CN110276014A

CN110276014A - Recommended method, device, equipment and the storage medium of copyright

Info

Publication number: CN110276014A
Application number: CN201910579785.5A
Authority: CN
Inventors: 李慧
Original assignee: BOE Technology Group Co Ltd
Current assignee: BOE Art Cloud Technology Co Ltd
Priority date: 2019-06-28
Filing date: 2019-06-28
Publication date: 2019-09-24

Abstract

This application provides a kind of recommended method of copyright, device, equipment and storage mediums.The recommended method of the copyright includes: to obtain the first recommendation results of the copyright for meeting active user's preference；At least one first recommendation page is generated according to the first recommendation results, each first recommendation page is associated with at least partly the first recommendation results；Successively each first recommendation page is shown, so that each first recommendation page successively shows the first associated recommendation results.The application can be based on the first recommendation results of the copyright for meeting active user's preference, generate at least one first recommendation page, and displaying to the first recommendation results of each section is realized by way of successively showing each first recommendation page, to which the copyright for meeting the user preferences accurately be presented for user, to improve the access experience of user.

Description

Recommended method, device, equipment and the storage medium of copyright

Technical field

This application involves intelligent recommendation technical fields, specifically, this application involves a kind of recommended method of copyright, Device, equipment and storage medium.

Background technique

In world of art, there are the copyright of magnanimity (such as paintings draw list), since different user is to copyright Hobby is different, and when facing the copyright of magnanimity, user has the demand therefrom consulted and meet the copyright of the user preferences.

However, the inventors of the present application found that there is presently no be directed to copyright recommended method or system, Neng Gouman The copyright of sufficient active user consults demand and the copyright for meeting the user preferences is accurately presented for user.

Summary of the invention

The application is directed to the shortcomings that existing way, proposes that recommended method, device, equipment and the storage of a kind of copyright are situated between Matter, to solve the technical issues of copyright for meeting the user preferences can not be accurately presented for user in the prior art.

In a first aspect, the embodiment of the present application provides a kind of recommended method of copyright, comprising:

Obtain the first recommendation results for meeting the copyright of active user's preference；

At least one is generated according to the first recommendation results and first recommends page, and each first recommends the page and at least partly the The association of one recommendation results；

Successively each first recommendation page is shown, so that each first recommendation page successively shows associated the One recommendation results.

Second aspect, the embodiment of the present application provide a kind of recommendation apparatus of copyright, comprising:

Data acquisition module, for obtaining the corresponding first recommendation knot of copyright for meeting active user's preference Fruit；

Page generation module, for generating at least one first recommendation page according to the first recommendation results, each first is pushed away The page is recommended to be associated with at least partly the first recommendation results；

Page presentation module, for being successively shown to each first recommendation page, so that each first recommends the page Successively show the first associated recommendation results.

The third aspect, the embodiment of the present application provide a kind of recommendation apparatus of copyright, comprising: memory and processing Device, memory are stored with computer program, which is executed by processor to realize the embodiment of the present application first aspect The recommended method of the copyright of offer.

Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, are stored with computer program, should The recommended method for the copyright that the embodiment of the present application first aspect provides is realized when computer program is executed by processor.

Technical solution provided by the embodiments of the present application, at least has the following beneficial effects:

The embodiment of the present application can generate at least one based on the first recommendation results of the copyright for meeting active user's preference A first recommends the page, and is realized by way of successively showing each first recommendation page to the first recommendation results of each section It shows, so that the copyright for meeting the user preferences is accurately presented for user, to improve the access experience of user.

The additional aspect of the application and advantage will be set forth in part in the description, these will become from the following description It obtains obviously, or recognized by the practice of the application.

Detailed description of the invention

The application is above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments Obviously and it is readily appreciated that, in which:

Fig. 1 is a kind of flow diagram of the recommended method of copyright provided by the embodiments of the present application；

Fig. 2 is a kind of bandwagon effect schematic diagram of the first recommendation page in the embodiment of the present application；

Fig. 3 is another bandwagon effect schematic diagram of the first recommendation page in the embodiment of the present application；

Fig. 4 is the part flow diagram of the recommended method of another copyright provided by the embodiments of the present application；

Fig. 5 is a kind of bandwagon effect schematic diagram of the second recommendation page in the embodiment of the present application；

Fig. 6 is another bandwagon effect schematic diagram of the second recommendation page in the embodiment of the present application；

Fig. 7 is another bandwagon effect schematic diagram of the second recommendation page in the embodiment of the present application；

Fig. 8 is a kind of bandwagon effect schematic diagram of the page after the essential information for being loaded with the second recommendation results shown in Fig. 7；

Fig. 9 is the part flow diagram of the recommended method of another copyright provided by the embodiments of the present application；

Figure 10 determines that first recommends knot before being the first recommendation results for obtaining the copyright for meeting active user's preference The flow diagram of fruit；

Figure 11 is a kind of structural framing schematic diagram of the recommendation apparatus of copyright provided by the embodiments of the present application；

Figure 12 is a kind of structural framing schematic diagram of the recommendation apparatus of copyright provided by the embodiments of the present application.

Specific embodiment

The application is described below in detail, the example of the embodiment of the present application is shown in the accompanying drawings, wherein it is identical from beginning to end or Similar label indicates same or similar component or component with the same or similar functions.In addition, if known technology Detailed description is characterized in the application shown unnecessary, then omits it.Below with reference to the reality of attached drawing description It applies example to be exemplary, is only used for explaining the application, and the limitation to the application cannot be construed to.

Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in the application fields.Should also Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here To explain.

Those skilled in the art of the present technique are appreciated that unless expressly stated, singular " one " used herein, " one It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in the description of the present application Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.

First to this application involves several nouns be introduced and explain:

Paintings: single width pictorial works.

Picture is single: the combination of lot of pictures works, draws Dan Keshe and draws single label, the single label of picture can be divided into theme label and (such as go through History, children and religion etc.), affective tag (such as happy, quiet and miss), class label (such as oil painting, traditional Chinese Painting and sketch).

How the technical solution of the application and the technical solution of the application are solved with specifically embodiment below above-mentioned Technical problem is described in detail.These specific embodiments can be combined with each other below, for the same or similar concept Or process may repeat no more in certain embodiments.Below in conjunction with attached drawing, embodiments herein is described.

The embodiment of the present application provides a kind of recommended method of copyright, as shown in Figure 1, the recommended method includes:

S101 obtains the first recommendation results for meeting the copyright of active user's preference.

Copyright in the embodiment of the present application can be paintings, draw list, thematic information, any one in action message Or it is several.Wherein, the meaning of paintings and picture list is as previously described；Thematic information may include paintings or the information for drawing simple correlation, example Such as paintings appreciation article, it is also possible to the advertisement of other field products (such as clothes), action message may include paintings or draw single Drafting or the correlated activations such as appreciation information, such as the movable information such as exhibition of paintings and painting match.

The first recommendation results in the embodiment of the present application be according to preference one group of paintings recommended to the user of active user, One a series of paintings list, one group of thematic information, any one in one group of action message or several.Wherein, included in one group of paintings The quantity of paintings can be set according to actual needs, such as may include 10 width paintings, a series of paintings list, one group of thematic information and one group of work Dynamic information is similarly.

S102, according to the first recommendation results generate at least one first recommend page, it is each first recommend the page at least The association of the first recommendation results of part.

In one example, if the copyright for meeting active user's preference is paintings, the first recommendation results include 10 width Paintings can then generate the 10 first recommendation pages according to the 10 width paintings, and each first recommends a width of the page and 10 width paintings Association (each first recommends the associated paintings of the page without repetition)；If the copyright for meeting active user's preference is picture list, the One recommendation results include one and combine the picture list formed by 10 width paintings, then 4 first recommendations can be generated according to the picture list content The page, each first recommendation page is associated with that (each first pushes away with 3 width paintings in the picture list in first three first recommendation page The associated paintings of the page are recommended without repetition), the 4th first recommendation page is associated with remaining width paintings in the picture list；If meeting The copyright of active user's preference be thematic information or action message, similarly with paintings.

In one example, if the copyright for meeting active user's preference includes paintings, draws single, thematic information and activity Four kinds of works forms of information, the first recommendation results include 10 width paintings, a picture list being composed of 10 width paintings, one specially Information and an action message are inscribed, generated first recommends the quantity of the page can be according in above four kinds of works forms Most first that produce of every kind of works form recommend the pages depending on.

For example, (including 10 width paintings, a picture being composed of 10 width paintings for the first above-mentioned recommendation results Single, a thematic information and an action message the first recommendation results), 10 first recommendations produced for 10 width paintings The page can generate one first for thematic information and action message respectively and push away for single producible 4 first recommendation pages are drawn The page is recommended, then for above-mentioned first recommendation results, can produce by paintings first recommends the quantity of the page to determine most Throughout one's life at first recommend the page quantity, i.e., 10, this 10 first recommend the pages in the first two first recommend the pages can It is associated with simultaneously with paintings, picture list, thematic information and action message, each of the 3rd and the 4th first recommendation page first pushes away Recommending the page can be only with paintings and picture Dan Guanlian, and the recommendation page of each of the 5th to the 10th first recommendation page first can be only It is associated with paintings.

In another example, by taking above-mentioned four kinds of works forms as an example, if the first recommendation results include 10 width paintings, one Picture list, a thematic information and the action message being composed of 10 width paintings, generated first recommends the number of the page Amount, which can be, carries out the page quantity obtained after permutation and combination to every kind of works form in above four kinds of works forms.

For example, (including 10 width paintings, a picture being composed of 10 width paintings for the first above-mentioned recommendation results Single, a thematic information and an action message the first recommendation results), 10 first recommendations produced for 10 width paintings The page can generate one first for thematic information and action message respectively and push away for single producible 4 first recommendation pages are drawn The page is recommended, then for above-mentioned first recommendation results, if four kinds of works forms are carried out permutation and combination, can be obtained 100 the One recommends the page (10 × 10 × 1 × 1=100), each first recommend page simultaneously with paintings, draw single, thematic information and Action message is associated with and associated information is without repetition.

S103 is successively shown each first recommendation page, so that each first recommendation page successively shows and closed First recommendation results of connection.

Optionally, successively each first recommendation page is shown, comprising: opened up to each first recommendation page During showing, in response to the first switching command received, recommending page switching for the first of current presentation is next the The one recommendation page is simultaneously shown.

First switching command can be in the swiping or clicking operation of the diversified forms that user carries out display interface Any one, such as can be the direction stroke from an edge of display interface to another side edge.

In one example, obtained multiple first recommendation pages can be ranked up, the rule of sequence can be according to reality Demand setting can switch one by one according to the sequence after the completion of sequence and show that each first recommends the page, and next at this time first pushes away Recommend the first recommendation page that the page is the next order for recommending the page close to the first of current presentation.

In another example, multiple first recommendation pages can not be ranked up, the next recommendation switched at this time The page, which can be, recommends the randomly selected one first recommendation page in the page in all first not shown, every time when switching, It is randomly choosed in the first recommendation page not shown, until the first all recommendation page presentations finishes.

In one example, for according to include 10 width paintings, a picture list being composed of 10 width paintings, one specially Inscribe (10 first recommendation pages for the first recommendation results 10 first recommendations page generated of information and an action message The generating mode in face can refer to precedent), the 1st first recommendation page is shown first, in the first first recommendation page In show paintings simultaneously according to certain arrangement mode, draw single, thematic information and action message related content, paintings and draw single It can be shown in the form of thumbnail, bandwagon effect is as shown in Figure 2.

Entire display interface is the display area of the first recommendation page in Fig. 2, and first recommends the display area packet of the page Include multiple subregions, subregion 201, subregion 202, subregion 203 and subregion 204 therein be respectively paintings, draw it is single, The display area of thematic information and action message, subregion 205 are the region for showing current page title, and subregion 206 is it Its page-tag (as marked in Fig. 2 art, vision, draw this) where region, furthermore may also include region of search in Fig. 2 (region as where the search box in Fig. 2)；User to display interface carry out upper pulling process (i.e. display interface from bottom to top Stroke) after, recommending page switching for the first of current presentation is the 2nd first recommendation page, shows the 2nd first recommendation at this time The page, the switching and displaying of the subsequent first recommendation page and so on.

By above-mentioned exhibition method, it can switch between multiple first recommendation pages according to the demand of user, realize to every The recommendation results of kind of copyright are shown in turn, such as by successively switching to the 10 first recommendation pages, can be to 10 Width paintings are shown in turn, have both been met user to the whole access demand of the recommendation page of same level, have also been reduced the number of every The information content of secondary access improves the access experience of user.

In another example, the embodiment of the present application to paintings and draw single bandwagon effect can also be as shown in figure 3, wherein area Domain 301 and region 302 are respectively used to show paintings and draw single, wherein " daily to recommend " the column item that region 301 is shown with to The multiple paintings shown are associated, when the user clicks after " daily to recommend " column, can automatically switch to the displaying page of multiple paintings It is shown in face of multiple paintings, in " recommending picture list " column that region 302 is shown, multiple pictures are single in the form of thumbnail It shows；In the recommendation page shown in Fig. 3, region 303 (region of Banner is indicated in such as Fig. 3) can show that operation personnel makes Figure or the specific paintings of a certain width, in other regions of the page, also to show other column items, specific column item can basis Actual demand is configured, for example, it may be ranking list as shown in Figure 3, odeum, market etc..

Optionally, the recommended method of copyright provided by the embodiments of the present application further include: recommending page to each first During face is shown, is instructed in response to the information update received, obtain the copyright for meeting active user's preference Replacement recommendation results；According to replacement recommendation results generate at least one replacement page, each replacement page at least partly replace Change recommendation results association；Stop recommending the displaying of the page to first, and successively each replacement page is shown, so that each The replacement page successively shows associated replacement recommendation results.

Information update instruction can be in the swiping or clicking operation for the diversified forms that user carries out display interface Any one, such as can be the direction stroke from an edge of display interface to another side edge, can be with above-mentioned One switching instruction area is other.

In one example, if the first switching command is set as user and grasps to the pull-up that display interface shown in Fig. 2 carries out When making, then information update instruction may be configured as pulling operation that user carries out display interface shown in Fig. 2 (i.e. in display interface Stroke from top to bottom).

Replacement recommendation results in the embodiment of the present application include another group recommended to the user according to the preference of active user Paintings, another a series of paintings list, another group of thematic information, any one in another group of action message or several.

It is pushed away with mentioned-above according to first according to the concrete principle that replacement recommendation results generate at least one replacement page Recommend result generate at least one first recommend the page generating principle it is similar, at least one replacement the page exhibition method and front At least one described first recommends the exhibition method of the page similar, and details are not described herein again, replaces a kind of bandwagon effect of the page As shown in Figure 2.

By the above-mentioned means, user can stop each that browsing being currently generated by input information update instruction, selection One recommends the page, regenerates and show that the new recommendation page replaces the page, and unsatisfied displaying content is updated comprehensively, To more accurately recommend and show the content of copyright for user.

Optionally, on the basis of above-mentioned steps S101 to S103, as shown in figure 4, number provided by the embodiments of the present application The recommended method of works further includes following steps S401 to S403:

S401 obtains the second recommendation results associated with the first recommendation results.

Optionally, the second recommendation results include each paintings in the first recommendation results, each picture list, each special topic The details of the details of any one or several works in information, each action message, each paintings can wrap Include paintings content (picture itself), paintings title, paintings brief introduction, author's title, author profile, collection ground, label, other correlations Information more than any one in paintings, it may include that picture single-character given name claims, draws single brief introduction, draws list that each, which draws single details, Author, all paintings contents for being included, information more than any one other related drawn in list, the detailed letter of thematic information Breath may include to some paintings or drawing single specific appreciation content, and the details of action message may include a certain movable Specifying information (such as activity form, activity venue and activity time).

S402, according to the second recommendation results generate at least one second recommend page, it is each second recommend the page at least The association of the second recommendation results of part.

In one example, each width paintings can be generated respectively according to the details of paintings each in the second recommendation results Second recommend the page, this second recommendation page be associated with the details of the width paintings, the details based on the width paintings and The incidence relation of the width paintings itself in first recommendation results, the second recommendation page are also drawn with the width in the first recommendation results Make itself to be associated with；Wherein, the details of paintings are as previously described.

In one example, according to respectively drawn in the second recommendation results single details can generate respectively each draw it is single Second recommends the page, which is associated with the details of the picture list, the details based on the picture list and first The incidence relation of the picture list itself in recommendation results, the second recommendation page are also closed with picture Dan Benshen in the first recommendation results Connection；Wherein, it is as previously described that single details are drawn.

In one example, for the details of thematic information and action message in the second recommendation results, second Recommend the generating principle of the page and paintings or picture single-phase seemingly, details are not described herein again.

The second recommendation page generated in the embodiment of the present application can be used as certain paintings in the first recommendation page, draw list, be special The details page for inscribing information or action message, provides more detailed information for user, in order to user's access.

S403, during being shown to each first recommendation page, in response to for the first recommendation results One selection instruction recommends page switching to have the second of incidence relation to recommend page to selected first recommendation results for first Face, so that second recommends the second recommendation results associated by page presentation.

First choice instruction can be in the swiping or clicking operation for the diversified forms that user carries out display interface Any one, such as can be user to the single-click operation for drawing single display area in display interface shown in Fig. 2, can with it is preceding Each instruction difference stated.

By aforesaid operations, the embodiment of the present application can be generated based on the second recommendation results associated with the first recommendation results At least one second recommends page, according to the demand of user can be by the to establish two page levels consulting for user One recommends page switching to recommend the page for second, so that the corresponding page is shown step by step according to the demand of user, gradually to user Show more specific works information, user can select according to user interest copyright shown in the first recommendation page It selects, the details of selected copyright is consulted by the second recommendation page switched after selection.

In one example, if at least partly the second recommendation results are the details of certain width paintings, second switched Recommending the page is the details page of the selected paintings of user, then a kind of bandwagon effect of the details page is as shown in Figure 5.

In one example, in one example, if at least partly the second recommendation results are that some draws single details, It is the selected details page for drawing list of user that second switched, which recommends the page, then a kind of bandwagon effect such as Fig. 6 of the details page It is shown.

Optionally, during being shown to each second recommendation page, second recommends associated by the page at least Each sub- recommendation results in the second recommendation results of part are arranged in the second current recommendation page simultaneously and are shown, or, Each sub- recommendation results associated by the second recommendation page at least partly the second recommendation results are arranged successively in current the The two recommendation pages are shown.

In one example, if at least partly the second recommendation results are that some draws single details, at least partly second Each sub- recommendation results in recommendation results can be some and draw each paintings in list, then each paintings can be arranged in second simultaneously Recommend to show in the page, bandwagon effect is as shown in fig. 6, each paintings drawn in Fig. 6 in list are arranged with breviary diagram form simultaneously It is listed in the details page, user can consult all paintings in the picture list simultaneously, can be in the page in details page shown in Fig. 6 Upper area (region of Banner is indicated in such as Fig. 6) show operation personnel production figure or draw list in a certain width specifically draw Make.

In another example, if at least partly the second recommendation results are that some draws single details, at least partly the Each sub- recommendation results in two recommendation results can be some and draw each paintings in list, then each paintings can be arranged successively in second Recommend to show in the page, i.e., an only width paintings are arranged in the second recommendation page every time, bandwagon effect as shown in fig. 7, Each every width paintings are arranged in the second recommendation page with full screen format in Fig. 7.

By the above-mentioned means, two kinds of exhibition methods can be provided a user, to meet the access demand of different user, further Promote user experience.

Optionally, second recommends each sub- recommendation results associated by the page at least partly the second recommendation results successively It is arranged in the second recommendation page and is shown, comprising:

In response to the second switching command of user's input, one be currently arranged in second recommendation page is recommended into knot Fruit is switched to a sub- recommendation results；In response to the third switching command of user's input, it will currently be arranged in the second recommendation page A sub- recommendation results in face are switched to next sub- recommendation results；Instruction, load are loaded in response to the information of user's input Currently it is arranged in the essential information of the sub- recommendation results in the second recommendation page and displaying.

Second switching command, third switching command, information load instruction may each be user display interface is carried out it is more The swiping of kind of form or any one in clicking operation, such as the second switching command can be user to shown in Fig. 7 Display interface stroke from left to right, third switching command can be user to display interface shown in Fig. 7 stroke from right to left, letter Breath load instruction can be user to the double click operation of the arbitrary region in display interface shown in Fig. 7, in the embodiment of the present application The second switching command, third switching command and information load can mutually distinguish and with each instruction difference above-mentioned.

It in one example, can be to multiple sub- recommendation results at least partly the second recommendation results (as single in drawn) (as drawn Multiple paintings in list) it is ranked up, the rule of sequence can be arranged according to actual needs, can be current second after the completion of sequence Recommend to switch the sub- recommendation results shown one by one according to the sequence in the page, a upper sub- recommendation results are close to current at this time The sub- recommendation results of the last sequence of the second recommendation results shown, next sub- recommendation results push away for the son close to current presentation Recommend the sub- recommendation results of next order of result.

It in another example, can not be to multiple sub- recommendation results at least partly the second recommendation results (as single in drawn) (as drawn multiple paintings in list) is ranked up, and the upper sub- recommendation results switched at this time can be one shown recently A sub- recommendation results, the next sub- recommendation results switched can be to be shown in the current second recommendation page all A randomly selected sub- recommendation results in each height recommendation results every time when switching, are not recommending page current second It is randomly choosed in the sub- recommendation results shown in face, until all sub- recommendation results displayings finish.

By the above-mentioned means, can be called according to the demand of user simultaneously during being shown to the second recommendation page It shows corresponding information, makes user that can find interested information at any time, further improve the access experience of user.

Optionally, load is currently arranged in essential information and the displaying of the sub- recommendation results in the second recommendation page, comprising: Load is currently arranged in the essential information of the sub- recommendation results in the second recommendation page；Include in response to detecting in essential information There is the identification information of the 4th recommendation results of incidence relation with sub- recommendation results, set the first spy for the character of identification information Sign character simultaneously shows, set second feature character for the character of the essential information in addition to identification information and shows；In response to It detects and does not include identification information in essential information, set second feature character for the character of all essential informations and open up Show.

The essential information in sub- recommendation results being currently arranged in the second recommendation page can be arranged according to actual needs.

In one example, it if at least partly the second recommendation results are picture list, is currently arranged in the second recommendation page Sub- recommendation results are the width paintings (as shown in Figure 7) in the picture list, then the son being currently arranged in the second recommendation page is recommended As a result the essential information in may include the artist's information, paintings size, collection place, creation medium, wound of current presentation paintings The identification information for making time and similar paintings, the bandwagon effect after being loaded with the essential information are as shown in Figure 8.

Fisrt feature character in the embodiment of the present application can be the different character of various features with second feature character, In one example, fisrt feature character and second feature character can be the characters of different fonts (such as fisrt feature character are Song Body character, second feature character are regular script character), (such as fisrt feature character is blue character, second for the characters of different colours Characteristic character is black character) or the character of different font size (such as fisrt feature character is the character of No. four sizes, second feature Character is the character of No. five sizes).

In one example, it if at least partly the second recommendation results are picture list, is currently arranged in the second recommendation page Second sub- recommendation results are the width paintings (as shown in Figure 7) in the picture list, then the 4th recommendation results can be and current presentation The similar another width paintings of paintings (referred to as similar paintings), similar paintings can be according to preset planning to determine and true It is after fixed that the similar paintings are associated with the paintings of current presentation, and by the identification information of similar paintings with blue character come table Show, other essential informations (such as artist's information, paintings size, collection place, creation medium and creation time) with black character come It indicates.Wherein, the identification information of similar paintings can be the title, number or other information of the similar paintings.

By being configured to character, the mark of more related informations (such as similar paintings) can be provided for user, made User grasps related information at any time, in order to which user carries out next step operation.

Optionally, after setting the character of identification information to fisrt feature character and show, further includes:

In response to being directed to the third selection instruction of identification information, the son in the page is recommended to recommend knot in second current presentation Fruit is switched to the 4th recommendation results.

Third selection instruction can be swiping for the diversified forms that user carries out display interface identification information region Any one in operation or clicking operation, such as can be user to the single-click operation of identification information shown in Fig. 8, the third Selection instruction can be distinguished with each instruction above-mentioned.

In one example, when user clicks identification information shown in Fig. 8, then current presentation is pushed away in second It recommends the paintings in interface and is switched to similar paintings, be arranged in similar paintings in the second recommendation page with full screen format.

By aforesaid operations, the embodiment of the present application can switch at any time corresponding information based on user demand, meet user's Access demand.

Optionally, on the basis of above-mentioned steps S401 to S403, as shown in figure 9, number provided by the embodiments of the present application The recommended method of works further includes following steps S901 to S903:

S901 obtains third recommendation results associated with the second recommendation results.

Optionally, when the second recommendation results include that each in the first recommendation results draws list, each thematic information, each When any one in a action message or the details of several works, third recommendation results may include second recommendation results Details.For example, third recommendation results can wrap when the second recommendation results include that each draws the details in list Include the details of each paintings in picture list；When in the second recommendation results including the details of each thematic information, the Three recommendation results may include the details of the specific sub- thematic information of some in thematic information；Action message is similarly.

S902 generates at least one third according to third recommendation results and recommends the page, each third recommend the page at least The association of part third recommendation results.

In one example, it can be generated respectively according to the details for respectively drawing single each paintings in the second recommendation results each The third of paintings recommends the page, which recommends the page to be associated with the details of the paintings, the details based on the paintings With the incidence relation for drawing single details affiliated in the second recommendation results, which recommends the page also and in the second recommendation results Single details association is drawn belonging to the paintings；As previously mentioned, the information of paintings may include paintings content (picture itself), paintings Title, paintings brief introduction, author's title, author profile, collection ground, label, it is other correlation paintings in any one more than letter Breath.

In one example, for the details of sub- thematic information and subactivity information in third recommendation results, Third recommends the generating principle of the page and picture single-phase seemingly, and details are not described herein again.

The recommendation page of third generated in the embodiment of the present application can be used as certain in the second recommendation page and draw paintings in list The details page of the subactivity information of details page, the details page of thematic information neutron thematic information or action message, provides for user Further details of information, in order to user's access.

S903, during being shown to each second recommendation page, in response to for the second recommendation results Two selection instructions recommend page switching to the third recommendation page with selected second recommendation results with incidence relation for second Face, so that third recommends third recommendation results associated by page presentation.

Second selection instruction can be the behaviour that swipes for the diversified forms that user carries out the second recommendation results in display interface Make or clicking operation in any one, such as can be user and behaviour clicked to paintings in Fig. 6 or display interface shown in Fig. 7 Make, can be distinguished with each instruction above-mentioned.

By aforesaid operations, the embodiment of the present application can be established on the basis of first recommends the page and second recommends the page Further page level, user can select according to user interest copyright shown in the second recommendation page, Recommend the further details of the selected copyright of page access by the third switched after selection.

In one example, if it is the details page of the selected paintings of user that the third switched, which recommends the page, this is in detail The bandwagon effect of feelings page is as shown in Figure 5.

Optionally, as shown in Figure 10, before the first recommendation results for obtaining the copyright for meeting active user's preference, also Include the following steps S1001 to S1004:

S1001 obtains the user basic information of active user.

Optionally, the user basic information of active user may include the account of active user.

In one example, the user basic information of active user can also include that user draws a portrait the (year of such as active user One or more information such as age, gender and hobby).

In another example, the user basic information of active user can also include the user group of current multiple users Body information, user group's information may include the location of multiple users range, sex ratio and age bracket distribution etc. one Item or multinomial information.

S1002, by user basic information input copyright recommended models trained in advance.

Optionally, copyright recommended models train in the following way:

Obtain the works information of multiple copyrights and the user basic information of multiple users and user behavior information；Root According to works information and user behavior information, determine each user to the preference value of each copyright；It, will for the same user The the first quantity copyright of preference value from high to low is as the copyright for meeting user preference.

Optionally, copyright can be paintings, draw any one or more work in single, thematic information and action message Product, accordingly, the works information of copyright can be paintings information, draw single information, thematic information and action message.

Optionally, user behavior information include in historical operation user to paintings, draw single, thematic information and action message In the operation such as click, sharing and the comment of any one or more works.

Optionally, after the works information for obtaining multiple copyrights, can also be made according to pre-set for number The classifying rules of product classifies to the works information of copyright, determines the label of each copyright.

It optionally, can also be to each user after the user basic information and user behavior information for obtaining multiple users Quantitative fusion is carried out for the user behavior information of some copyright, determines user to the Activity Index of the copyright.

In one example, user can be respectively set to the weight of the click of copyright, sharing and comment, such as will use The weight of click, sharing and the comment of family A is respectively set to 4,4,2, if user A paintings B occurred the row liked with shared For then it is (4+4)/(4+4+2)=0.8 to the Activity Index of paintings B that user A, which can be obtained,.

Optionally, according to works information and user behavior information, determine each user to the preference of each copyright When value, it can be determined by any one or a few of following several algorithms: the proposed algorithm based on temperature, pushing away based on label Algorithm, content-based recommendation algorithm, the proposed algorithm based on collaborative filtering and random proposed algorithm are recommended, below to various calculations Application in the embodiment of the present application of method is specifically introduced:

1) based on the proposed algorithm of temperature

Different user is counted to the Activity Index of different digital works, determines each user to each according to behavior index The preference value of copyright.In one example, can using user to the ground of copyright be index as the user to the number The preference value of works, for example, if user A is 0.8 to the Activity Index of works B, it is determined that Activity Index of the user A to works B It is 0.8；In another example, Activity Index of the user to copyright can be made multiplied by the result obtained after corresponding coefficient It is the user to the preference value of the copyright.

2) based on the proposed algorithm of label

Determine that each user to the Activity Index of each copyright label, specifically, can incite somebody to action according to user behavior information Some user the Activity Index of some copyright label each copyright for being included add up, will it is accumulative after numerical value As the user to the Activity Index of the copyright label；The behavior of each copyright label is referred to according to each user Number, determines that each user, specifically, can be according to some user to some copyright label to the preference value of each copyright Activity Index, the average Activity Index for each copyright that the user is included to the copyright label is determined, according to this Average Activity Index determines the preference value for each copyright that the user is included to the copyright label.

In one example, can using the user to the average Activity Index of some copyright as the user to the number The preference value of works, in another example, can by the user to the average Activity Index of some copyright multiplied by corresponding The result obtained after coefficient is as the user to the preference value of the copyright.

3) content-based recommendation algorithm

Using One Hot Encoder (efficient coding) by each copyright label in works information be converted to Amount, the similarity between copyright is then calculated using cosine similarity calculation method, determines use according to the similarity Preference value of the family to copyright.

In one example, if user A is X to the preference value of works B, the similarity between works B and works C is higher, Then can according to above-mentioned preference value X as user A to the preference value of works C.

4) based on the proposed algorithm of collaborative filtering

Determine each user to the preference of each copyright according to Activity Index of each user to each copyright Value is specific to determine method as previously mentioned, establishing user to the preference matrix of copyright, using ALS (alternating least-squares) Completion is carried out to the preference matrix, determines each user to the preference value of unknown copyright.

5) random proposed algorithm

Each user is calculated to the preference value of each copyright according to pre-set preference computation rule, and preference calculates Rule is arranged according to actual needs.

Optionally, determine each user to the preference value of each copyright using above-mentioned several proposed algorithms at the same time When, the preference value that can be obtained to different proposed algorithms merges, and amalgamation mode can be arranged according to actual needs, such as can be to not Weight coefficient is respectively set with proposed algorithm, the preference value obtained according to different proposed algorithms and corresponding weight coefficient determine most Whole preference value；In fusion process, if receiving the feedback data of user, weight system can be adjusted according to the feedback data Number, if being not received by the feedback data of user, can adjust weight coefficient according to pre-set adjustment rule, if not having Pre-set adjustment rule, then can be without the adjustment of weight coefficient.

Copyright recommended models are trained based on above-mentioned different proposed algorithm, recommendation results can be made more accurate, it is real It is now directed to the accurate recommendation of active user, promotes user experience.

Optionally, for the same user, using the first quantity copyright of preference value from high to low as meeting use The copyright of family preference, comprising:

It, will be inclined when determining preference value of some user to each copyright using any one of the above proposed algorithm Good the first quantity copyright of value from high to low is as the copyright for meeting user preference.

When determining preference value of some user to each copyright using above-mentioned several middle proposed algorithms, can will merge The the first quantity copyright of final preference value afterwards from high to low is as the copyright for meeting user preference；It can also incite somebody to action The higher copyright of the preference value that each proposed algorithm obtains is as the copyright for tentatively meeting user preference, for difference The copyright for tentatively meeting user preference that algorithm obtains is merged, and is obtained the final number for meeting user preference and is made Product, at this point, specific fusion method, which may is that, determines the practical number for tentatively meeting user preference obtained of a certain assignment algorithm Whether the quantity of works reaches the first quantity, if not reaching the first quantity, tentatively meets user for what other algorithms obtained The copyright of preference fills up the number for tentatively meeting user preference that the assignment algorithm obtains according to preference value size one by one In works, until reaching the first quantity, if the copyright filled up and existing copyright repeat, the number is filled up in stopping Word works start to fill up next copyright.

The first quantity in the embodiment of the present application can be arranged according to actual needs.

S1003 determines the copyright for meeting active user's preference by copyright recommended models.

Optionally, to meet active user inclined accordingly for user basic information output of the copyright recommended models based on input Good copyright.

S1004 determines at least one according to the works information of at least one copyright for meeting active user's preference respectively The first recommendation results of group.

Using the recommended method of copyright provided by the embodiments of the present application, at least may be implemented it is following the utility model has the advantages that

1) the embodiment of the present application can be generated at least based on the first recommendation results of the copyright for meeting active user's preference The one first recommendation page, and realized by way of successively showing each first recommendation page to the first recommendation results of each section Displaying experienced so that the copyright for meeting the user preferences is presented accurately for user with improving the access of user；

2) the embodiment of the present application can also generate at least one based on the second recommendation results associated with the first recommendation results Second recommends the page, generates at least one third based on third recommendation results associated with the second recommendation results and recommends the page, To establish the multiple page levels consulted for user, the first recommendation page switching can be pushed away for second according to the demand of user The page is recommended, recommending page switching for second is the third recommendation page, thus show the corresponding page step by step according to the demand of user, Gradually more specific works information is shown to user.

3) in the exhibition of the recommendation page (first recommends the page, second that the page and third is recommended to recommend the page) to each level During showing, it can switch between the recommendation page of same level according to the demand of user, by multiple in a manner of information flow The mode of displaying shows the recommendation page of same level to user, has both met user to the entirety of the recommendation page of same level Access demand has also reduced the number of the information content of each access, improves the access experience of user；

4) during being shown to the second recommendation page, it can call according to the demand of user and show corresponding letter Breath, makes user that can find interested information at any time, further improves the access experience of user；

5) the embodiment of the present application can user basic information based on active user and copyright trained in advance recommend mould Type, be determined for compliance with active user's preference copyright and corresponding first recommendation results, and then by first recommend the page The first recommendation results are shown, to realize the accurate recommendation for being directed to active user；Copyright used in the embodiment of the present application Recommended models can be trained based on a variety of different proposed algorithms, for being carried out simultaneously using a variety of different proposed algorithms Trained situation can also carry out fusion treatment to the training result of a variety of proposed algorithms, to keep recommendation results more accurate.

Based on the same inventive concept, the embodiment of the present application provides a kind of recommendation apparatus of copyright, and front can be performed Embodiment of the method in the recommended method of copyright that provides, as shown in figure 11, the recommendation apparatus 1100 of the copyright wraps It includes: data acquisition module 1101, page generation module 1102 and page presentation module 1103.

Data acquisition module 1101, for obtaining corresponding first recommendation of copyright for meeting active user's preference As a result；

Page generation module 1102, for generating at least one first recommendation page, Mei Ge according to the first recommendation results The one recommendation page is associated with at least partly the first recommendation results；

Page presentation module 1103, for being successively shown to each first recommendation page, so that each first recommends The page successively shows the first associated recommendation results.

Optionally, page presentation module is specifically used for: during being shown to each first recommendation page, response In the first switching command received, it is next first recommendation page by the first recommendation page switching of current presentation and opens up Show.

Optionally, page presentation module is also used to: during being shown to each first recommendation page, in response to The information update instruction received, obtains the replacement recommendation results for meeting the copyright of active user's preference；It is pushed away according to replacement It recommends result and generates at least one replacement page, each replacement page is associated with at least partly replacement recommendation results；Successively to each The replacement page is shown, so that each new replacement page successively shows associated replacement recommendation results.

Optionally, data acquisition module is also used to obtain the second recommendation results associated with the first recommendation results；The page Generation module is also used to: according to the second recommendation results generate at least one second recommend page, it is each second recommend the page with extremely The association of the second recommendation results of small part；Page presentation module is also used to: in the process being shown to each first recommendation page In, it is instructed in response to the first choice for the first recommendation results, the first recommendation page switching is extremely pushed away with selected first The second recommendation page of the result with incidence relation is recommended, so that second recommends the second recommendation results associated by page presentation.

Optionally, the data acquisition module 1101 in the embodiment of the present application and page generation module 1102 are respectively positioned on online Layer.

Optionally, page presentation module 1103 shows the first recommendation by UI (User Interface, user interface) The page, and the instruction of user can be received by the interface UI, to realize human-computer interaction；Page presentation module 1103 passes through interface shape Formula is connect with the page generation module 1102 of online layer.

Optionally, the application implements the recommendation apparatus of the copyright provided, further includes: recommendation results determining module.

The recommendation results determining module is used for: obtaining the user basic information of active user；User basic information is inputted Trained copyright recommended models in advance；By copyright recommended models, the number for meeting active user's preference is determined Works；According to the works information of at least one copyright for meeting active user's preference, determine that at least one set first pushes away respectively Recommend result.

Optionally, the recommendation apparatus of copyright provided by the embodiments of the present application, further includes: model training module is used for Copyright recommended models are trained in the following way: obtaining the works information of multiple copyrights and the user of multiple users Essential information and user behavior information；According to works information and user behavior information, determine each user to each copyright Preference value；For the same user, using the first quantity copyright of preference value from high to low as meeting user preference Copyright.

Optionally, the model training module in the embodiment of the present application includes pretreatment layer.

Pretreatment layer is used for: after the works information for obtaining multiple copyrights, can be also directed to according to pre-set The classifying rules of copyright classifies to the works information of copyright, determines the label of each copyright；It is obtaining After the user basic information and user behavior information of multiple users, the user of some copyright can be also directed to each user Behavioural information carries out Quantitative fusion, determines user to the Activity Index of the copyright.

Optionally, pretreatment layer is also used to obtain HDFS (Hadoop Distributed File System, distributed text Part system) in store multiple copyrights works information and multiple users user basic information and user behavior letter Breath, wherein the information in HDFS can periodically be imported by service database.

Optionally, the model training module in the embodiment of the present application further includes algorithm layer.

Algorithm layer is used for: according to works information and user behavior information, determining each user to each copyright When preference value, determine each user to the preference of each copyright by any one or a few in following several algorithms Value: the proposed algorithm based on temperature, the proposed algorithm based on label, content-based recommendation algorithm, pushing away based on collaborative filtering Recommend algorithm and random proposed algorithm.

Optionally, the model training module in the embodiment of the present application further includes output layer.

Output layer is used for: the copyright for meeting user preference that algorithm layer is determined is exported into Redis database, Or tentatively meet the copyright of user preference to what algorithm layer was determined and merge, final meet what is obtained after fusion The copyright of user preference is exported into Redis database.

Optionally, the pretreatment layer in the embodiment of the present application, algorithm layer and output layer can be located at offline layer, carry out corresponding Processed offline and calculating.

The recommendation apparatus 1100 of copyright provided by the embodiments of the present application has phase with mentioned-above embodiment of the method With inventive concept and identical beneficial effect, the content not being shown specifically in the recommendation apparatus 1100 of the copyright can refer to Mentioned-above embodiment of the method, details are not described herein.

Based on the same inventive concept, the embodiment of the present application provides a kind of recommendation apparatus of copyright, as shown in figure 12, The recommendation apparatus 1200 of the copyright includes: memory 1201 and processor 1202.

It is stored with computer program on memory 1201 in the embodiment of the present application, the computer program is by processor 1202 Execute the recommended method to realize copyright provided by the embodiment of the present application.

Memory 1201 in the embodiment of the present application can be ROM (Read-Only Memory, read-only memory) or can Store static information and instruction other kinds of static storage device, can be RAM (Random Access Memory, with Machine accesses memory) or the other kinds of dynamic memory of information and instruction can be stored, it is also possible to EEPROM (Electrically Erasable Programmable Read Only Memory, Electrically Erasable Programmable Read-Only Memory), CD-ROM (Compact Disc Read-Only Memory, CD-ROM) or other optical disc storages, optical disc storage (including pressure Contracting optical disc, laser disc, optical disc, Digital Versatile Disc, Blu-ray Disc etc.), magnetic disk storage medium or other magnetic storage apparatus or Person can be used in the desired program code of carrying or storage with instruction or data structure form and can be by computer access Any other medium, but not limited to this.

Processor 1202 in the embodiment of the present application can be CPU (Central Processing Unit, central processing Device), general processor, DSP (Digital Signal Processor, data signal processor), ASIC (Application Specific Integrated Circuit, specific integrated circuit), FPGA (Field-Programmable Gate Array, Field programmable gate array) either other programmable logic device, transistor logic, hardware component or its any group It closes.It, which may be implemented or executes, combines various illustrative logic blocks, module and circuit described in present disclosure. Processor 1202 is also possible to realize the combination of computing function, such as combines comprising one or more microprocessors, DSP and Wei Chu Manage the combination etc. of device.

Those skilled in the art of the present technique are appreciated that the recommendation apparatus 1200 of copyright provided by the embodiments of the present application can Think required purpose and specially design and manufacture, or also may include the known device in general purpose computer.These equipment With the computer program being stored in it, these computer programs are selectively activated or are reconstructed.Such computer program It can be stored in equipment (for example, computer) readable medium or be stored in and be suitable for storage e-command and be coupled to respectively In any kind of medium of bus.

The recommendation apparatus 1200 of copyright provided by the embodiments of the present application has identical with mentioned-above each embodiment Inventive concept and identical beneficial effect, before the content not being shown specifically in the recommendation apparatus 1200 of the copyright can refer to Each embodiment described in face, details are not described herein.

Based on the same inventive concept, the embodiment of the present application provides a kind of computer readable storage medium, is stored thereon with Computer program, the computer program realize the recommendation side of copyright provided by the embodiment of the present application when being executed by processor Method.

The computer-readable medium include but is not limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM and Magneto-optic disk), (Erasable Programmable Read-Only Memory, erasable programmable are read-only by ROM, RAM, EPROM Memory), EEPROM, flash memory, magnetic card or light card.It is, readable medium includes by equipment (for example, computer) With any medium for the form storage or transmission information that can be read.

Computer readable storage medium provided by the embodiments of the present application, with mentioned-above each embodiment hair having the same Bright design and identical beneficial effect, the content not being shown specifically in the computer readable storage medium can refer to mentioned-above Each embodiment, details are not described herein.

Those skilled in the art of the present technique have been appreciated that in the application the various operations crossed by discussion, method, in process Steps, measures, and schemes can be replaced, changed, combined or be deleted.Further, each with what is crossed by discussion in the application Kind of operation, method, other steps, measures, and schemes in process may also be alternated, changed, rearranged, decomposed, combined or deleted. Further, in the prior art to have and the step in various operations disclosed herein, method, process, measure, scheme It may also be alternated, changed, rearranged, decomposed, combined or deleted.

In the description of the present application, it is to be understood that the orientation or position of the instructions such as term " on ", "lower", "front", "rear" Setting relationship is to be based on the orientation or positional relationship shown in the drawings, and is merely for convenience of description of the present invention and simplification of the description, rather than The device or element of indication or suggestion meaning must have a particular orientation, be constructed and operated in a specific orientation, therefore cannot It is interpreted as limitation of the present invention.

Term " first ", " second " be used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance or Implicitly indicate the quantity of indicated technical characteristic." first " is defined as a result, the feature of " second " can be expressed or imply Ground includes one or more of the features.In the description of the present invention, unless otherwise indicated, the meaning of " plurality " is two or It is more than two.

It should be understood that although each step in the flow chart of attached drawing is successively shown according to the instruction of arrow, These steps are not that the inevitable sequence according to arrow instruction successively executes.Unless expressly stating otherwise herein, these steps Execution there is no stringent sequences to limit, can execute in the other order.Moreover, at least one in the flow chart of attached drawing Part steps may include that perhaps these sub-steps of multiple stages or stage are not necessarily in synchronization to multiple sub-steps Completion is executed, but can be executed at different times, execution sequence, which is also not necessarily, successively to be carried out, but can be with other At least part of the sub-step or stage of step or other steps executes in turn or alternately.

The above is only some embodiments of the application, it is noted that for the ordinary skill people of the art For member, under the premise of not departing from the application principle, several improvements and modifications can also be made, these improvements and modifications are also answered It is considered as the protection scope of the application.

Claims

1. a kind of recommended method of copyright characterized by comprising

At least one first recommendation page is generated according to first recommendation results, each described first recommends the page and at least portion Divide the first recommendation results association；

Successively to it is each it is described first recommendation the page be shown so that it is each it is described first recommendation the page successively show associated by First recommendation results.

2. the method according to claim 1, wherein described successively open up each first recommendation page Show, comprising:

During being shown to each first recommendation page, in response to the first switching command received, it will work as The first recommendation page switching of preceding displaying is next first recommendation page and shows.

3. the method according to claim 1, wherein further include:

During being shown to each first recommendation page, instructs, obtain in response to the information update received Meet the replacement recommendation results of the copyright of active user's preference；

At least one replacement page is generated according to the replacement recommendation results, each replacement page is replaced at least partly described Change recommendation results association；

Stop recommending the displaying of the page to described first, and successively each replacement page is shown, so that each institute It states the replacement page and successively shows the associated replacement recommendation results.

4. the method according to claim 1, wherein further include:

Obtain the second recommendation results associated with first recommendation results；

At least one second recommendation page is generated according to second recommendation results, each described second recommends the page and at least portion Divide the second recommendation results association；

During being shown to each first recommendation page, in response to being directed to the first of first recommendation results Selection instruction recommends page switching to have described in incidence relation to selected first recommendation results for described first Second recommends the page, so that described second recommends second recommendation results associated by page presentation.

5. according to the method described in claim 4, it is characterized by further comprising:

During being shown to each second recommendation page, described second recommends associated by the page at least partly Each sub- recommendation results in second recommendation results are arranged in current the second recommendation page simultaneously and are shown, Or, each sub- recommendation results at least partly described second recommendation results associated by the second recommendation page are successively Current the second recommendation page is arranged in be shown.

6. according to the method described in claim 5, it is characterized in that, each son associated by the second recommendation page pushes away It recommends result and is arranged successively and recommend to be shown in the page in described second, comprising:

In response to the second switching command of user's input, a son being currently arranged in the second recommendation page is pushed away It recommends result and is switched to the sub- recommendation results；

In response to the third switching command of user's input, a son being currently arranged in the second recommendation page is pushed away It recommends result and is switched to next sub- recommendation results；

Instruction is loaded in response to the information of user's input, load is currently arranged in the sub- recommendation in the second recommendation page As a result essential information and displaying.

7. according to the method described in claim 6, it is characterized in that, the load is currently arranged in the second recommendation page The sub- recommendation results essential information and displaying, comprising:

Load is currently arranged in the essential information of the sub- recommendation results in the second recommendation page；

In response to detecting in the essential information comprising having the 4th recommendation results of incidence relation with the sub- recommendation results Identification information, set fisrt feature character for the character of the identification information and show, will be in addition to the identification information The character of the essential information be set as second feature character and show；

Do not include the identification information in the essential information in response to detecting, the character of all essential informations is set It is set to second feature character and shows.

8. the method according to the description of claim 7 is characterized in that the character by the identification information is set as the first spy After levying character and showing, further includes:

In response to being directed to the third selection instruction of the identification information, son of the current presentation in the second recommendation page is pushed away It recommends result and is switched to the 4th recommendation results.

9. a kind of recommendation apparatus of copyright characterized by comprising

Data acquisition module, for obtaining corresponding first recommendation results of copyright for meeting active user's preference；

Page generation module first recommends page for generating at least one according to first recommendation results, and each described the The one recommendation page is associated with at least partly described first recommendation results；

Page presentation module, for being successively shown to each first recommendation page, so that each described first recommends The page successively shows associated first recommendation results.

10. device according to claim 9, which is characterized in that

The page presentation module is specifically used for: during being shown to each first recommendation page, in response to The first switching command received, recommending page switching for described the first of current presentation is next first recommendation page And it shows.

11. device according to claim 9, which is characterized in that

The page presentation module is also used to: during being shown to each first recommendation page, in response to connecing The information update instruction received, obtains the replacement recommendation results for meeting the copyright of active user's preference；According to described Replacement recommendation results generate at least one replacement page, and each replacement page is closed at least partly described replacement recommendation results Connection；Stop the displaying for recommending the page to described first, and successively each replacement page be shown so that it is each newly The replacement page successively shows the associated replacement recommendation results.

12. device according to claim 9, which is characterized in that

The data acquisition module is also used to obtain the second recommendation results associated with first recommendation results；

The page generation module is also used to: generating at least one second recommendation page according to second recommendation results, each The second recommendation page is associated with at least partly described second recommendation results；

The page presentation module is also used to: during being shown to each first recommendation page, in response to needle First choice instruction to first recommendation results extremely pushes away the first recommendation page switching with selected described first The second recommendation page of the result with incidence relation is recommended, so that described second recommends described second associated by page presentation Recommendation results.

13. a kind of recommendation apparatus of copyright characterized by comprising memory and processor, the memory are stored with Computer program, the computer program are executed by the processor to realize such as number described in any item of the claim 1 to 8 The recommended method of word works.

14. a kind of computer readable storage medium, which is characterized in that be stored with computer program, the computer program is located Reason device realizes the recommended method of copyright described in any item of the claim 1 to 8 when executing.