CN103391320A - Content recommending method and device based on interest point change - Google Patents
Content recommending method and device based on interest point change Download PDFInfo
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- CN103391320A CN103391320A CN2013103031581A CN201310303158A CN103391320A CN 103391320 A CN103391320 A CN 103391320A CN 2013103031581 A CN2013103031581 A CN 2013103031581A CN 201310303158 A CN201310303158 A CN 201310303158A CN 103391320 A CN103391320 A CN 103391320A
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Abstract
The invention provides a content recommending method and device based on interest point change. By obtaining client interest point information specific to first recommending information, the first recommending information is updated according to the interest point change information to generate second recommending information, so that content corresponding to a page turning request in the second recommending information can be sent to a client according to the received page turning request sent by the client. Due to the fact that the first recommending information is updated in real time according to the interest point change information of the client, the client does not only obtain the first recommending information after the interest point is changed, but obtains the updated second recommending information, and real-time performance of recommending is improved.
Description
Technical field
The present invention relates to the commending contents technology, relate in particular to a kind of content recommendation method and device that changes based on point of interest.
Background technology
Along with the development of Internet technology, increasing personalized service need to be provided, for example, with some commending contents to service of user etc.In existing commending contents service, recommended engine can be recommended the content recommendation relevant to these information to described client based on the information of the current browsing of client, the information of historical viewings or the information of current input etc., but the real-time of recommending is not high.
Summary of the invention
Many aspects of the present invention provide a kind of content recommendation method and device that changes based on point of interest, in order to improve the real-time of recommending.
According to an aspect of the present invention, provide a kind of content recommendation method that changes based on point of interest, comprising: obtain the point of interest change information of client for the first recommendation information; , according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information; Receive the page turning request that described client sends; , according to described page turning request, to described client, send the content corresponding with described page turning request in described the second recommendation information.
In described method, described acquisition client can comprise for the step of the point of interest change information of the first recommendation information: obtain the operation information of the user of described client to described the first recommendation information; , according to described operation information, obtain described point of interest change information.
In described method, described operation information can comprise at least one in following: pay close attention to or like at least one content in described the first recommendation information; And expression is not paid close attention to or disagreeable described the first recommendation information at least one content.
In described method, described according to described page turning request, the step that sends content corresponding with described page turning request in described the second recommendation information to described client can comprise: if the page that described page turning request is asked never by described client, shown, send the content corresponding with described page turning request in described the second recommendation information to described client.
In described method, after the step of the page turning request that the described client of described reception sends, also can comprise: if the page that described page turning request is asked once by described client, shown, send the content corresponding with described page turning request in described the first recommendation information to described client.
According to a further aspect in the invention, provide a kind of content recommendation device that changes based on point of interest, comprising: obtain unit, be used for obtaining the point of interest change information of client for the first recommendation information; Updating block, be used for according to described point of interest change information, upgrades described the first recommendation information, to generate the second recommendation information; Receiving element, be used for receiving the page turning request that described client sends; Transmitting element, be used for according to described page turning request, to described client, sends the content corresponding with described page turning request in described the second recommendation information.
In described device, described acquisition unit can specifically be used for obtaining the operation information of the user of described client to described the first recommendation information; And, according to described operation information, obtain described point of interest change information.
In described device, described operation information can comprise at least one in following: pay close attention to or like at least one content in described the first recommendation information; And expression is not paid close attention to or disagreeable described the first recommendation information at least one content.
In described device, if can be specifically being used for the page that described page turning request ask, described transmitting element never by described client, shown, send the content corresponding with described page turning request in described the second recommendation information to described client.
In described device, if also can be used for the page that described page turning request asks, described transmitting element once by described client, shown, send the content corresponding with described page turning request in described the first recommendation information to described client.
as shown from the above technical solution, the embodiment of the present invention is by obtaining the point of interest change information of client for the first recommendation information, and then according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information, make it possible to the page turning request that sends according to the described client that receives, send the content corresponding with described page turning request in described the second recommendation information to described client, due to the point of interest change information according to client, described the first recommendation information of real-time update, make client no longer still still obtain the first recommendation information after point of interest changes, but the second recommendation information after can obtaining to upgrade, thereby improved the real-time of recommending.
In addition, adopt technical scheme provided by the invention, can recommend the content of real-time update to client according to the point of interest change information of client, more flexibly effectively, thereby improved specific aim and the validity of recommending.
Description of drawings
By the description of embodiments of the invention being carried out below in conjunction with accompanying drawing, these and other aspects of exemplary embodiment of the present and advantage will become clear, and are easier to understand, wherein:
The schematic flow sheet of the content recommendation method that changes based on point of interest that Fig. 1 provides for one embodiment of the invention;
Fig. 2 is the current vernier safeguarded in embodiment corresponding to Fig. 1, sees vernier and deposited a position view of vernier;
Fig. 3 is the current vernier safeguarded in embodiment corresponding to Fig. 1, sees vernier and deposited the another location schematic diagram of vernier;
Fig. 4 is the current vernier safeguarded in embodiment corresponding to Fig. 1, sees vernier and deposited the another location schematic diagram of vernier;
Fig. 5 is the current vernier safeguarded in embodiment corresponding to Fig. 1, sees vernier and deposited the another location schematic diagram of vernier;
The structural representation of the content recommendation device that changes based on point of interest that Fig. 6 provides for another embodiment of the present invention.
Embodiment
For the purpose, technical scheme and the advantage that make the embodiment of the present invention clearer, below in conjunction with the accompanying drawing in the embodiment of the present invention, technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is the present invention's part embodiment, rather than whole embodiment.Based on the embodiment in the present invention, those of ordinary skills, not making whole other embodiment that obtain under the creative work prerequisite, belong to the scope of protection of the invention.
Need to prove, in the embodiment of the present invention, related terminal can include but not limited to PC, portable computer, mobile phone, personal digital assistant (Personal Digital Assistant, PDA), wireless handheld device, wireless Internet access basis, multimedia player etc.
In addition, herein term " and/or ", be only a kind of incidence relation of describing affiliated partner, can there be three kinds of relations in expression, for example, A and/or B can represent: individualism A exists A and B, these three kinds of situations of individualism B simultaneously.In addition, character "/", represent that generally forward-backward correlation is to liking a kind of relation of "or" herein.
The schematic flow sheet of the content recommendation method that changes based on point of interest that Fig. 1 provides for one embodiment of the invention, as shown in Figure 1.
101, obtain the point of interest change information of client for the first recommendation information.
102,, according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information.
103, receive the page turning request that described client sends.
104,, according to described page turning request, to described client, send the content corresponding with described page turning request in described the second recommendation information.
Need to prove, 101～104 executive agent can be the recommended engine of service end, can be arranged in local client, to carry out off-line operation, perhaps can also be arranged in the server of network side, to carry out on-line operation, the present embodiment does not limit this.
Be understandable that, described client can be terminal, perhaps can indicate the application program that is arranged on terminal, and the present embodiment does not limit this.
like this, by obtaining the point of interest change information of client for the first recommendation information, and then according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information, make it possible to the page turning request that sends according to the described client that receives, send the content corresponding with described page turning request in described the second recommendation information to described client, due to the point of interest change information according to client, described the first recommendation information of real-time update, make client no longer still still obtain the first recommendation information after point of interest changes, but the second recommendation information after can obtaining to upgrade, thereby improved the real-time of recommending.
In addition, adopt technical scheme provided by the invention, can recommend the content of real-time update to client according to the point of interest change information of client, more flexibly effectively, thereby improved specific aim and the validity of recommending.
The existing content recommendation method that changes based on point of interest, recommended engine can, based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, be recommended the content recommendation relevant to these information to described client., because these content recommendations are not real-time update, therefore, can make the real-time of this recommend method not high.
Alternatively, in one of the present embodiment possible implementation, in 101, recommended engine specifically can obtain the operation information of the user of described client to described the first recommendation information.Then, described recommended engine can, according to described operation information, obtain described point of interest change information.
Particularly, described operation information can include but not limited in following at least one:
Pay close attention to or like at least one content in described the first recommendation information; And
Expression do not pay close attention to or disagreeable described the first recommendation information at least one content.
For example, the user specifically can click and be used for the button that expression is liked, as praise button etc. by on service interface, to pay close attention to or to like at least one content in described the first recommendation information.
Perhaps, more for example, the user specifically can click and be used for the button that expression is not liked by on service interface, as delete button etc., with expression do not pay close attention to or disagreeable described the first recommendation information at least one content.
Alternatively, in one of the present embodiment possible implementation, in 104, if the page that described page turning request is asked never by described client, shown, recommended engine specifically can send the content corresponding with described page turning request in described the second recommendation information to described client.
Particularly, described recommended engine can judge first specifically whether the page that described page turning request is asked is never shown by described client.If the page that described page turning request is asked never shows by described client, described recommended engine can send the content corresponding with described page turning request in described the second recommendation information to described client.
If the page that described page turning request is asked once showed by described client, described recommended engine can send the content corresponding with described page turning request in described the first recommendation information to described client.
, for the method that makes the embodiment of the present invention provide is clearer, below will recommend as an example with film.Recommended engine, based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, searches the to be recommended film relevant to these information, and the film that these are to be recommended is stored as a film formation to be recommended.
The technical scheme that adopts prior art to provide, do not relate to the renewal operation of this film formation, and recommended engine once from this film formation, obtains the film information of the film that specifies number, and for example, 6, sends to client; Then, the page turning request that sends according to the client that receives, in remaining film from this film formation except the film information that sends to client, then obtain the film information of the film that specifies number, and sends to client; By that analogy, until the film information of all films all sends to client.Recommended engine, again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, searches the to be recommended new film relevant to these information, repeats aforesaid operations.
Adopt technical scheme provided by the invention, recommended engine can, according to the user of the client operation information to the received film information of this client, obtain the point of interest change information of client for these film informations.Then, described recommended engine can upgrade described film formation according to described point of interest change information, to generate new film formation.Particularly, when this film formation of management, specifically can adopt the mode of vernier to operate.
At first, recommended engine has been safeguarded two verniers in the film formation, and first vernier is the vernier of current results, and referred to as current vernier, second vernier is the vernier of having seen result, referred to as seeing vernier.In most of situation, current vernier and seen that vernier is in same place.If but user's page turning forward again after backward having turned over several pages, this time, the vernier of current results was to be less than the vernier of seeing result.Certainly, also can relate to a vernier in the logic of back, that is exactly the vernier of having deposited result, referred to as depositing vernier.This has deposited the not special management of vernier, because the result that exists in formation is exactly to have deposited result.
Secondly, need to be according to these three vernier positions, and corresponding different operation logics, carry out different operations.
Situation 1, as shown in Figure 2.
This situation is the most general situation, after the user enters into system for the first time, turns over always backward, in the absence of page turning forward, all belongs to this situation.Current vernier and seen that a page vernier overlaps, deposited vernier but be different from again, and namely page turning backward also has result again, is unlikely to recommended engine and regains new film formation.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
In this case, recommended engine gets final product to the film information that client sends current vernier back one page.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information, recommended engine can send to client the film information of the recent film that obtains according to the new interest point information after upgrading.
Particularly, recommended engine specifically can, according to the new interest point information after upgrading, search the relevant new film to be recommended of the interest point information new to this.Then,, to the indicated film of film information that new film to be recommended and client have received, carry out and merge (merge) operation, to carry out duplicate removal, process.Finally, after the film after union operation is inserted into and sees vernier, to form new film formation.
Like this, recommended engine can utilize this new film formation, sends the page of with the page turning request, asking to client.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
In this case, search engine need to indicate client that the film information of this film is deleted, the film information that sequentially obtains next film from current film formation has namely been seen the film information of a film of vernier back, send to client, so that this client adds to this film information in current page.
Situation 2, as shown in Figure 3.
The scene of this situation is, turned over several pages forward again after the user has turned over several pages backward, and current vernier is with to see that vernier no longer overlaps namely inconsistent, and seen after vernier to also have result.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
In this case, recommended engine gets final product to the film information that client sends current vernier back one page.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information.But, for the consistency that guarantees that the user understands the film formation, and do not occur feeling lofty problem due to the user that the formation sudden change causes, therefore, recommended engine remains the film information that sends current vernier back one page to client.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
In this case, search engine need to indicate client that the film information of this film is deleted, the film information that sequentially obtains next film from current film formation has namely been seen the film information of a film of vernier back, send to client, so that this client adds to this film information in current page.
Situation 3, as shown in Figure 4.
The scene of this situation is that the user has just in time translated into last page and turned over several pages forward again.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
In this case, recommended engine gets final product to the film information that client sends current vernier back one page.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information.But, for the consistency that guarantees that the user understands the film formation, and do not occur feeling lofty problem due to the user that the formation sudden change causes, therefore, recommended engine remains the film information that sends current vernier back one page to client.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
In this case, search engine need to indicate client that the film information of this film is deleted, the film information that sequentially obtains next film from current film formation has namely been seen the film information of a film of vernier back, send to client, so that this client adds to this film information in current page.
Situation 4, as shown in Figure 5.
The scene of this situation is that the user has just in time translated into last page.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
At this moment, come to nothing in the back of current vernier, and therefore, recommended engine can, again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, be searched for.When recommended engine searches the to be recommended new film relevant to these information,, to the indicated film of film information that new film and client have received, carry out union operation, process to carry out duplicate removal.Finally, after the film after union operation is inserted into and sees vernier,, to form new film formation, repeat aforesaid operations.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information, but come to nothing in the back of current vernier due to this moment, therefore, recommended engine can be again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, and new interest point information, search for., when recommended engine searches the to be recommended new film relevant to these information, repeat aforesaid operations.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
At this moment, come to nothing in the back of current vernier, and therefore, recommended engine can, again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, be searched for.When recommended engine searches the to be recommended new film relevant to these information,, to the indicated film of film information that new film and client have received, carry out union operation, process to carry out duplicate removal.Finally, after the film after union operation is inserted into and sees vernier, to form new film formation.In this case, search engine need to indicate client that the film information of this film is deleted, be the film information that film information that new film formation, order is obtained next film has namely been seen a film of vernier back from current film formation, send to client, so that this client adds to this film information in current page.
in the present embodiment, by obtaining the point of interest change information of client for the first recommendation information, and then according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information, make it possible to the page turning request that sends according to the described client that receives, send the content corresponding with described page turning request in described the second recommendation information to described client, due to the point of interest change information according to client, described the first recommendation information of real-time update, make client no longer still still obtain the first recommendation information after point of interest changes, but the second recommendation information after can obtaining to upgrade, thereby improved the real-time of recommending.
In addition, adopt technical scheme provided by the invention, can recommend the content of real-time update to client according to the point of interest change information of client, more flexibly effectively, thereby improved specific aim and the validity of recommending.
Need to prove, for aforesaid each embodiment of the method, for simple description, therefore it all is expressed as a series of combination of actions, but those skilled in the art should know, the present invention is not subjected to the restriction of described sequence of movement, because according to the present invention, some step can adopt other orders or carry out simultaneously.Secondly, those skilled in the art also should know, the embodiment described in specification all belongs to preferred embodiment, and related action and module might not be that the present invention is necessary.
In the above-described embodiments, the description of each embodiment is all emphasized particularly on different fields, there is no the part that describes in detail in certain embodiment, can be referring to the associated description of other embodiment.
The structural representation of the content recommendation device that changes based on point of interest that Fig. 6 provides for another embodiment of the present invention, as shown in Figure 6.The content recommendation device that changes based on point of interest of the present embodiment can comprise acquisition unit 61, updating block 62, receiving element 63 and transmitting element 64.Wherein, obtain unit 61, be used for obtaining the point of interest change information of client for the first recommendation information; Updating block 62, be used for according to described point of interest change information, upgrades described the first recommendation information, to generate the second recommendation information; Receiving element 63, be used for receiving the page turning request that described client sends; Transmitting element 64, be used for according to described page turning request, to described client, sends the content corresponding with described page turning request in described the second recommendation information.
Need to prove, the content recommendation device that changes based on point of interest that the present embodiment provides can be the recommended engine of service end, can be arranged in local client, to carry out off-line operation, perhaps can also be arranged in the server of network side, to carry out on-line operation, the present embodiment does not limit this.
Be understandable that, described client can be terminal, perhaps can indicate the application program that is arranged on terminal, and the present embodiment does not limit this.
like this, obtain the point of interest change information of client for the first recommendation information by obtaining unit, and then by updating block according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information, the page turning request that makes transmitting element to send according to the described client that receiving element receives, send the content corresponding with described page turning request in described the second recommendation information to described client, due to the point of interest change information according to client, described the first recommendation information of real-time update, make client no longer still still obtain the first recommendation information after point of interest changes, but the second recommendation information after can obtaining to upgrade, thereby improved the real-time of recommending.
In addition, adopt technical scheme provided by the invention, can recommend the content of real-time update to client according to the point of interest change information of client, more flexibly effectively, thereby improved specific aim and the validity of recommending.
The existing content recommendation device that changes based on point of interest, can, based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, recommend the content recommendation relevant to these information to described client., because these content recommendations are not real-time update, therefore, can make the real-time of this recommend method not high.
Alternatively, in one of the present embodiment possible implementation, described acquisition unit 61, specifically can be used for obtaining the operation information of the user of described client to described the first recommendation information; And, according to described operation information, obtain described point of interest change information.
Particularly, described operation information can include but not limited in following at least one:
Pay close attention to or like at least one content in described the first recommendation information; And
Expression do not pay close attention to or disagreeable described the first recommendation information at least one content.
For example, the user specifically can click and be used for the button that expression is liked, as praise button etc. by on service interface, to pay close attention to or to like at least one content in described the first recommendation information.
Perhaps, more for example, the user specifically can click and be used for the button that expression is not liked by on service interface, as delete button etc., with expression do not pay close attention to or disagreeable described the first recommendation information at least one content.
Alternatively, in one of the present embodiment possible implementation, described transmitting element 64,, if specifically can never by described client, be shown for the page that described page turning request is asked, send the content corresponding with described page turning request in described the second recommendation information to described client.
Particularly, described recommended engine can judge first specifically whether the page that described page turning request is asked is never shown by described client.If the page that described page turning request is asked never shows by described client, 64 of described transmitting elements can send the content corresponding with described page turning request in described the second recommendation information to described client.
If the page that described page turning request is asked once showed by described client, 64 of described transmitting elements can send the content corresponding with described page turning request in described the first recommendation information to described client.
, for the method that makes the embodiment of the present invention provide is clearer, below will recommend as an example with film.Recommended engine for example, the recommendation unit of recommended engine etc., based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, search the to be recommended film relevant to these information, the film that these are to be recommended is stored as a film formation to be recommended.
The technical scheme that adopts prior art to provide, do not relate to the renewal operation of this film formation, and recommended engine once from this film formation, obtains the film information of the film that specifies number, and for example, 6, sends to client; Then, the page turning request that sends according to the client that receives, in remaining film from this film formation except the film information that sends to client, then obtain the film information of the film that specifies number, and sends to client; By that analogy, until the film information of all films all sends to client.Recommended engine, again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, searches the to be recommended new film relevant to these information, repeats aforesaid operations.
Adopt technical scheme provided by the invention, obtain unit and can, according to the user of the client operation information to the received film information of this client, obtain the point of interest change information of client for these film informations.Then, updating block can upgrade described film formation according to described point of interest change information, to generate new film formation.Particularly, for example, the recommendation unit of recommended engine etc., when this film formation of management, specifically can adopt the mode of vernier to operate to recommended engine.
At first, recommended engine has been safeguarded two verniers in the film formation, and first vernier is the vernier of current results, and referred to as current vernier, second vernier is the vernier of having seen result, referred to as seeing vernier.In most of situation, current vernier and seen that vernier is in same place.If but user's page turning forward again after backward having turned over several pages, this time, the vernier of current results was to be less than the vernier of seeing result.Certainly, also can relate to a vernier in the logic of back, that is exactly the vernier of having deposited result, referred to as depositing vernier.This has deposited the not special management of vernier because formation in the result that exists be exactly to have deposited result.
Secondly, need to be according to these three vernier positions, and corresponding different operation logics, carry out different operations.
Situation 1, as shown in Figure 2.
This situation is the most general situation, after the user enters into system for the first time, turns over always backward, in the absence of page turning forward, all belongs to this situation.Current vernier and seen that a page vernier overlaps, deposited vernier but be different from again, and namely page turning backward also has result again, is unlikely to recommended engine and regains new film formation.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
In this case, transmitting element gets final product to the film information that client sends current vernier back one page.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information, transmitting element can send to client the film information of the recent film that obtains according to the new interest point information after upgrading.
Particularly, the new interest point information after recommended engine specifically can upgrade according to updating block, search the relevant new film to be recommended of the interest point information new to this.Then,, to the indicated film of film information that new film to be recommended and client have received, carry out and merge (merge) operation, to carry out duplicate removal, process.Finally, after the film after union operation is inserted into and sees vernier, to form new film formation.
Like this, transmitting element can utilize this new film formation, sends the page of with the page turning request, asking to client.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
In this case, search engine need to indicate client that the film information of this film is deleted, the film information that sequentially obtains next film from current film formation has namely been seen the film information of a film of vernier back, send to client, so that this client adds to this film information in current page.
Situation 2, as shown in Figure 3.
The scene of this situation is, turned over several pages forward again after the user has turned over several pages backward, and current vernier is with to see that vernier no longer overlaps namely inconsistent, and seen after vernier to also have result.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
In this case, transmitting element gets final product to the film information that client sends current vernier back one page.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information.But, for the consistency that guarantees that the user understands the film formation, and do not occur feeling lofty problem due to the user that the formation sudden change causes, therefore, transmitting element remains the film information that sends current vernier back one page to client.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
In this case, search engine need to indicate client that the film information of this film is deleted, the film information that sequentially obtains next film from current film formation has namely been seen the film information of a film of vernier back, send to client, so that this client adds to this film information in current page.
Situation 3, as shown in Figure 4.
The scene of this situation is that the user has just in time translated into last page and turned over several pages forward again.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
In this case, transmitting element gets final product to the film information that client sends current vernier back one page.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information.But, for the consistency that guarantees that the user understands the film formation, and do not occur feeling lofty problem due to the user that the formation sudden change causes, therefore, transmitting element remains the film information that sends current vernier back one page to client.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
In this case, search engine need to indicate client that the film information of this film is deleted, the film information that sequentially obtains next film from current film formation has namely been seen the film information of a film of vernier back, send to client, so that this client adds to this film information in current page.
Situation 4, as shown in Figure 5.
The scene of this situation is that the user has just in time translated into last page.In this case, the certain operations logic is as follows:
A, without upgrading page turning backward: namely the user on current page without any operation, page turning backward always.
At this moment, come to nothing in the back of current vernier, and therefore, recommended engine can, again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, be searched for.When recommended engine searches the to be recommended new film relevant to these information,, to the indicated film of film information that new film and client have received, carry out union operation, process to carry out duplicate removal.Finally, after the film after union operation is inserted into and sees vernier,, to form new film formation, repeat aforesaid operations.
B, have and upgrade page turning backward: namely the user has any operation on current page, or from other pages, has carried out some operation, for example, clicks and likes button or do not like button, with expression, likes or do not like some or several films.
In this case, illustrate that client has renewal for the point of interest of received film information, but come to nothing in the back of current vernier due to this moment, therefore, recommended engine can be again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, and new interest point information, search for., when recommended engine searches the to be recommended new film relevant to these information, repeat aforesaid operations.
C, click feedback: namely the user on current page, clicks delete button, with expression, does not like certain film.
At this moment, come to nothing in the back of current vernier, and therefore, recommended engine can, again based on the information of the current browsing of client, the information of historical viewings or the information such as information of current input, be searched for.When recommended engine searches the to be recommended new film relevant to these information,, to the indicated film of film information that new film and client have received, carry out union operation, process to carry out duplicate removal.Finally, after the film after union operation is inserted into and sees vernier, to form new film formation.In this case, search engine need to indicate client that the film information of this film is deleted, be the film information that film information that new film formation, order is obtained next film has namely been seen a film of vernier back from current film formation, send to client, so that this client adds to this film information in current page.
in the present embodiment, obtain the point of interest change information of client for the first recommendation information by obtaining unit, and then by updating block according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information, the page turning request that makes transmitting element to send according to the described client that receiving element receives, send the content corresponding with described page turning request in described the second recommendation information to described client, due to the point of interest change information according to client, described the first recommendation information of real-time update, make client no longer still still obtain the first recommendation information after point of interest changes, but the second recommendation information after can obtaining to upgrade, thereby improved the real-time of recommending.
In addition, adopt technical scheme provided by the invention, can recommend the content of real-time update to client according to the point of interest change information of client, more flexibly effectively, thereby improved specific aim and the validity of recommending.
The those skilled in the art can be well understood to, for convenience and simplicity of description, the system of foregoing description, the specific works process of device and unit, can, with reference to the corresponding process in preceding method embodiment, not repeat them here.
In several embodiment provided by the present invention, should be understood that, disclosed system, apparatus and method, can realize by another way.For example, device embodiment described above is only schematic, for example, the division of described unit, be only that a kind of logic function is divided, during actual the realization, other dividing mode can be arranged, for example a plurality of unit or assembly can in conjunction with or can be integrated into another system, or some features can ignore, or do not carry out.Another point, shown or discussed coupling each other or direct-coupling or communication connection can be by some interfaces, indirect coupling or the communication connection of device or unit can be electrically, machinery or other form.
Described unit as separating component explanation can or can not be also physically to separate, and the parts that show as unit can be or can not be also physical locations, namely can be positioned at a place, perhaps also can be distributed on a plurality of network element.Can select according to the actual needs wherein some or all of unit to realize the purpose of the present embodiment scheme.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, can be also that the independent physics of unit exists, and also can be integrated in a unit two or more unit.Above-mentioned integrated unit both can adopt the form of hardware to realize, the form that also can adopt hardware to add SFU software functional unit realizes.
The integrated unit that above-mentioned form with SFU software functional unit realizes, can be stored in a computer read/write memory medium.Above-mentioned SFU software functional unit is stored in a storage medium, comprise that some instructions are with so that a computer installation (can be personal computer, server, perhaps network equipment etc.) or processor (processor) carry out the part steps of the described method of each embodiment of the present invention.And aforesaid storage medium comprises: the various media that can be program code stored such as USB flash disk, portable hard drive, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disc or CD.
It should be noted that finally: above embodiment only, in order to technical scheme of the present invention to be described, is not intended to limit; Although with reference to previous embodiment, the present invention is had been described in detail, those of ordinary skill in the art is to be understood that: it still can be modified to the technical scheme that aforementioned each embodiment puts down in writing, and perhaps part technical characterictic wherein is equal to replacement; And these modifications or replacement do not make the essence of appropriate technical solution break away from the spirit and scope of various embodiments of the present invention technical scheme.
Claims (10)
1. a content recommendation method that changes based on point of interest, is characterized in that, comprising:
Obtain the point of interest change information of client for the first recommendation information;
, according to described point of interest change information, upgrade described the first recommendation information, to generate the second recommendation information;
Receive the page turning request that described client sends;
, according to described page turning request, to described client, send the content corresponding with described page turning request in described the second recommendation information.
2. method according to claim 1, is characterized in that, described acquisition client comprises for the step of the point of interest change information of the first recommendation information:
Obtain the operation information of the user of described client to described the first recommendation information;
, according to described operation information, obtain described point of interest change information.
3. method according to claim 2, is characterized in that, described operation information comprises at least one in following:
Pay close attention to or like at least one content in described the first recommendation information; And
Expression do not pay close attention to or disagreeable described the first recommendation information at least one content.
4., according to claim 1 to the described method of arbitrary claim in 3, it is characterized in that, described according to described page turning request, the step that sends content corresponding with described page turning request in described the second recommendation information to described client comprises:
, if the page that described page turning request is asked is never shown by described client, to described client, send the content corresponding with described page turning request in described the second recommendation information.
5., according to claim 1 to the described method of arbitrary claim in 4, it is characterized in that, after the step of the page turning request that the described client of described reception sends, also comprise:
, if the page that described page turning request is asked was once shown by described client, to described client, send the content corresponding with described page turning request in described the first recommendation information.
6. a content recommendation device that changes based on point of interest, is characterized in that, comprising:
Obtain unit, be used for obtaining the point of interest change information of client for the first recommendation information;
Updating block, be used for according to described point of interest change information, upgrades described the first recommendation information, to generate the second recommendation information;
Receiving element, be used for receiving the page turning request that described client sends;
Transmitting element, be used for according to described page turning request, to described client, sends the content corresponding with described page turning request in described the second recommendation information.
7. device according to claim 6, is characterized in that, described acquisition unit specifically is used for obtaining the operation information of the user of described client to described the first recommendation information; And, according to described operation information, obtain described point of interest change information.
8. device according to claim 7, is characterized in that, described operation information comprises at least one in following:
Pay close attention to or like at least one content in described the first recommendation information; And
Expression do not pay close attention to or disagreeable described the first recommendation information at least one content.
9. according to claim 6 to the described device of arbitrary claim in 8, it is characterized in that,, if described transmitting element is specifically never shown by described client for the page that described page turning request is asked, to described client, send the content corresponding with described page turning request in described the second recommendation information.
10. device according to claim 9, it is characterized in that,, if described transmitting element was also once shown by described client for the page that described page turning request is asked, to described client, send the content corresponding with described page turning request in described the first recommendation information.
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| CN2013103031581A CN103391320A (en) | 2013-07-18 | 2013-07-18 | Content recommending method and device based on interest point change |
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| CN2013103031581A CN103391320A (en) | 2013-07-18 | 2013-07-18 | Content recommending method and device based on interest point change |
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| CN106210127A (en) * | 2016-08-15 | 2016-12-07 | 腾讯科技（深圳）有限公司 | A kind of information processing method, server and client |
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