, then webpage presents
It is any right whether device does not occurs at current page before also including page turning in the information of the web page operation sent
The information of recommended content items purpose instruction, thus user can be provided current page to server end in real time
In content item generally hobby or the feedback repelled, hereafter, webpage presents device in step S140
Whether the information of content recommendation of the renewal received is not sent out at current page before can being based partially on the page turning of transmission
Raw any information to the instruction of recommended content items purpose.
According to an alternative embodiment of the invention, each of described Webpage display method is performed by JavaScript
Individual step.
Fig. 2 is to illustrate the flow chart that the web page contents of the exemplary embodiment according to the present invention provides method.
The web page contents as web page server end shown in Fig. 5 provide system for realize the webpage of Fig. 2 in
Existing method.
With reference to Fig. 2, in step S210, web page contents provides system to receive instruction user from webpage client
Web page operation information to the web page operation that content recommendation performs.According to the exemplary embodiment of the present invention,
Described web page operation is one of following operation: recommending content items is expressed by the page turn over operation of user, user
Like, want the instruction seeing or abandon.When the page turn over operation of the web page operation information instruction user received,
Whether described web page operation information can also include about not occurring before page turning any to refer to recommended content items purpose
The information shown.
In step S220, web page contents provides the system web page operation information according to receiving, to described user
Recommendation preference be marked.
The instruction positive feedback of web page operation information that described web page operation information comprises or negative-feedback and dominant instead
Feedback or explicit feedback.Such as, recommending content items expression is liked, is wanted that sees or abandon is designated as by user
Dominant feedback, about whether do not occur before page turning any to recommended content items purpose instruction be then considered as recessiveness
Feedback；Recommending content items expression is liked, is wanted that the instruction seen is positive feedback by user, and user abandons and pushes away
The instruction recommending content item is negative-feedback, any to the instruction of recommended content items purpose about not occurring before page turning
For negative-feedback etc..Additionally, every kind of operation information representation user is to the preference/detest degree of content item the most not
With.
Therefore, according to the exemplary embodiment of the present invention, in the web page operation information according to reception, to institute
Stating the recommendation preference of user when being marked, web page contents provides system for user to recommending content items
Expression is liked, is wanted that the instruction seen gives different positive feedback weights, any for not occurring before user's page turning
Recommending content items is expressed the instruction abandoned by the instruction of recommended content items purpose and user and gives different
Negative-feedback weight.
In step S230, web page contents provides system to determine whether the web page operation information of reception indicates page turning
Operation.If it is determined that the web page operation information instruction page turn over operation received, then in step S240, webpage
Hold offer system to generate in the recommendation updated according to the mark that described user previously recommended that preference carried out
Hold.As required, web page contents offer system can be according to previously recommending preference to carry out described user
Mark, in conjunction with the user preferences modeling typically set up and proposed algorithm in the recommendation recalculating renewal
Hold, or in order to control operand, according to the previous recommendation preference to described user to based on having recommended
The recommending data that model/algorithm produces is updated (order or the deletion partial content such as Suitable content project
Project etc.).
In step S250, the information of the content recommendation of renewal is sent to described webpage client.
According to a preferred embodiment of the invention, if the web page operation information instruction page turn over operation received, then
Whether web page contents provides system also any about not occurring before page turning from the web page operation information extraction received
Whether the information to the instruction of recommended content items purpose, according to described any to recommendation about not occurring before page turning
The recommendation preference of described user is marked by the information of the instruction of content item, according to previously to described use
The mark that the recommendation preference at family is carried out generates the content recommendation updated, and the letter of the content recommendation by renewal
Breath is sent to described webpage client.
According to a preferred embodiment of the invention, web page contents provides the system web page operation letter always according to receiving
In breath, recommending content items is expressed and is liked, wants the instruction seeing or abandon by user, updates the happiness of described user
Vigorously, want to see list.
Fig. 4 is to illustrate the logic diagram that the webpage of the exemplary embodiment according to the present invention presents device.Make
For the webpage of webpage client present device such as desktop computer, notebook computer, panel computer and
Realizing in the computer system of smart mobile phone etc., it is mutual to relevant web page server, to send webpage
Download request and receive response.
With reference to Fig. 4, webpage presents device and includes web page operation detector unit 410, web-page requests transmitting element
430, web page contents receives unit 440 and webpage display unit 450.
Web page operation detector unit 410 is for detecting what user's content recommendation to display on webpage performed
Web page operation.The web page operation of web page operation detector unit detection can be one of following operation: user
Recommending content items is expressed and is liked, wants the instruction seeing or abandon by page turn over operation, user, but is not limited to this
A little operations.
Web-page requests transmitting element 430 is for being sent to web service by the web page operation information detected
Device.According to a preferred embodiment of the invention, if described web page operation is page turn over operation, then web-page requests
Whether transmitting element 430 is not sent out at current page before also including page turning in the information of the web page operation sent
Raw any information to the instruction of recommended content items purpose.
If web page contents receives the unit 440 described web page operation for the detection of web page operation detector unit
It is page turn over operation, then receives the information of the content recommendation including renewal from web page server.
Webpage display unit 450 includes the webpage of the information of described content recommendation for display.
According to a preferred embodiment of the invention, described webpage presents device and also includes web page contents processing unit
420, for the user according to detection, recommending content items expression liked, want that the instruction seen or abandon updates
About the information of content of user preference on webpage client.
Fig. 5 is to illustrate the box that the web page contents of the exemplary embodiment according to the present invention provides system
Figure.Realized present disclosure by the computer system webpage of web page server end and system is provided, described interior
Hold offer system to realize on one or more computer.
With reference to Fig. 5, according to the web page contents of the present invention provide system include web-page requests receive unit 510,
Recommend indexing unit 530, content recommendation signal generating unit 540 and web page contents transmitting element 550.
Web-page requests receives unit 510 and performs content recommendation for receiving instruction user from webpage client
The web page operation information of web page operation.Described web page operation can be one of following operation: user turns over
Recommending content items is expressed and is liked, wants the instruction seeing or abandon by page operations, user.
Recommending indexing unit 530 for according to the web page operation information received, the recommendation to described user is inclined
It is marked well.
Content recommendation signal generating unit 540 is for if it is determined that the web page operation information instruction page turning received is grasped
Make, then generate renewal according to the mark recommending indexing unit that described user had previously recommended that preference carried out
Content recommendation.
Web page contents transmitting element 550 for being sent to described webpage visitor by the information of the content recommendation of renewal
Family end.
According to a preferred embodiment of the invention, if the web page operation information instruction page turn over operation received, then
Recommend indexing unit 530 also any about whether not occurring before page turning from the web page operation information extraction received
Whether the information to the instruction of recommended content items purpose, according to described any to recommendation about not occurring before page turning
The recommendation preference of described user is marked by the information of the instruction of content item, it is recommended that content generation unit
540 generate, according to the mark that described user previously recommended that preference carried out, the content recommendation updated, and
The information of the content recommendation of renewal is sent to described webpage client by web page contents transmitting element 550.
According to a preferred embodiment of the invention, it is recommended that indexing unit 530 is according to the web page operation letter received
Breath, when the recommendation preference of described user is marked, for user recommending content items expressed like,
Want that the instruction seen gives different positive feedback weights, any to content recommendation for not occurring before user's page turning
Recommending content items is expressed the instruction abandoned and is given different negative-feedback power by the instruction of project and user
Weight.
According to a preferred embodiment of the invention, described web page contents provides system also to include that web-page requests processes
Unit 520, for recommending content items expression being liked according to user in the web page operation information received,
Want the instruction seen or abandon, update the liking of described user, want to see list.
From above-mentioned referring to the drawings to the description of the exemplary embodiment of the present invention it can be seen that the net of the present invention
Page rendering method and device and web page contents provide method and system can from webpage client collect dominant or
Implicitly instruction user's preference information to content recommendation, and when user performs page turn over operation, working as
The content recommendation of renewal is supplied to user by secondary access in real time, thus improves the intelligent of commending contents,
And improve Consumer's Experience.
It may be noted that according to the needs implemented, can each step described in this application is split as more
Step, it is possible to the part operation of two or more steps or step is combined into new step, to realize
The purpose of the present invention.
Above-mentioned the method according to the invention can realize in hardware, firmware, or is implemented as being storable in
Software in record medium (such as CD ROM, RAM, floppy disk, hard disk or magneto-optic disk) or computer
Code, or the original storage being implemented through network download can at long-range record medium or nonvolatile machine
Read in medium and will be stored in the computer code in local recording medium, thus method described here
Use all-purpose computer, application specific processor or able to programme or specialized hardware (such as ASIC can be stored in
Or FPGA) record medium on such software process.Be appreciated that computer, processor,
Microprocessor controller or programmable hardware include the storage group that can store or receive software or computer code
Part (such as, RAM, ROM, flash memory etc.), when described software or computer code are by computer, place
When reason device or hardware access and execution, it is achieved processing method described here.Additionally, work as all-purpose computer
Accessing when the code of the process that realization is shown in which, all-purpose computer is converted to use by the execution of code
In the special-purpose computer performing the process being shown in which.
Although show and describing the present invention with reference to preferred embodiment, but those skilled in the art should managing
Solve, in the case of without departing from the spirit and scope of the present invention being defined by the claims, can be to these
Embodiment carries out various modifications and alterations.
Claims (13)
1. a Webpage display method for content recommendation system, including, walk below webpage client performs
Rapid:
The content recommendation based on existing recommended models/algorithm generation of display is held on webpage by detection user
The web page operation of row, wherein, the web page operation detected is that the page turn over operation of user or user are to recommendation
Content item is expressed and is liked, wants the instruction seeing or abandon；
The web page operation information detected is sent to web page server；
If described web page operation is page turn over operation, then receives from web page server and include according to based on reception
Web page operation information the recommendation preference of described user is marked and to based on existing recommended models/calculation
The information of content recommendation that the content recommendation that method produces is updated, and show and include pushing away of described renewal
Recommend the webpage of the information of content,
Wherein, if described web page operation is page turn over operation, then in the information of the web page operation sent also
Any information to the instruction of recommended content items purpose whether is there is not at current page including before page turning,
Wherein, on webpage, each recommending content items for display is provided for indicating user to recommendation
Content item likes, want the button seeing or abandon.
2. Webpage display method as claimed in claim 1, also includes: according to the user detected to recommendation
Content item expression is liked, is wanted that the instruction seen or abandon updates on webpage client about in user preference
The information held.
3. the Webpage display method as described in any one in claim 1-2, it is characterised in that pass through
JavaScript performs each step of described Webpage display method.
4. the webpage of content recommendation system presents a device, including:
Web page operation detector unit, for detect user on webpage to display based on existing recommended models/
The web page operation that the content recommendation that algorithm produces performs, wherein, the net that web page operation detector unit detects
Page operations is the page turn over operation of user or recommending content items is expressed and liked, wants to see or abandon by user
Instruction；
Web-page requests transmitting element, for being sent to web page server by the web page operation information detected；
Web page contents receives unit, if the described web page operation for the detection of web page operation detector unit is
Page turn over operation, then receive from web page server and include according to web page operation information based on reception described use
The recommendation preference at family is marked and carries out the content recommendation produced based on existing recommended models/algorithm more
The information of new content recommendation；
Webpage display unit, includes the webpage of the information of the content recommendation of described renewal for display,
Wherein, if described web page operation is page turn over operation, then web-page requests transmitting element is at the net sent
Whether do not occur any to recommended content items purpose before the information of page operations also includes page turning at current page
The information of instruction,
Wherein, on webpage, each recommending content items for display is provided for indicating user to recommendation
Content item likes, want the button seeing or abandon.
5. webpage as claimed in claim 4 presents device, also includes: web page contents processing unit, uses
In the user according to detection, recommending content items expression liked, want that the instruction more new web page seen or abandon is objective
About the information of content of user preference on the end of family.
6. the web page contents of content recommendation system provides a method, and described method includes, in web service
Device end, execution following steps:
The instruction user content recommendation to producing is received based on existing recommended models/algorithm from webpage client
The web page operation information of web page operation performed, wherein, described web page operation be user page turn over operation or
Recommending content items is expressed and is liked, wants the instruction seeing or abandon by person user；
According to the web page operation information received, the recommendation preference of described user is marked；
If the web page operation information instruction page turn over operation received, then according to the previous recommendation to described user
The content recommendation produced based on existing recommended models/algorithm is updated by the mark generation that preference is carried out
Content recommendation, and the information of the content recommendation of renewal is sent to described webpage client,
Wherein, if the web page operation information instruction page turn over operation received, the most also from the web page operation received
Information extraction about whether do not occur before page turning any to recommended content items purpose instruction information,
Wherein, on webpage, each recommending content items for display is provided for indicating user to recommendation
Content item likes, want the button seeing or abandon.
7. method as claimed in claim 6, it is characterised in that according to described about before page turning the most not
Occur any information to the instruction of recommended content items purpose that the recommendation preference of described user is marked, root
Generate, according to the mark that described user previously recommended that preference carried out, the content recommendation updated, and will update
The information of content recommendation be sent to described webpage client.
8. method as claimed in claim 7, it is characterised in that in the web page operation information according to reception,
When the recommendation preference of described user is marked, for user recommending content items is expressed and like, think
The instruction seen gives different positive feedback weights, any to recommended content items for not occurring before user's page turning
Recommending content items is expressed the instruction abandoned and is given different negative-feedback weights by purpose instruction and user.
9. method as claimed in claim 8, also includes: according to user in the web page operation information received
Recommending content items is expressed and likes, want the instruction seeing or abandon, update the liking of described user, want to see
List.
10. the web page contents of content recommendation system provides a system, and described system includes:
Web-page requests receives unit, for receiving instruction user to based on having recommended mould from webpage client
The web page operation information of the web page operation that the content recommendation that type/algorithm produces performs, wherein, described webpage is grasped
As the page turn over operation of user or user recommending content items expressed and like, want the instruction seeing or abandon；
Recommend indexing unit, for according to the web page operation information received, the recommendation preference to described user
It is marked；
Content recommendation signal generating unit, is used for if it is determined that the web page operation information received indicates page turn over operation,
Then generate based on existing according to the mark recommending indexing unit that described user had previously recommended that preference carried out
The content recommendation that the content recommendation that recommended models/algorithm produces is updated；
Web page contents transmitting element, for being sent to described webpage client by the information of the content recommendation of renewal
End,
Wherein, if the web page operation information instruction page turn over operation received, then recommend indexing unit also from connecing
Receive web page operation information extraction about whether do not occur before page turning any to recommended content items purpose instruction
Information,
Wherein, on webpage, each recommending content items for display is provided for indicating user to recommendation
Content item likes, want the button seeing or abandon.
11. systems as claimed in claim 10, it is characterised in that according to described about before page turning whether
Do not occur any information to the instruction of recommended content items purpose that the recommendation preference of described user is marked,
Content recommendation signal generating unit generates pushing away of renewal according to the mark that described user previously recommended that preference carried out
Recommend content, and the information of the content recommendation of renewal is sent to described webpage visitor by web page contents transmitting element
Family end.
12. systems as claimed in claim 11, it is characterised in that recommend indexing unit according to reception
Web page operation information, when the recommendation preference of described user is marked, for user to content recommendation
Project expression is liked, is wanted that the instruction seen gives different positive feedback weights, does not occurs for before user's page turning
Any instruction abandoned the instruction of recommended content items purpose and user to recommending content items expression gives not
Same negative-feedback weight.
13. systems as claimed in claim 12, also include: web-page requests processing unit, for basis
In the web page operation information received, recommending content items is expressed and is liked, wants the instruction seeing or abandon by user,
Update the liking of described user, want to see list.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310113132.0A CN103198120B (en) | 2013-04-02 | 2013-04-02 | Webpage display method and device and web page contents provide method and system |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310113132.0A CN103198120B (en) | 2013-04-02 | 2013-04-02 | Webpage display method and device and web page contents provide method and system |
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| CN103198120A CN103198120A (en) | 2013-07-10 |
| CN103198120B true CN103198120B (en) | 2016-08-31 |
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| CN201310113132.0A Active CN103198120B (en) | 2013-04-02 | 2013-04-02 | Webpage display method and device and web page contents provide method and system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN103391320A (en) * | 2013-07-18 | 2013-11-13 | 百度在线网络技术（北京）有限公司 | Content recommending method and device based on interest point change |
| CN105354235A (en) * | 2015-10-08 | 2016-02-24 | 天脉聚源(北京)传媒科技有限公司 | Search result processing method and apparatus |
| CN106060637A (en) * | 2016-06-29 | 2016-10-26 | 乐视控股（北京）有限公司 | Video recommendation method, device and system |
| CN107239545A (en) * | 2017-06-05 | 2017-10-10 | 厦门美柚信息科技有限公司 | Realize the system and method for text message real-time recommendation |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101079824A (en) * | 2006-06-15 | 2007-11-28 | 腾讯科技（深圳）有限公司 | A generation system and method for user interest preference vector |
| CN101968802A (en) * | 2010-09-30 | 2011-02-09 | 百度在线网络技术（北京）有限公司 | Method and equipment for recommending content of Internet based on user browse behavior |
| CN102024031A (en) * | 2010-11-25 | 2011-04-20 | 百度在线网络技术（北京）有限公司 | Method and equipment used for providing second search result based on real-time search |
| CN102509233A (en) * | 2011-11-29 | 2012-06-20 | 汕头大学 | User online action information-based recommendation method |
| CN102682005A (en) * | 2011-03-10 | 2012-09-19 | 阿里巴巴集团控股有限公司 | Method and device for determining preference categories |
| CN102819555A (en) * | 2012-06-27 | 2012-12-12 | 北京奇虎科技有限公司 | Method and device for loading recommended information in read mode of webpage |
-
2013
- 2013-04-02 CN CN201310113132.0A patent/CN103198120B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101079824A (en) * | 2006-06-15 | 2007-11-28 | 腾讯科技（深圳）有限公司 | A generation system and method for user interest preference vector |
| CN101968802A (en) * | 2010-09-30 | 2011-02-09 | 百度在线网络技术（北京）有限公司 | Method and equipment for recommending content of Internet based on user browse behavior |
| CN102024031A (en) * | 2010-11-25 | 2011-04-20 | 百度在线网络技术（北京）有限公司 | Method and equipment used for providing second search result based on real-time search |
| CN102682005A (en) * | 2011-03-10 | 2012-09-19 | 阿里巴巴集团控股有限公司 | Method and device for determining preference categories |
| CN102509233A (en) * | 2011-11-29 | 2012-06-20 | 汕头大学 | User online action information-based recommendation method |
| CN102819555A (en) * | 2012-06-27 | 2012-12-12 | 北京奇虎科技有限公司 | Method and device for loading recommended information in read mode of webpage |
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