CN104182515B

CN104182515B - Information recommendation method and device and mobile terminal

Info

Publication number: CN104182515B
Application number: CN201410416157.2A
Authority: CN
Inventors: 于振北
Original assignee: Beijing Kingsoft Internet Security Software Co Ltd
Current assignee: Beijing Kingsoft Internet Security Software Co Ltd
Priority date: 2014-08-21
Filing date: 2014-08-21
Publication date: 2018-10-12
Anticipated expiration: 2034-08-21
Also published as: CN104182515A

Abstract

The invention discloses an information recommendation method, an information recommendation device and a mobile terminal, wherein the information recommendation method comprises the following steps: providing an information display page, wherein a plurality of classification tags are displayed in the information display page; respectively acquiring user preference identifications of a plurality of information contents corresponding to each classification label; acquiring user preference information corresponding to each classification label according to the user preference identification, and performing label management on the information display page according to the user preference information corresponding to each classification label; and recommending the information according to the classified labels displayed in the information display page after label management. The information recommendation method provided by the embodiment of the invention can be used for more accurately judging the information content liked or interested by the user, so that the personalized information can be more accurately recommended to the user. In addition, the user preference information corresponding to each classification label is acquired without a mark set by a user, and the user experience is smoother and more natural.

Description

Information recommendation method, device and mobile terminal

Technical field

The present invention relates to a kind of Internet technical field more particularly to information recommendation method, device and mobile terminals.

Background technology

With the fast development of Internet technology, personalized recommendation has become for net indispensable in people's network life One of network service also becomes an emphasis of internet product future development.

Currently, existing personalized recommendation scheme is mainly：1, user likes or interested according to own interests setting Classification, system obtains corresponding recommendation information according to hobby set by user or interested classification, and recommends user.Example Such as, by taking news is recommended as an example, if user sets interested news category as current events hot spot, sport etc., system can obtain pair The hot news content answered, sports news commending contents are to user.2, system according to user to different classes of information labeling Hobby labeled analysis, which goes out user, to be liked or interested classification, and is obtained corresponding recommendation information and recommended.For example, information exhibition Show that the support that can be clicked with user in the page such as does not either support, likes or do not like, collect at the buttons, user is when browsing It can show the hobby of oneself by the clicking operation to these buttons, to which system can be according to the type for recommending to like for user Information.

But said program the problem is that, either user oneself sets hobby or interested classification, or logical The button crossed in the page to browsing inputs oneself attitude to the page, all relies on the operation of user itself, increases use Family operating cost, and since some users voluntarily select the time of label and energy limited, or be reluctant in view of individual privacy Meaning goes setting hobby or interested classification, can only be recommended at this time for specific user according to the hobby of most users, It is reduced so as to cause the accuracy rate of recommendation results, poor user experience.

Invention content

The present invention is directed to solve at least some of the technical problems in related technologies.For this purpose, the present invention the The purpose of one side is to propose a kind of information recommendation method, can more accurately judge user like or interested information in Hold, so as to be more accurately that user recommends customized information.

The purpose of the second aspect of the present invention is to propose a kind of information recommending apparatus.

In order to achieve the above object, embodiment proposes a kind of information recommendation method according to a first aspect of the present invention, including it is following Step：There is provided information displayed page, wherein multiple tag along sorts are shown in described information displayed page；Each point is obtained respectively The user preferences of the corresponding multiple information contents of class label identify；Each contingency table is obtained according to user preferences mark It signs corresponding user preference information, and page is shown to described information according to the corresponding user preference information of each tag along sort Face carries out tag control；Information recommendation is carried out according to tag along sort shown in the information displayed page after progress tag control.

The information recommendation method of the embodiment of the present invention, can be according to the corresponding letter of tag along sort shown in information displayed page The user preferences mark for ceasing content obtains the user preference information of each tag along sort, and is believed according to the user preferences of each label It ceases and tag control is carried out to the tag along sort in information displayed page, to according in information displayed page after progress tag control The tag along sort of displaying carries out information recommendation, can more accurately judge that user likes or the interested information content, so as to Enough is more accurately that user recommends customized information.In addition, obtaining the corresponding user preference information of each tag along sort without using The label of family setting, the usage experience more remarkable fluency of user.

The embodiment of the second aspect of the present invention provides a kind of information recommending apparatus, including：First provides module, is used for There is provided information displayed page, wherein multiple tag along sorts are shown in described information displayed page；First acquisition module, for dividing The user preferences mark of the corresponding multiple information contents of each tag along sort is not obtained；Second acquisition module, for according to User preferences mark obtains the corresponding user preference information of each tag along sort；Management module, for according to described each The corresponding user preference information of tag along sort carries out tag control to described information displayed page；Recommending module, for according into Tag along sort carries out information recommendation shown in information displayed page after row label management.

The information recommending apparatus of the embodiment of the present invention, can be according to the corresponding letter of tag along sort shown in information displayed page The user preferences mark for ceasing content obtains the user preference information of each tag along sort, and is believed according to the user preferences of each label It ceases and tag control is carried out to the tag along sort in information displayed page, to according in information displayed page after progress tag control The tag along sort of displaying carries out information recommendation, can more accurately judge that user likes or the interested information content, so as to Enough is more accurately that user recommends customized information.In addition, obtaining the corresponding user preference information of each tag along sort without using The label of family setting, the usage experience more remarkable fluency of user.

The embodiment of the third aspect of the present invention provides a kind of mobile terminal, shell, processor, memory, circuit board And power circuit, wherein the circuit board is placed in the space interior that the shell surrounds, the processor and the memory It is arranged on the circuit board；The power circuit, for being each circuit or the device power supply of the mobile terminal；It is described to deposit Reservoir is for storing executable program code；The processor is by reading the executable program code stored in the memory Run program corresponding with the executable program code, for：There is provided information displayed page, wherein described information exhibition Show and shows multiple tag along sorts in the page；The user preferences mark of the corresponding multiple information contents of each tag along sort is obtained respectively Know；The corresponding user preference information of each tag along sort is obtained according to user preferences mark, and according to described each The corresponding user preference information of tag along sort carries out tag control to described information displayed page；After carrying out tag control Tag along sort shown in information displayed page carries out information recommendation.

The mobile terminal of the embodiment of the present invention, can be according in the corresponding information of tag along sort shown in information displayed page The user preferences mark of appearance obtains the user preference information of each tag along sort, and according to the user preference information pair of each label Tag along sort in information displayed page carries out tag control, to be shown according in information displayed page after progress tag control Tag along sort carry out information recommendation, can more accurately judge that user likes or the interested information content, so as to more It is accurately that user recommends customized information.It is set without user in addition, obtaining the corresponding user preference information of each tag along sort Fixed label, the usage experience more remarkable fluency of user.

Description of the drawings

The above-mentioned and/or additional aspect and advantage of the present invention will become in the description from combination following accompanying drawings to embodiment Obviously and it is readily appreciated that, wherein：

Fig. 1 is the flow chart according to the information recommendation method of one embodiment of the invention；

Fig. 2 a are the schematic diagram according to the information displayed page of one embodiment of the invention；

Fig. 2 b are the schematic diagram according to the information displayed page of another embodiment of the present invention；

Fig. 3 is the flow chart according to the information recommendation method of another embodiment of the present invention；

Fig. 4 is the flow chart according to the information recommendation method of another embodiment of the invention；

Fig. 5 is the structural schematic diagram according to the information recommending apparatus of one embodiment of the invention；

Fig. 6 is the structural schematic diagram according to the information recommending apparatus of a specific embodiment of the invention；

Fig. 7 is the structural schematic diagram according to the information recommending apparatus of another specific embodiment of the invention.

Specific implementation mode

The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached The embodiment of figure description is exemplary, it is intended to for explaining the present invention, and is not considered as limiting the invention.

Below with reference to the accompanying drawings information recommendation method, device and mobile terminal according to the ... of the embodiment of the present invention are described.

Fig. 1 is the flow chart according to the information recommendation method of one embodiment of the invention.

As shown in Figure 1, the information recommendation method, including：

S101 provides information displayed page, wherein multiple tag along sorts are shown in information displayed page.

Wherein, tag along sort is the label of the classification for indicating the different information contents, and tag along sort can be in information The classifying content of appearance can also be the classification in the source of the information content, by taking the news displayed page of news client as an example, news Multiple points of hot news, Economic News, sports news, entertainment news, science and technology news, military news etc. can be shown in displayed page Class label；Or displaying CNN (Cable News Network, CNN), People's Net, Market Watch Multiple tag along sorts such as (news websites under Jones), naturally it is also possible to be multiple points obtained by other mode classifications Class label.

It shows that multiple tag along sorts can be all classification label in information displayed page, can also be in all classification label Part classifying label, user by the slide of the display area to tag along sort or can pass through and click drop-down menu etc. Mode makes other tag along sorts show that the present invention do not limit the form that shows of tag along sort.In the reality of the present invention It applies in example, information displayed page can be as shown in Figure 2 a, wherein in region, A illustrates " Business " (business), " Sports " (sport), " Finance " (finance and economics) three tag along sorts, user can be controlled by leftward or rightward slide and be shown in information The region A of the page shows other tag along sorts.

S102 obtains the user preferences mark of the corresponding multiple information contents of each tag along sort respectively.

The user preferences mark of the information content may include showing whether user likes the page or whether feel the page The mark of interest, such as like identifying and not liking mark.In one embodiment of the invention, by taking news as an example, Mei Gexin It can be news item in every class news to cease content, such as the news got married about star A in entertainment news.Specifically, in this hair In bright one embodiment, the user preferences mark of the corresponding multiple information contents of each tag along sort is obtained respectively, including：Point Not Huo Qu user for the corresponding multiple information contents of each tag along sort navigation patterns record；And navigation patterns are recorded It is analyzed, and generates the user preferences mark of multiple information contents according to analysis result.

Wherein, page residence time when navigation patterns record includes browsing information displayed page, page pulldown length, right It is one or more in the hobby label of the page.

More specifically, can judge whether user likes corresponding page info according to the page residence time, for example, If user is more than first time threshold for the page residence time of the page, judge that user likes in the information in the page Hold, if user is less than second time threshold for the page residence time of the page, judges that user does not like in the page The information content.Wherein, second time threshold is less than or equal to first time threshold, and first time threshold and second time threshold can It is counted according to the reading rate of a certain number of users, and information content in the page is combined to preset, for example, at the first time Threshold value can be set as 10 seconds, and second time threshold can be set as 3 seconds.

Alternatively, in the page region of the information content such as page lower part to the user selectable hobby label choosing can be provided , for example, liking option, support option does not like option etc., is directly sentenced according to the hobby label of the page of user's selection It is disconnected, for example, if the hobby of the page judges that user likes the information in the page labeled as " liking ", " support ", " praising " etc. Content, if the hobby of the page judges that user does not like in the information in the page labeled as " not liking ", " not supporting " etc. Hold.

Or judge whether user likes corresponding page info according to page pulldown length, for example, if The ratio that page pulldown length accounts for page area is more than the first preset ratio, then judges that user likes in the information in the page Hold, if the ratio that page pulldown length accounts for page area is less than the second preset ratio, judges that user does not like in the page The information content.Wherein, the first preset ratio and the second preset ratio are to preset, and the second preset ratio is less than or equal to the One preset ratio, the first preset ratio and the second preset ratio can it is equal can not also be equal.

Certainly, the page may include information content portions and comment portion in two sub-sections, can be respectively according to information content portion Point page pulldown length and the pulldown length of comment part judge whether user likes the information content or to commenting respectively Whether like by content, as long as user likes one of the information content and comment content, then judges that user likes the page in the page Face information.

S103 obtains the corresponding user preference information of each tag along sort according to user preferences mark.

In one embodiment of the invention, the corresponding user preference information of tag along sort is used to indicate whether user likes The tag along sort, as user likes the tag along sort and user does not like the tag along sort.

Specifically, it by taking user preferences mark includes liking identifying and not liking mark as an example, is obtained according to user preferences mark The corresponding user preference information of each tag along sort is taken specifically to may include following steps：

If indicating that the quantity of liking identifying for liking the information content meets the first default item in the user preferences mark obtained Part then judges that user likes the corresponding tag along sort of multiple information contents, wherein the first preset condition includes：User preferences mark The quantity that mark is liked in knowledge is more than first threshold；And/or the quantity for liking identifying in user preferences mark accounts for user preferences mark The ratio of knowledge is more than the first preset ratio.

If instruction does not like the quantity satisfaction second for not liking mark of the information content in the user preferences mark obtained Preset condition then judges that user does not like the corresponding tag along sort of multiple information contents, wherein the second preset condition includes：With The quantity that mark is not liked in the hobby mark of family is more than second threshold；And/or the quantity of mark is not liked in user preferences mark The ratio for accounting for user preferences mark is more than the second preset ratio.

For obtaining the side of the corresponding user preference information of each tag along sort according to other kinds of user preferences mark Case can refer to the scheme that likes identifying and not like mark, numerous to list herein.

S104 carries out tag control according to the corresponding user preference information of each tag along sort to information displayed page.

In an embodiment of the present invention, can user be obtained not according to the corresponding user preference information of each tag along sort first At least one tag along sort liked, then deletes at least one point from multiple tag along sorts shown in information displayed page Class label, alternatively, at least one tag along sort shown in information displayed page is replaced with other tag along sorts.Specifically Ground can judge whether user likes the classification for each tag along sort according to the corresponding user preference information of the tag along sort Then label deletes these classification so as to obtain at least one tag along sort that user does not like in information displayed page Label.For example, for the information displayed page in Fig. 2 a, if deleting tag along sort " Business " (business) Information displayed page afterwards can be as shown in Figure 2 b, in region A illustrate " Sports " (sport), " Finance " (finance and economics), " Technology " (science and technology) three tag along sorts, user can still be controlled by leftward or rightward slide and be shown in region A Other tag along sorts will not include still, in these tag along sorts " Business " (business) this tag along sort.

S105 carries out information recommendation according to tag along sort shown in the information displayed page after progress tag control.

In an embodiment of the present invention, specifically, after carrying out tag control to tag along sort shown in displayed page, The tag along sort still shown in information displayed page after tag control can be obtained, these contingency tables still shown are then obtained The corresponding information content is signed, and these information contents are recommended into user, more specifically, can be carried out according to different tag along sorts Classification is recommended, and to show that orderliness is more clear, is checked convenient for user.

For example, if it is sports news, joy to carry out page classification shown in information displayed page after tag control Happy news can then obtain newest sport information and/or newest amusement information or newest money related to sport and/or amusement News, and recommend user.

Certainly, at least one subtab can be further comprised for each tag along sort, for example, sports news can be further Including subtabs such as football, basketball, baseball, track and fields, amusement may include the subtabs such as star, Eight Diagrams, video display.In this regard, can pass through Said program is managed the subtab of each tag along sort, and is obtained according to the subtab of each tag along sort after management The corresponding information content, recommends user.

Certainly, in an embodiment of the present invention, the user preference information of each tag along sort can be periodically obtained, and to information Tag along sort shown in displayed page is managed, so as to be more accurately that user carries out information recommendation.

Fig. 3 is the flow chart according to the information recommendation method of another embodiment of the present invention.

As shown in figure 3, the information recommendation method, including：

Wherein, step S301-S303 is identical with step S101-S103 in Fig. 1, and details are not described herein.

S304 obtains at least one contingency table that user does not like according to the corresponding user preference information of each tag along sort Label.

Specifically, for each tag along sort, it can judge that user is according to the corresponding user preference information of the tag along sort It is no to like the tag along sort, so as to obtain at least one tag along sort that user does not like.

S305 deletes at least one tag along sort from multiple tag along sorts shown in information displayed page, alternatively, will At least one tag along sort shown in information displayed page replaces with other tag along sorts.

S306 carries out information recommendation according to not deleted tag along sort in information displayed page.

It specifically, can be according to not deleted tag along sort after at least one tag along sort being deleted in information displayed page Obtain the corresponding information content, and these information contents recommended into user, more specifically, can according to different tag along sorts into Row classification is recommended, and to show that orderliness is more clear, is checked convenient for user.

S307 receives the setting instruction that user inputs in information displayed page.

In an embodiment of the present invention, setting instruction can be that the click of the setting button provided in interface is shown to information Operation, can also be default gesture operation, can also be phonetic order etc..

When user wish to receive do not have in some information displayed pages displaying the corresponding information content of tag along sort, or When the corresponding information content of tag along sort of current presentation cannot meet user demand, user can will be liked by inputting setting instruction Joyous or interested tag along sort is added to information displayed page and is shown again.

S308 provides multiple tag along sorts according to setting instruction, and multiple tag along sorts include point of at least one deletion Class label.

Specifically, after receiving setting instruction, all classification label that information displayed page can be shown can be supplied to User, each tag along sort provided can be selected state or non-selected state, wherein selected state indicates the tag along sort It is shown in information displayed page, non-selected state indicates that the tag along sort is not shown in information displayed page, to more It is screened convenient for user.In addition, for user's screening of being more convenient for, the contingency table deleted in information displayed page can be only provided Label, to improve user's efficiency of selection.

S309, receives selection operation of the user to the tag along sort deleted in multiple tag along sorts, and by selection operation pair The tag along sort answered is added to information displayed page again.

Specifically, user can select corresponding tag along sort as needed, and after user confirms selection, the selection of user is grasped Information displayed page will be added by making corresponding tag along sort.

In another embodiment of the present invention, if tag along sort shown in information displayed page has user not like Or uninterested tag along sort, user can also select this kind of tag along sort, its selected state is made to be switched to non-choosing Middle state, to which after user confirms selection, this kind of tag along sort will not be shown in information displayed page.

The information recommendation method of the embodiment of the present invention, it includes at least one deletion that offer can be instructed according to the setting of user Multiple tag along sorts of tag along sort, and the corresponding tag along sort of the selection operation of multiple tag along sorts is added to according to user Information displayed page is shown, to recommend corresponding personalized letter to user in time when user preferences change Breath, the user experience is improved.

Fig. 4 is the flow chart according to the information recommendation method of another embodiment of the invention.

Wherein, step S401-S406 is identical with step S301-S306 in Fig. 3, and details are not described herein.

S407 obtains the corresponding multiple information contents of tag along sort shown in information displayed page according to predetermined period User preferences identify.

Wherein, predetermined period can be 1 week, 10 days etc., or other values, the present invention do not limit this.

S408, according to the user preferences of the corresponding multiple information contents of the tag along sort of displaying mark and the information content pair The tag along sort answered obtains the user preferences mark corresponding to the information content for the tag along sort deleted.

S409 is identified according to the user preferences of the information content for corresponding to the tag along sort deleted of deletion, is obtained and delete The corresponding user preference information of tag along sort.

In an embodiment of the present invention, each information content can have at least one tag along sort, therefore, when a classification Label in information displayed page after deleting, if be possible to have should for the corresponding information content of other not deleted tag along sorts The corresponding information content of tag along sort of deletion, if user likes in the information content of these tag along sorts with the deletion Be identified as well like mark quantity be more than certain amount, then show user may like again the deletion tag along sort or It is interested in the tag along sort of the deletion, therefore, the tag along sort after deletion can be again added on information displaying interface.

S410, when the corresponding user preference information of tag along sort according to deletion determines that user likes the contingency table deleted Label, information displayed page is added to by the tag along sort of deletion again.

The information recommendation method of the embodiment of the present invention, can be according to predetermined period according to the corresponding letter of not deleted tag along sort The user preferences of breath content identify the user preference information of the tag along sort to obtain deletion, and will be used in the tag along sort of deletion The tag along sort that family is liked is added in information displayed page and is shown again, so as to be periodically that user recommends personalization Information, further the user experience is improved.

In order to realize that above-described embodiment, the present invention also propose a kind of information recommending apparatus.

Fig. 5 is the structural schematic diagram according to the information recommending apparatus of one embodiment of the invention.

As shown in figure 5, the information recommending apparatus, including：First provides module 10, the first acquisition module 20, second obtains Module 30, management module 40 and recommending module 50.

Specifically, the first offer module 10 is for providing information displayed page, wherein is shown in information displayed page multiple Tag along sort.

First acquisition module 20 is used to obtain the user preferences mark of the corresponding multiple information contents of each tag along sort respectively Know.The user preferences mark of the information content may include showing whether user likes the page or whether interested to the page Mark, such as like identifying and not liking mark.In one embodiment of the invention, by taking news as an example, each information content Can be news item in every class news, such as the news got married about star A in entertainment news.

In one embodiment of the invention, the first acquisition module 20 is specifically used for：User is obtained respectively for each point The navigation patterns of the corresponding multiple information contents of class label record, and analyze navigation patterns record, and are tied according to analysis Fruit generates the user preferences mark of multiple information contents, wherein navigation patterns record includes page when browsing information displayed page The face residence time, page pulldown length, to the page hobby label in it is one or more.

Wherein, the first acquisition module 20 can be believed according to the page residence time to judge whether user likes the corresponding page Breath, for example, if user is more than first time threshold for the page residence time of the page, judge that user likes the page The information content in face judges that user does not like if user is less than second time threshold for the page residence time of the page The information content in the joyous page.Wherein, second time threshold is less than or equal to first time threshold, first time threshold and the Two time thresholds can be counted according to the reading rate of a certain number of users, and information content in the page is combined to preset, For example, first time threshold can be set as 10 seconds, second time threshold can be set as 3 seconds.

Alternatively, in the page region of the information content such as page lower part to the user selectable hobby label choosing can be provided , for example, liking option, support option does not like option etc., the happiness for the page that the first acquisition module 20 can be selected according to user Good label is directly judged, for example, if the hobby of the page labeled as " liking ", " support ", " praising " etc., judges that user likes The information content in the joyous page, if the hobby of the page judges that user does not like labeled as " not liking ", " not supporting " etc. The information content in the page.

Or first acquisition module 20 can be believed to judge whether user likes the corresponding page according to page pulldown length Breath, for example, if the ratio that page pulldown length accounts for page area is more than the first preset ratio, judge that user likes this The information content in the page judges user if the ratio that page pulldown length accounts for page area is less than the second preset ratio The information content in the page is not liked.Wherein, the first preset ratio and the second preset ratio are to preset, the second default ratio Example is less than or equal to the first preset ratio, the first preset ratio and the second preset ratio can it is equal can not also be equal.

Second acquisition module 30 is used to obtain the corresponding user preference information of each tag along sort according to user preferences mark.

In one embodiment of the invention, the corresponding user preference information of tag along sort includes that user likes the contingency table Label and user do not like the tag along sort.

More specifically, with user preferences mark be used to indicate whether user likes the tag along sort, such as like mark and not For liking mark, the second acquisition module 30 is specifically used for：When the information content is liked in instruction in the user preferences mark of acquisition When liking identifying quantity the first preset condition of satisfaction, judge that user likes the corresponding tag along sort of multiple information contents, and work as and obtain When instruction does not like quantity the second preset condition of satisfaction for not liking mark of the information content in the user preferences mark taken, judge User does not like the corresponding tag along sort of multiple information contents.

Wherein, the first preset condition includes：The quantity that mark is liked in user preferences mark is more than first threshold；And/or The quantity that mark is liked in user preferences mark accounts for the ratio of user preferences mark more than the first preset ratio；Second preset condition Including：The quantity that mark is not liked in user preferences mark is more than second threshold；And/or mark is not liked in user preferences mark The ratio that the quantity of knowledge accounts for user preferences mark is more than the second preset ratio.

Management module 40 is used for according to the corresponding user preference information of each tag along sort to information displayed page into rower Label management.

More specifically, in one embodiment of the invention, as shown in fig. 6, management module 40 specifically includes：Acquiring unit 41, deleting unit 42, the first receiving unit 43, offer unit 44, the second receiving unit 45 and the first adding device 46, wherein：

Acquiring unit 41 is used to obtain user according to the corresponding user preference information of each tag along sort and not like at least One tag along sort；For each tag along sort, acquiring unit 41 can be sentenced according to the corresponding user preference information of the tag along sort Whether disconnected user likes the tag along sort, so as to obtain at least one tag along sort that user does not like.

Deleting unit 42 from multiple tag along sorts shown in information displayed page for deleting at least one contingency table Label, alternatively, at least one tag along sort shown in information displayed page is replaced with other tag along sorts；For example, For the information displayed page in Fig. 2 a, if deleting the displaying page of the information after tag along sort " Business " (business) Face can be as shown in Figure 2 b, and in region, A illustrates " Sports " (sport), " Finance " (finance and economics), " Technology " (science and technology) Three tag along sorts, user can still be controlled by leftward or rightward slide and show other tag along sorts in region A, still, It will not include " Business " (business) this tag along sort in these tag along sorts.

First receiving unit 43 be used for deleted from multiple tag along sorts shown in information displayed page it is at least one After tag along sort, the setting instruction that user inputs in information displayed page is received；In an embodiment of the present invention, setting instruction It can be the clicking operation that the setting button provided in interface is provided to information, can also be default gesture operation, can also be Phonetic order etc..When user wish to receive do not have in some information displayed pages displaying the corresponding information content of tag along sort, Or the tag along sort corresponding information content of current presentation, when cannot meet user demand, user, which can pass through, inputs setting instruction It will like or interested tag along sort be added to information displayed page and be shown again.

It provides unit 44 to be used to provide multiple tag along sorts according to setting instruction, multiple tag along sorts include at least one The tag along sort of deletion；More specifically, after receiving setting instruction, provide what unit 44 can show information displayed page All classification label is supplied to user, and each tag along sort provided can be selected state or non-selected state, wherein choose State indicates that the tag along sort is shown in information displayed page, and non-selected state indicates that the tag along sort is not shown in information It is shown in the page, to be more convenient for, user screens.In addition, for user's screening of being more convenient for, information displaying page can be only provided The tag along sort deleted in face, to improve user's efficiency of selection.

Second receiving unit 45 is for receiving selection operation of the user to the tag along sort deleted in multiple tag along sorts；

First adding device 46 is used to the corresponding tag along sort of selection operation being added to information displayed page again.Specifically Ground, user can select corresponding tag along sort as needed, after user confirms selection, the corresponding classification of selection operation of user Label will be added into information displayed page.

The multiple contingency tables for the tag along sort for including at least one deletion can be provided as a result, according to the setting instruction of user Label, and information displayed page is added to the corresponding tag along sort of the selection operation of multiple tag along sorts according to user and is opened up Show, to recommend corresponding customized information to user in time when user preferences change, the user experience is improved.

Wherein, the first receiving unit 43, offer unit 44, the second receiving unit 45 and the first adding device 46 are optional 's.

In another embodiment of the present invention, each information content has multiple tag along sorts, as shown in fig. 7, management Module 40 specifically includes：Acquiring unit 41, deleting unit 42, second acquisition unit 47 and third acquiring unit 48, second are added Unit 49, wherein：

The function of acquiring unit 41 and deleting unit 42 is identical with embodiment illustrated in fig. 6, no longer describes again.

Second acquisition unit 47 be used for deleted from multiple tag along sorts shown in information displayed page it is at least one After tag along sort, the corresponding multiple information contents of tag along sort shown in information displayed page are obtained according to predetermined period User preferences identify；Wherein, predetermined period can be 1 week, 10 days etc., or other values, the present invention do not limit this.

Third acquiring unit 48 is used to be identified according to the user preferences of the corresponding multiple information contents of tag along sort of displaying And the corresponding tag along sort of the information content, the user preferences mark corresponding to the information content for the tag along sort deleted is obtained, And identified according to the user preferences of the information content for corresponding to the tag along sort deleted of deletion, obtain the tag along sort of deletion Corresponding user preference information；In an embodiment of the present invention, each information content can have at least one tag along sort, because This, after a tag along sort is deleted from information displayed page, if in the corresponding information of other not deleted tag along sorts Having may be with the corresponding information content of tag along sort of the deletion, if in the letter of these tag along sorts with the deletion User preferences are identified as the quantity for liking mark more than certain amount in breath content, then show that user may like the deletion again Tag along sort or interested in the tag along sort of the deletion, therefore, third acquiring unit 48 can be by the classification after deletion Label is again added on information displaying interface.

Second adding device 49 is additionally operable to work as determines that user likes according to the corresponding user preference information of tag along sort of deletion The tag along sort of deletion is added to information displayed page by the tag along sort vigorously deleted again.

As a result, can according to predetermined period according to the user preferences of the corresponding information content of not deleted tag along sort identify come The user preference information for the tag along sort deleted is obtained, and the tag along sort that user likes in the tag along sort of deletion is added again It adds in information displayed page and is shown, so as to be periodically that user recommends customized information, further improve user Experience.

Recommending module 50 is used to carry out letter according to tag along sort shown in the information displayed page after progress tag control Breath is recommended.

In an embodiment of the present invention, more specifically, management module 40 to tag along sort shown in displayed page into After row label management, recommending module 50 can obtain the tag along sort still shown in information displayed page after tag control, then The corresponding information content of tag along sort that these still show is obtained, and these information contents are recommended into user, more specifically, Classification recommendation can be carried out according to different tag along sorts, to show that orderliness is more clear, be checked convenient for user.

For example, if it is sports news, joy to carry out page classification shown in information displayed page after tag control Happy news, then recommending module 50 can obtain newest sport information and/or newest amusement information or with sport and/or amusement Related newest information, and recommend user.

In order to realize that above-described embodiment, the present invention also propose a kind of mobile terminal.

The mobile terminal of the embodiment of the present invention, including：Shell, processor, memory, circuit board and power circuit, wherein Circuit board is placed in the space interior that shell surrounds, and processor and memory setting are on circuit boards；Power circuit, for being to move Each circuit of dynamic terminal or device power supply；Memory is for storing executable program code；Processor is by reading memory The executable program code of middle storage runs program corresponding with executable program code, for executing：

S101 ' provides information displayed page, wherein multiple tag along sorts are shown in information displayed page.

S102 ' obtains the user preferences mark of the corresponding multiple information contents of each tag along sort respectively.

Or judge whether user likes corresponding page info according to page pulldown length, for example, if The ratio that page pulldown length accounts for page area is more than the first preset ratio, then judges that user likes in the information in the page Hold, if the ratio that page pulldown length accounts for page area is less than the second preset ratio, judges that user does not like in the page The information content.Wherein, the first preset ratio and the second preset ratio are to preset, and the second preset ratio is less than or equal to the One preset ratio, the first preset ratio and the second preset ratio can it is equal can not also be equal.Certainly, the page may include information Content part and comment portion in two sub-sections, can be respectively according to the page pulldown lengths of information content portions and comment parts Whether whether pulldown length liked the information content judging user respectively or liked comment content, as long as user likes letter One of content and comment content are ceased, then judges that user likes the page info in the page.

S103 ' obtains the corresponding user preference information of each tag along sort according to user preferences mark.

S104 ' carries out tag control according to the corresponding user preference information of each tag along sort to information displayed page.

S105 ' carries out information recommendation according to tag along sort shown in the information displayed page after progress tag control.

In one embodiment of the invention, processor is deleted from multiple tag along sorts shown in information displayed page After at least one tag along sort, it is additionally operable to：The setting instruction that user inputs in information displayed page is received, and according to setting Instruction provides multiple tag along sorts, and multiple tag along sorts include the tag along sort of at least one deletion, and receives user couple The selection operation for the tag along sort deleted in multiple tag along sorts, and the corresponding tag along sort of selection operation is added to letter again Cease displayed page.To which corresponding customized information can be recommended to user in time when user preferences change, improve User experience.

In another embodiment of the present invention, each information content can have multiple tag along sorts, and processor is from letter After deleting at least one tag along sort in multiple tag along sorts shown in breath displayed page, it is additionally operable to：According to predetermined period Obtain the user preferences mark of the corresponding multiple information contents of tag along sort shown in information displayed page；According to point of displaying The user preferences of the corresponding multiple information contents of class label identify and the corresponding tag along sort of the information content, obtain to correspond to and delete The user preferences of the information content of the tag along sort removed identify；According to the information content for corresponding to the tag along sort deleted of deletion User preferences mark, obtain the corresponding user preference information of tag along sort of deletion；It is corresponded to when according to the tag along sort of deletion User preference information determine user like delete tag along sort, by the tag along sort of deletion be added to again information show page Face.So as to be periodically that user recommends customized information, further the user experience is improved.

In the description of the present invention, it is to be understood that, term "center", " longitudinal direction ", " transverse direction ", " length ", " width ", " thickness ", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom" "inner", "outside", " up time The orientation or positional relationship of the instructions such as needle ", " counterclockwise ", " axial direction ", " radial direction ", " circumferential direction " be orientation based on ... shown in the drawings or Position relationship is merely for convenience of description of the present invention and simplification of the description, and does not indicate or imply the indicated device or element must There must be specific orientation, with specific azimuth configuration and operation, therefore be not considered as limiting the invention.

In addition, term " first ", " second " are used for description purposes only, it is not understood to indicate or imply relative importance Or implicitly indicate the quantity of indicated technical characteristic.Define " first " as a result, the feature of " second " can be expressed or Implicitly include at least one this feature.In the description of the present invention, the meaning of " plurality " is two or more, such as two It is a, three etc., unless otherwise specifically defined.

In the present invention unless specifically defined or limited otherwise, term " installation ", " connected ", " connection ", " fixation " etc. Term shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or integral；Can be that machinery connects It connects, can also be electrical connection；It can be directly connected, can also can be indirectly connected through an intermediary in two elements The interaction relationship of the connection in portion or two elements, unless otherwise restricted clearly.For those of ordinary skill in the art For, the specific meanings of the above terms in the present invention can be understood according to specific conditions.

In the present invention unless specifically defined or limited otherwise, fisrt feature can be with "above" or "below" second feature It is that the first and second features are in direct contact or the first and second features pass through intermediary mediate contact.Moreover, fisrt feature exists Second feature " on ", " top " and " above " but fisrt feature be directly above or diagonally above the second feature, or be merely representative of Fisrt feature level height is higher than second feature.Fisrt feature second feature " under ", " lower section " and " below " can be One feature is directly under or diagonally below the second feature, or is merely representative of fisrt feature level height and is less than second feature.

In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not It must be directed to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be in office It can be combined in any suitable manner in one or more embodiments or example.In addition, without conflicting with each other, the skill of this field Art personnel can tie the feature of different embodiments or examples described in this specification and different embodiments or examples It closes and combines.

Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example Property, it is not considered as limiting the invention, those skilled in the art within the scope of the invention can be to above-mentioned Embodiment is changed, changes, replacing and modification.

Claims

1. a kind of information recommendation method, which is characterized in that include the following steps：

There is provided information displayed page, wherein multiple tag along sorts are shown in described information displayed page；

The user preferences mark of the corresponding multiple information contents of each tag along sort is obtained respectively；

The corresponding user preference information of each tag along sort is obtained according to user preferences mark, and according to described each The corresponding user preference information of tag along sort carries out tag control to described information displayed page, described according to each classification The corresponding user preference information of label carries out tag control to described information displayed page, including：According to each contingency table It signs corresponding user preference information and obtains at least one tag along sort that user does not like；It is shown from described information displayed page The multiple tag along sort in delete at least one tag along sort, alternatively, by shown in described information displayed page At least one tag along sort replaces with other tag along sorts；It is described shown in the described information displayed page it is described After deleting at least one tag along sort in multiple tag along sorts, the method further includes：User is received in described information The setting instruction of displayed page input；The multiple tag along sort, the multiple tag along sort are provided according to setting instruction It include the tag along sort of at least one deletion；The user is received to divide what is deleted described in the multiple tag along sort The selection operation of class label, and the corresponding tag along sort of the selection operation is added to described information displayed page again；

Information recommendation is carried out according to tag along sort shown in the information displayed page after progress tag control.

2. information recommendation method as described in claim 1, which is characterized in that

The user preferences mark includes liking identifying and not liking mark, and the user preference information is used to indicate the user Whether the tag along sort is liked；

It is described that the corresponding user preference information of each tag along sort is obtained according to user preferences mark, including：

If indicating that the quantity of liking identifying for liking described information content meets first in advance in the user preferences mark of the acquisition If condition, then judge that user likes the corresponding tag along sort of the multiple information content；

If instruction does not like the quantity satisfaction for not liking mark of described information content in the user preferences mark of the acquisition Second preset condition then judges that the user does not like the corresponding tag along sort of the multiple information content.

3. method as claimed in claim 2, which is characterized in that

First preset condition includes：

The quantity that mark is liked described in the user preferences mark is more than first threshold；

And/or the quantity of mark is liked described in user preferences mark and accounts for the ratio of the user preferences mark and is more than the One preset ratio；

Second preset condition includes：

The quantity that mark is not liked described in the user preferences mark is more than second threshold；

And/or the quantity of mark is not liked described in user preferences mark and accounts for the ratio of the user preferences mark and is more than Second preset ratio.

4. information recommendation method as described in claim 1, which is characterized in that

Described information content is corresponding at least one tag along sort；

At least one contingency table is deleted from the multiple tag along sort shown in described information displayed page described After label, the method further includes：

The user of the corresponding multiple information contents of tag along sort shown in described information displayed page is obtained according to predetermined period Hobby mark；

According to the user preferences of the corresponding multiple information contents of the tag along sort of displaying mark and described information content pair The tag along sort answered obtains the user preferences mark of the information content of the tag along sort corresponding to the deletion；

It is identified according to the user preferences of the information content of the tag along sort corresponding to the deletion of the deletion, is deleted described in acquisition The corresponding user preference information of tag along sort removed；

When the corresponding user preference information of tag along sort according to the deletion determines that the user likes the classification of the deletion The tag along sort of the deletion is added to described information displayed page by label again.

5. information recommendation method according to any one of claims 1-4, which is characterized in that described to obtain each contingency table respectively The user preferences mark of corresponding multiple information contents is signed, including：

The navigation patterns record that user is directed to the corresponding multiple information contents of each tag along sort is obtained respectively；

Navigation patterns record is analyzed, and generates the user preferences mark of the multiple information content according to analysis result Know.

6. information recommendation method as claimed in claim 5, which is characterized in that the navigation patterns record includes the browsing letter Cease displayed page when the page residence time, page pulldown length, to the page hobby label in it is one or more.

7. a kind of information recommending apparatus, which is characterized in that including：

First provides module, for providing information displayed page, wherein show multiple contingency tables in described information displayed page Label；

First acquisition module, the user preferences for obtaining the corresponding multiple information contents of each tag along sort respectively identify；

Second acquisition module is believed for obtaining the corresponding user preferences of each tag along sort according to user preferences mark Breath；

Management module, for being carried out to described information displayed page according to the corresponding user preference information of each tag along sort Tag control, wherein the management module specifically includes：Acquiring unit, for according to the corresponding use of each tag along sort Family preference information obtains at least one tag along sort that user does not like；Deleting unit, for from described information displayed page At least one tag along sort is deleted in the multiple tag along sort of displaying, alternatively, by being opened up in described information displayed page At least one tag along sort shown replaces with other tag along sorts；The management module further includes：First receiving unit, For deleting at least one contingency table from the multiple tag along sort shown in described information displayed page described After label, the setting instruction that user inputs in described information displayed page is received；Unit is provided, for being instructed according to the setting The multiple tag along sort is provided, the multiple tag along sort includes the tag along sort of at least one deletion；Second connects Unit is received, for receiving selection operation of the user to the tag along sort deleted described in the multiple tag along sort；First Adding device, for the corresponding tag along sort of the selection operation to be added to described information displayed page again；

Recommending module, for being pushed away into row information according to tag along sort shown in the information displayed page after progress tag control It recommends.

8. information recommending apparatus as claimed in claim 7, which is characterized in that

Second acquisition module is specifically used for：

Indicate that the quantity satisfaction first of liking identifying for liking described information content is preset in the user preferences of the acquisition identify When condition, judge that user likes the corresponding tag along sort of the multiple information content, and when the user preferences of the acquisition identify When middle quantity the second preset condition of satisfaction for not liking mark for indicating not liking described information content, judge that the user does not like The vigorously corresponding tag along sort of the multiple information content.

9. information recommending apparatus as claimed in claim 8, which is characterized in that

First preset condition includes：

Second preset condition includes：

10. information recommending apparatus as claimed in claim 7, which is characterized in that

Described information content is corresponding at least one tag along sort；

The management module includes：

Second acquisition unit, for deleting institute from the multiple tag along sort shown in described information displayed page described After stating at least one tag along sort, it is corresponding to obtain tag along sort shown in described information displayed page according to predetermined period The user preferences of multiple information contents identify；

Third acquiring unit, for according to the user preferences of the corresponding multiple information contents of tag along sort of the displaying identify with And the corresponding tag along sort of described information content, obtain the user preferences of the information content of the tag along sort corresponding to the deletion Mark, and identified according to the user preferences of the information content of the tag along sort corresponding to the deletion of the deletion, it obtains The corresponding user preference information of tag along sort of the deletion；

Second adding device determines that the user likes for working as according to the corresponding user preference information of tag along sort of the deletion The tag along sort of the joyous deletion, described information displayed page is added to by the tag along sort of the deletion again.

11. such as claim 7-10 any one of them information recommending apparatus, which is characterized in that first acquisition module is specific For：

The navigation patterns record that user is directed to the corresponding multiple information contents of each tag along sort is obtained respectively, and to described Navigation patterns record is analyzed, and the user preferences mark of the multiple information content is generated according to analysis result, wherein institute State navigation patterns record include browsing described information displayed page when the page residence time, page pulldown length, to the page It is one or more in the hobby label in face.

12. a kind of mobile terminal, which is characterized in that including：Shell, processor, memory, circuit board and power circuit, wherein

The circuit board is placed in the space interior that the shell surrounds, and the processor and the memory are arranged in the electricity On the plate of road；

The power circuit, for being each circuit or the device power supply of the mobile terminal；

The memory is for storing executable program code；

The processor is run and the executable program by reading the executable program code stored in the memory The corresponding program of code, for：

The corresponding user preference information of each tag along sort is obtained according to user preferences mark, and according to described each The corresponding user preference information of tag along sort carries out tag control to described information displayed page, described according to each classification The corresponding user preference information of label carries out tag control to described information displayed page, including：According to each contingency table It signs corresponding user preference information and obtains at least one tag along sort that user does not like；It is shown from described information displayed page The multiple tag along sort in delete at least one tag along sort, alternatively, by shown in described information displayed page At least one tag along sort replaces with other tag along sorts；It is described shown in the described information displayed page it is described After deleting at least one tag along sort in multiple tag along sorts, further include：User is received in described information displayed page The setting of input instructs；There is provided the multiple tag along sort according to setting instruction, the multiple tag along sort include to The tag along sort of a few deletion；The user is received to the tag along sort deleted described in the multiple tag along sort Selection operation, and the corresponding tag along sort of the selection operation is added to described information displayed page again；