CN104182515A

CN104182515A - Information recommendation method and device and mobile terminal

Info

Publication number: CN104182515A
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: 2014-12-03
Anticipated expiration: 2034-08-21
Also published as: CN104182515B

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 Internet technical field, relate in particular to a kind of information recommendation method, device and mobile terminal.

Background technology

Along with the fast development of Internet technology, personalized recommendation has become one of network service indispensable in people's network life, also becomes an emphasis of internet product future development.

At present, existing personalized recommendation scheme is mainly: 1, user sets and likes or interested classification according to self interest, and hobby or interested classification that system is set according to user are obtained corresponding recommendation information, and recommend user.For example, with news, being recommended as example, is current events focus, physical culture etc. if user sets interested news category, and system can be obtained corresponding hot news content, sports news commending contents to user.2, system goes out to the hobby labeled analysis of different classes of information labeling according to user that user likes or interested classification, and obtains corresponding recommendation information and recommend.For example, in the information display page, there is the support that user can click or do not support, like or do not like, the button such as collection, user can be by the clicking operation of these buttons being shown to the hobby of oneself when browsing, thereby system can be according to the information of the type of recommending to like for user.

But the problem that such scheme exists is, no matter be that user oneself sets hobby or interested classification, or by the own attitude to this page of button input in the page of browsing, all depend on user's self operation, increased user's running cost, and due to some users select voluntarily the time of label and energy limited, or in view of individual privacy is unwilling to set hobby or interested classification, now can only recommend for specific user according to most of users' hobby, thereby cause the accuracy rate of recommendation results to reduce, poor user experience.

Summary of the invention

The present invention is intended to solve at least to a certain extent one of technical matters in correlation technique.For this reason, the object of first aspect present invention is to propose a kind of information recommendation method, can judge more accurately that user likes or the interested information content, thereby can be more accurately for user recommends customized information.

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

For reaching above-mentioned purpose, according to first aspect present invention embodiment, a kind of information recommendation method has been proposed, comprise the following steps: the information display page is provided, wherein, in the described information display page, shows a plurality of tag along sorts; Obtain respectively the user preferences sign of a plurality of information contents that each tag along sort is corresponding; According to described user preferences sign, obtain described user preference information corresponding to each tag along sort, and according to user preference information corresponding to described each tag along sort, the described information display page is carried out to tag control; According to the tag along sort of showing in the information display page carrying out after tag control, carry out information recommendation.

The information recommendation method of the embodiment of the present invention, can obtain according to the user preferences sign of the information content corresponding to the tag along sort of showing in the information display page user preference information of each tag along sort, and according to the user preference information of each label, the tag along sort in the information display page is carried out to tag control, thereby carry out information recommendation according to the tag along sort that carries out showing in the information display page after tag control, can judge more accurately that user likes or the interested information content, thus can be more accurately for user recommends customized information.In addition, obtain the mark that user preference information that each tag along sort is corresponding is set without user, user's experience is remarkable fluency more.

The embodiment of a second aspect of the present invention provides a kind of information recommending apparatus, comprising: first provides module, for the information display page is provided, wherein, in the described information display page, shows a plurality of tag along sorts; The first acquisition module, for obtaining respectively the user preferences sign of a plurality of information contents that each tag along sort is corresponding; The second acquisition module, for obtaining described user preference information corresponding to each tag along sort according to described user preferences sign; Administration module, for carrying out tag control according to user preference information corresponding to described each tag along sort to the described information display page; Recommending module, for carrying out information recommendation according to carrying out the tag along sort that the information display page after tag control shows.

The information recommending apparatus of the embodiment of the present invention, can obtain according to the user preferences sign of the information content corresponding to the tag along sort of showing in the information display page user preference information of each tag along sort, and according to the user preference information of each label, the tag along sort in the information display page is carried out to tag control, thereby carry out information recommendation according to the tag along sort that carries out showing in the information display page after tag control, can judge more accurately that user likes or the interested information content, thus can be more accurately for user recommends customized information.In addition, obtain the mark that user preference information that each tag along sort is corresponding is set without user, user's experience is remarkable fluency more.

The embodiment of a third aspect of the present invention provides a kind of mobile terminal, housing, processor, storer, circuit board and power circuit, wherein, described circuit board is placed in the interior volume that described housing surrounds, and described processor and described storer are arranged on described circuit board; Described power circuit, is used to each circuit or the device power supply of described mobile terminal; Described storer is for stores executable programs code; Described processor moves the program corresponding with described executable program code by reading the executable program code of storing in described storer, for: the information display page is provided, wherein, in the described information display page, shows a plurality of tag along sorts; Obtain respectively the user preferences sign of a plurality of information contents that each tag along sort is corresponding; According to described user preferences sign, obtain described user preference information corresponding to each tag along sort, and according to user preference information corresponding to described each tag along sort, the described information display page is carried out to tag control; According to the tag along sort of showing in the information display page carrying out after tag control, carry out information recommendation.

The mobile terminal of the embodiment of the present invention, can obtain according to the user preferences sign of the information content corresponding to the tag along sort of showing in the information display page user preference information of each tag along sort, and according to the user preference information of each label, the tag along sort in the information display page is carried out to tag control, thereby carry out information recommendation according to the tag along sort that carries out showing in the information display page after tag control, can judge more accurately that user likes or the interested information content, thus can be more accurately for user recommends customized information.In addition, obtain the mark that user preference information that each tag along sort is corresponding is set without user, user's experience is remarkable fluency more.

Accompanying drawing explanation

Above-mentioned and/or additional aspect of the present invention and advantage accompanying drawing below combination obviously and is easily understood becoming the description of embodiment, wherein:

Fig. 1 is the process flow diagram of information recommendation method according to an embodiment of the invention;

Fig. 2 a is the schematic diagram of the information display page according to an embodiment of the invention;

Fig. 2 b is the schematic diagram of the information display page in accordance with another embodiment of the present invention;

Fig. 3 is the process flow diagram of information recommendation method in accordance with another embodiment of the present invention;

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

Fig. 5 is the structural representation of information recommending apparatus according to an embodiment of the invention;

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

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

Embodiment

Describe embodiments of the invention below in detail, the example of described embodiment is shown in the drawings, and wherein same or similar label represents same or similar element or has the element of identical or similar functions from start to finish.Below by the embodiment being described with reference to the drawings, be exemplary, be intended to for explaining the present invention, and can not be interpreted as limitation of the present invention.

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

Fig. 1 is the process flow diagram of information recommendation method according to an embodiment of the invention.

As shown in Figure 1, this information recommendation method, comprising:

S101, provides the information display page, wherein, shows a plurality of tag along sorts in the information display page.

Wherein, tag along sort is for representing the label of the classification of the different information contents, tag along sort can be the classifying content of the information content, it can also be the classification in the source of the information content, the news displayed page of news client of take is example, in news displayed page, can show a plurality of tag along sorts such as hot news, Economic News, sports news, entertainment news, science and technology news, military news; Or show CNN (Cable News Network, CNN), a plurality of tag along sorts such as People's Net, Market Watch (news website under Jones), can certainly be a plurality of tag along sorts that obtain by other mode classification.

In the information display page, show that a plurality of tag along sorts can be all classification labels, also the part classifying label in all classification label, user can be by showing other tag along sorts to the slide of the display area of tag along sort or by clicking the modes such as drop-down menu, and the present invention does not limit the form that represents of tag along sort.In one embodiment of the invention, the information display page can be as shown in Figure 2 a, wherein, in region, A has shown " Business " (business), " Sports " (physical culture), three tag along sorts of " Finance " (finance and economics), and the region A that user can be controlled at the information display page by slide to the left or to the right shows other tag along sorts.

S102, the user preferences that obtains respectively a plurality of information contents that each tag along sort is corresponding identifies.

The user preferences sign of the information content can comprise and shows whether user likes this page or to the whether interested sign of this page, identify and do not like sign etc. as liked.In one embodiment of the invention, take news as example, each information content can be news item in every class news, as the news of marrying about star A in entertainment news.Particularly, in one embodiment of the invention, obtain respectively the user preferences sign of a plurality of information contents that each tag along sort is corresponding, comprising: obtain respectively user for the behavior record of browsing of a plurality of information contents corresponding to each tag along sort; And to browsing behavior record analysis, and according to analysis result, generate the user preferences sign of a plurality of information contents.

The page residence time when wherein, browsing behavior record and comprise browsing information displayed page, page pulldown length, to one or more in the hobby mark of the page.

More specifically, can judge whether user likes corresponding page info according to the page residence time, for instance, if user is greater than very first time threshold value for the page residence time of the page, judge that user likes the information content in this page, if user is less than the second time threshold for the page residence time of the page, judge that user does not like the information content in this page.Wherein, the second time threshold is less than or equal to very first time threshold value, very first time threshold value and the second time threshold can be added up according to the user's of some reading rate, and preset in conjunction with quantity of information in the page, for example, very first time threshold value can be made as 10 seconds, and the second time threshold can be made as 3 seconds.

Or, can be in the page region of the information content for example page bottom provide selectable hobby mark option for user, for example, like option, support option, do not like option etc., the hobby mark of the page of selecting according to user directly judges, for example, if the hobby of the page is labeled as " liking ", " support ", " praising " etc., judge that user likes the information content in this page, if the hobby of the page is labeled as " not liking ", " not supporting " etc., judge that user does not like the information content in this page.

Or, according to page pulldown length, judge whether user likes corresponding page info, for instance, if page pulldown length accounts for the ratio of page area and is greater than the first preset ratio, judge that user likes the information content in this page, if page pulldown length accounts for the ratio of page area and is less than the second preset ratio, judge that user does not like the information content in this page.Wherein, the first preset ratio and the second preset ratio are for presetting, and the second preset ratio is less than or equal to the first preset ratio, and the first preset ratio and the second preset ratio can equate also can be unequal.

Certainly, the page can comprise information content part and comment portion in two sub-sections, can be respectively according to the pulldown length of the page pulldown length of information content part and comment part is judged respectively whether user likes the information content or whether comment content is liked, as long as user likes one of the information content and comment content, judge that user likes the page info in this page.

S103, obtains according to user preferences sign the user preference information that each tag along sort is corresponding.

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

Particularly, with user preferences sign, comprise and like sign and do not like being designated example, according to user preferences sign, obtain the user preference information that each tag along sort is corresponding and specifically can comprise the following steps:

If in the user preferences obtaining sign indication like the information content like identify quantity and meet first pre-conditioned, judge that user likes tag along sort corresponding to a plurality of information contents, wherein, the first pre-conditioned comprising: like the quantity of sign to be greater than first threshold in user preferences sign; And/or user preferences likes the quantity of sign to account for user preferences sign ratio in identifying is greater than the first preset ratio.

If whether do not like the quantity of or not sign of the information content to meet second pre-conditioned in indication in the user preferences obtaining sign, judge that user does not like tag along sort corresponding to a plurality of information contents, wherein, the second pre-conditioned comprising: do not like the quantity of sign to be greater than Second Threshold in user preferences sign; And/or user preferences does not like the quantity of sign to account for user preferences sign ratio in identifying is greater than the second preset ratio.

For the scheme of obtaining the user preference information that each tag along sort is corresponding according to the user preferences sign of other types, can, with reference to the scheme of liking sign and not liking identifying, at this, not enumerate.

S104, carries out tag control according to the user preference information that each tag along sort is corresponding to the information display page.

In an embodiment of the present invention, can first according to user preference information corresponding to each tag along sort, obtain at least one tag along sort that user does not like, then in a plurality of tag along sorts of showing, delete at least one tag along sort from the information display page, or, at least one tag along sort of showing is replaced with to other tag along sort in the information display page.Particularly, for each tag along sort, can judge whether user likes this tag along sort according to user preference information corresponding to this tag along sort, thereby can obtain at least one tag along sort that user does not like, then in the information display page, delete these tag along sorts.For instance, for the information display page in Fig. 2 a, if the information display page of having deleted after tag along sort " Business " (business) can be as shown in Figure 2 b, in region, A has shown " Sports " (physical culture), " Finance " (finance and economics), three tag along sorts of " Technology " (science and technology), user still can be controlled at region A by slide to the left or to the right and show other tag along sorts, but, in these tag along sorts, will not comprise this tag along sort of " Business " (business).

S105, carries out information recommendation according to the tag along sort of showing in the information display page carrying out after tag control.

In an embodiment of the present invention, particularly, the tag along sort of showing in to displayed page carries out after tag control, can obtain the tag along sort of still showing in the information display page after tag control, then obtain the information content that these tag along sorts of still showing are corresponding, and these information contents are recommended to user, more specifically, can be according to the recommendation of classifying of different tag along sorts, thus show that orderliness is more clear, be convenient to user and check.

For instance, if the page classification of carrying out showing in the information display page after tag control is sports news, entertainment news, can obtain up-to-date physical culture information and/or up-to-date amusement information or up-to-date information relevant to physical culture and/or amusement, and recommend user.

Certainly, for each tag along sort, can further comprise at least one subtab, for example, sports news can further comprise the subtabs such as football, basketball, baseball, track and field, and amusement can comprise the subtabs such as star, Eight Diagrams, video display.To this, can to the subtab of each tag along sort, manage by such scheme, and obtain the corresponding information content according to the subtab of each tag along sort after management, recommend user.

Certainly, in an embodiment of the present invention, can regularly obtain the user preference information of each tag along sort, and the tag along sort of showing in the information display page is managed, thus can be more accurately for user carries out information recommendation.

Fig. 3 is the process flow diagram of information recommendation method in accordance with another embodiment of the present invention.

As shown in Figure 3, this information recommendation method, comprising:

Wherein, step S301-S303 is identical with step S101-S103 in Fig. 1, does not repeat them here.

S304, obtains according to user preference information corresponding to each tag along sort at least one tag along sort that user does not like.

Particularly, for each tag along sort, can judge whether user likes this tag along sort according to user preference information corresponding to this tag along sort, thereby can obtain at least one tag along sort that user does not like.

S305, deletes at least one tag along sort in a plurality of tag along sorts of showing from the information display page, or, at least one tag along sort of showing in the information display page is replaced with to other tag along sort.

S306, carries out information recommendation according to not deleted tag along sort in the information display page.

Particularly, in the information display page, delete after at least one tag along sort, can obtain the corresponding information content according to not deleted tag along sort, and these information contents are recommended to user, more specifically, can be according to the recommendation of classifying of different tag along sorts, thus show that orderliness is more clear, be convenient to user and check.

S307, receives user in the instruction that arranges of information display page input.

In an embodiment of the present invention, it can be the clicking operation that button is set to providing in information display interface that instruction is set, and can be also default gesture operation, can also be phonetic order etc.

When user wishes to receive the information content corresponding to tag along sort that there is no displaying in some information display pages, or when the information content that the tag along sort of current displaying is corresponding can not be met consumers' demand, user can arrange that instruction will be liked or interested tag along sort is again added into the information display page and shows by input.

S308, provides a plurality of tag along sorts according to instruction is set, and a plurality of tag along sorts comprise the tag along sort of at least one deletion.

Particularly, arrange after instruction receiving, the all classification label that the information display page can be able to be shown offers user, each tag along sort providing can be selected state or non-selected state, wherein, selected state represents that this tag along sort shows in the information display page, and non-selected state represents that this tag along sort do not show in the information display page, thereby the user that is more convenient for screens.In addition, for the user's screening of being more convenient for, the tag along sort of deleting can be only provided, thereby improve user's efficiency of selection in the information display page.

S309, receives the selection operation of user to the tag along sort of deleting in a plurality of tag along sorts, and will select the tag along sort of operational correspondence to be again added into the information display page.

Particularly, user can select corresponding tag along sort as required, and after user confirms to select, the tag along sort of user's selection operational correspondence will be added into the information display page.

In another embodiment of the present invention, if the tag along sort of showing in the information display page has user not like or uninterested tag along sort, user also can select this class tag along sort, make its selected state switch to non-selected state, thereby after user confirms to select, in the information display page, will not show this class tag along sort.

The information recommendation method of the embodiment of the present invention, can be according to user's a plurality of tag along sorts that instruction provides the tag along sort that comprises at least one deletion that arrange, and according to user, the tag along sort of the selection operational correspondence of a plurality of tag along sorts is added into the information display page and shows, thereby when user preferences changes, can to user, recommend corresponding customized information in time, promote user's experience.

Fig. 4 is the process flow diagram of the information recommendation method of another embodiment according to the present invention.

Wherein, step S401-S406 is identical with step S301-S306 in Fig. 3, does not repeat them here.

S407, according to the user preferences sign of a plurality of information contents corresponding to the tag along sort of showing in predetermined period obtaining information displayed page.

Wherein, predetermined period can be 1 week, 10 days etc., also can be worth for other, and the present invention does not limit this.

S408, according to user preferences sign and the tag along sort corresponding to the information content of a plurality of information contents corresponding to the tag along sort of showing, obtains the user preferences sign corresponding to the information content of the tag along sort of deleting.

S409, according to the user preferences sign of the information content corresponding to the tag along sort of deleting of deleting, obtains the user preference information corresponding to tag along sort of deletion.

In an embodiment of the present invention, each information content can have at least one tag along sort, therefore, after a tag along sort is deleted from the information display page, if the information content that other not deleted tag along sorts are corresponding likely has the information content corresponding to tag along sort of this deletion, if having in the information content of tag along sort of this deletion user preferences at these is designated and likes the quantity of sign to surpass some, show that user may like the tag along sort of this deletion or interested in the tag along sort of this deletion again, therefore, tag along sort after deleting can be added on information display interface again.

S410, when determining that according to the user preference information corresponding to tag along sort of deleting user likes the tag along sort of deleting, and is added into the information display page again by the tag along sort of deletion.

The information recommendation method of the embodiment of the present invention, can according to the user preferences of the information content corresponding to not deleted tag along sort, identify to obtain according to predetermined period the user preference information of the tag along sort of deletion, and the tag along sort that in the tag along sort of deletion, user likes is again added in the information display page and is shown, thereby can, regularly for user recommends customized information, further promote user's experience.

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

Fig. 5 is the structural representation of information recommending apparatus according to an embodiment of the invention.

As shown in Figure 5, this information recommending apparatus, comprising: first provides module 10, the first acquisition module 20, the second acquisition module 30, administration module 40 and recommending module 50.

Particularly, first provides module 10 for the information display page is provided, and wherein, shows a plurality of tag along sorts in the information display page.

The first acquisition module 20 is for obtaining respectively the user preferences sign of a plurality of information contents that each tag along sort is corresponding.The user preferences sign of the information content can comprise and shows whether user likes this page or to the whether interested sign of this page, identify and do not like sign etc. as liked.In one embodiment of the invention, take news as example, each information content can be news item in every class news, as the news of marrying about star A in entertainment news.

In one embodiment of the invention, the first acquisition module 20 specifically for: obtain respectively user for the behavior record of browsing of a plurality of information contents corresponding to each tag along sort, and to browsing behavior record analysis, and according to analysis result, generate the user preferences sign of a plurality of information contents, the page residence time when wherein, browsing behavior record and comprise browsing information displayed page, page pulldown length, to one or more in the hobby mark of the page.

Wherein, the first acquisition module 20 can judge whether user likes corresponding page info according to the page residence time, for instance, if user is greater than very first time threshold value for the page residence time of the page, judge that user likes the information content in this page, if user is less than the second time threshold for the page residence time of the page, judge that user does not like the information content in this page.Wherein, the second time threshold is less than or equal to very first time threshold value, very first time threshold value and the second time threshold can be added up according to the user's of some reading rate, and preset in conjunction with quantity of information in the page, for example, very first time threshold value can be made as 10 seconds, and the second time threshold can be made as 3 seconds.

Or, can be in the page region of the information content for example page bottom provide selectable hobby mark option for user, for example, like option, support option, do not like option etc., the hobby mark of the page that the first acquisition module 20 can be selected according to user directly judges, for example, if the hobby of the page is labeled as " liking ", " support ", " praising " etc., judge that user likes the information content in this page, if the hobby of the page is labeled as " not liking ", " not supporting " etc., judge that user does not like the information content in this page.

Or, the first acquisition module 20 can judge whether user likes corresponding page info according to page pulldown length, for instance, if page pulldown length accounts for the ratio of page area and is greater than the first preset ratio, judge that user likes the information content in this page, if page pulldown length accounts for the ratio of page area and is less than the second preset ratio, judge that user does not like the information content in this page.Wherein, the first preset ratio and the second preset ratio are for presetting, and the second preset ratio is less than or equal to the first preset ratio, and the first preset ratio and the second preset ratio can equate also can be unequal.

The second acquisition module 30 is for obtaining according to user preferences sign the user preference information that each tag along sort is corresponding.

In one embodiment of the invention, the user preference information that tag along sort is corresponding comprises that user likes this tag along sort and user not to like this tag along sort.

More specifically, with user preferences sign, be used to indicate user and whether like this tag along sort, as like sign and do not like being designated example, the second acquisition module 30 specifically for: in the user preferences sign of obtaining indication like the information content like identify quantity and meet first when pre-conditioned, judgement user likes tag along sort corresponding to a plurality of information contents, and whether indication do not like the quantity of or not sign of the information content to meet second when pre-conditioned in the user preferences sign of obtaining, judgement user does not like tag along sort corresponding to a plurality of information contents.

Wherein, the first pre-conditioned comprising: like the quantity of sign to be greater than first threshold in user preferences sign; And/or user preferences likes the quantity of sign to account for user preferences sign ratio in identifying is greater than the first preset ratio; The second pre-conditioned comprising: do not like the quantity of sign to be greater than Second Threshold in user preferences sign; And/or user preferences does not like the quantity of sign to account for user preferences sign ratio in identifying is greater than the second preset ratio.

Administration module 40 is for carrying out tag control according to user preference information corresponding to each tag along sort to the information display page.

More specifically, in one embodiment of the invention, as shown in Figure 6, administration module 40 specifically comprises: acquiring unit 41, delete cells 42, the first receiving element 43, provide unit 44, the second receiving element 45 and the first adding device 46, wherein:

Acquiring unit 41 is for obtaining according to user preference information corresponding to each tag along sort at least one tag along sort that user does not like; For each tag along sort, acquiring unit 41 can judge whether user likes this tag along sort according to user preference information corresponding to this tag along sort, thereby can obtain at least one tag along sort that user does not like.

Delete cells 42 is for deleting at least one tag along sort a plurality of tag along sorts of showing from the information display page, or, at least one tag along sort of showing in the information display page is replaced with to other tag along sort; For instance, for the information display page in Fig. 2 a, if the information display page of having deleted after tag along sort " Business " (business) can be as shown in Figure 2 b, in region, A has shown " Sports " (physical culture), " Finance " (finance and economics), three tag along sorts of " Technology " (science and technology), user still can be controlled at region A by slide to the left or to the right and show other tag along sorts, but, in these tag along sorts, will not comprise this tag along sort of " Business " (business).

The first receiving element 43, for after deleting at least one tag along sort a plurality of tag along sorts showing from the information display page, receives user in the instruction that arranges of information display page input; In an embodiment of the present invention, it can be the clicking operation that button is set to providing in information display interface that instruction is set, and can be also default gesture operation, can also be phonetic order etc.When user wishes to receive the information content corresponding to tag along sort that there is no displaying in some information display pages, or when the information content that the tag along sort of current displaying is corresponding can not be met consumers' demand, user can arrange that instruction will be liked or interested tag along sort is again added into the information display page and shows by input.

Provide unit 44 for providing a plurality of tag along sorts according to instruction is set, a plurality of tag along sorts comprise the tag along sort of at least one deletion; More specifically, arrange after instruction receiving, the all classification label that provides unit 44 the information display page can be able to be shown offers user, each tag along sort providing can be selected state or non-selected state, wherein, selected state represents that this tag along sort shows in the information display page, and non-selected state represents that this tag along sort do not show in the information display page, thereby the user that is more convenient for screens.In addition, for the user's screening of being more convenient for, the tag along sort of deleting can be only provided, thereby improve user's efficiency of selection in the information display page.

The second receiving element 45 is for the selection operation of the tag along sort that receives user a plurality of tag along sorts are deleted;

The first adding device 46 is for selecting the tag along sort of operational correspondence to be again added into the information display page.Particularly, user can select corresponding tag along sort as required, and after user confirms to select, the tag along sort of user's selection operational correspondence will be added into the information display page.

Thus, can be according to user's a plurality of tag along sorts that instruction provides the tag along sort that comprises at least one deletion that arrange, and according to user, the tag along sort of the selection operational correspondence of a plurality of tag along sorts is added into the information display page and shows, thereby when user preferences changes, can to user, recommend corresponding customized information in time, promote user's experience.

Wherein, the first receiving element 43, unit 44, the second receiving element 45 and the first adding device 46 are provided is optional.

In another embodiment of the present invention, each information content has a plurality of tag along sorts, as shown in Figure 7, administration module 40 specifically comprises: acquiring unit 41, delete cells 42, second acquisition unit 47 and the 3rd acquiring unit 48, the second adding device 49, wherein:

The function of acquiring unit 41 and delete cells 42 with embodiment illustrated in fig. 6 in identical, again no longer narration.

Second acquisition unit 47 is for after deleting at least one tag along sort a plurality of tag along sorts showing from the information display page, according to the user preferences sign of a plurality of information contents corresponding to the tag along sort of showing in predetermined period obtaining information displayed page; Wherein, predetermined period can be 1 week, 10 days etc., also can be worth for other, and the present invention does not limit this.

The 3rd acquiring unit 48 is for identifying and tag along sort corresponding to the information content according to the user preferences of a plurality of information contents corresponding to the tag along sort of showing, obtain the user preferences sign corresponding to the information content of the tag along sort of deleting, and according to the user preferences sign of the information content corresponding to the tag along sort of deleting of deleting, obtain the user preference information corresponding to tag along sort of deletion, in an embodiment of the present invention, each information content can have at least one tag along sort, therefore, after a tag along sort is deleted from the information display page, if the information content that other not deleted tag along sorts are corresponding likely has the information content corresponding to tag along sort of this deletion, if having in the information content of tag along sort of this deletion user preferences at these is designated and likes the quantity of sign to surpass some, show that user may like the tag along sort of this deletion or interested in the tag along sort of this deletion again, therefore, the 3rd acquiring unit 48 can add the tag along sort after deleting on information display interface again.

The second adding device 49 also determines that for working as according to the user preference information corresponding to tag along sort of deleting user likes the tag along sort of deleting, and is added into the information display page again by the tag along sort of deletion.

Thus, can according to the user preferences of the information content corresponding to not deleted tag along sort, identify to obtain according to predetermined period the user preference information of the tag along sort of deletion, and the tag along sort that in the tag along sort of deletion, user likes is again added in the information display page and is shown, thereby can, regularly for user recommends customized information, further promote user's experience.

Recommending module 50 is for carrying out information recommendation according to carrying out the tag along sort that the information display page after tag control shows.

In an embodiment of the present invention, more specifically, the tag along sort of showing in 40 pairs of displayed pages of administration module carries out after tag control, recommending module 50 can be obtained the tag along sort of still showing in the information display page after tag control, then obtains the information content that these tag along sorts of still showing are corresponding, and these information contents are recommended to user, more specifically, can be according to the recommendation of classifying of different tag along sorts, thus show that orderliness is more clear, be convenient to user and check.

For instance, if the page classification of carrying out showing in the information display page after tag control is sports news, entertainment news, recommending module 50 can be obtained up-to-date physical culture information and/or up-to-date amusement information or up-to-date information relevant to physical culture and/or amusement, and recommends user.

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

The mobile terminal of the embodiment of the present invention, comprising: housing, processor, storer, circuit board and power circuit, and wherein, circuit board is placed in the interior volume that housing surrounds, and processor and storer are arranged on circuit board; Power circuit, is used to each circuit or the device power supply of mobile terminal; Storer is for stores executable programs code; Processor moves the program corresponding with executable program code by the executable program code of storing in read memory, for carrying out:

S101 ', provides the information display page, wherein, shows a plurality of tag along sorts in the information display page.

S102 ', the user preferences that obtains respectively a plurality of information contents that each tag along sort is corresponding identifies.

Or, according to page pulldown length, judge whether user likes corresponding page info, for instance, if page pulldown length accounts for the ratio of page area and is greater than the first preset ratio, judge that user likes the information content in this page, if page pulldown length accounts for the ratio of page area and is less than the second preset ratio, judge that user does not like the information content in this page.Wherein, the first preset ratio and the second preset ratio are for presetting, and the second preset ratio is less than or equal to the first preset ratio, and the first preset ratio and the second preset ratio can equate also can be unequal.Certainly, the page can comprise information content part and comment portion in two sub-sections, can be respectively according to the pulldown length of the page pulldown length of information content part and comment part is judged respectively whether user likes the information content or whether comment content is liked, as long as user likes one of the information content and comment content, judge that user likes the page info in this page.

S103 ', obtains according to user preferences sign the user preference information that each tag along sort is corresponding.

S104 ', carries out tag control according to the user preference information that each tag along sort is corresponding to the information display page.

S105 ', carries out information recommendation according to the tag along sort of showing in the information display page carrying out after tag control.

In one embodiment of the invention, after processor is deleted at least one tag along sort in a plurality of tag along sorts of showing from the information display page, also for: receive user in the instruction that arranges of information display page input, and according to being set, instruction provides a plurality of tag along sorts, a plurality of tag along sorts comprise the tag along sort of at least one deletion, and receive the selection operation of user to the tag along sort of deleting in a plurality of tag along sorts, and will select the tag along sort of operational correspondence to be again added into the information display page.Thereby when user preferences changes, can to user, recommend corresponding customized information in time, promote user's experience.

In another embodiment of the present invention, each information content can have a plurality of tag along sorts, after processor is deleted at least one tag along sort in a plurality of tag along sorts of showing from the information display page, also for the user preferences sign of a plurality of information contents that the tag along sort shown according to predetermined period obtaining information displayed page is corresponding; According to user preferences sign and the tag along sort corresponding to the information content of a plurality of information contents corresponding to the tag along sort of showing, obtain the user preferences sign corresponding to the information content of the tag along sort of deleting; According to the user preferences sign of the information content corresponding to the tag along sort of deleting of deleting, obtain the user preference information corresponding to tag along sort of deletion; When determining that according to the user preference information corresponding to tag along sort of deleting user likes the tag along sort of deleting, and is added into the information display page again by the tag along sort of deletion.Thereby can, regularly for user recommends customized information, further promote user's experience.

In description of the invention, it will be appreciated that, term " " center ", " longitudinally ", " laterally ", " length ", " width ", " thickness ", " on ", D score, " front ", " afterwards ", " left side ", " right side ", " vertically ", " level ", " top ", " end " " interior ", " outward ", " clockwise ", " counterclockwise ", " axially ", " radially ", orientation or the position relationship of indications such as " circumferentially " are based on orientation shown in the drawings or position relationship, only the present invention for convenience of description and simplified characterization, rather than device or the element of indication or hint indication must have specific orientation, with specific orientation structure and operation, therefore can not be interpreted as limitation of the present invention.

In addition, term " first ", " second " be only for describing object, and can not be interpreted as indication or hint relative importance or the implicit quantity that indicates indicated technical characterictic.Thus, at least one this feature can be expressed or impliedly be comprised to the feature that is limited with " first ", " second ".In description of the invention, the implication of " a plurality of " is two or more, for example two, and three etc., unless otherwise expressly limited specifically.

In the present invention, unless otherwise clearly defined and limited, the terms such as term " installation ", " being connected ", " connection ", " fixing " should be interpreted broadly, and for example, can be to be fixedly connected with, and can be also to removably connect, or be integral; Can be mechanical connection, can be to be also electrically connected to; Can be to be directly connected, also can indirectly be connected by intermediary, can be the connection of two element internals or the interaction relationship of two elements, unless separately there is clear and definite restriction.For the ordinary skill in the art, can understand as the case may be above-mentioned term concrete meaning in the present invention.

In the present invention, unless otherwise clearly defined and limited, First Characteristic Second Characteristic " on " or D score can be that the first and second features directly contact, or the first and second features are by intermediary indirect contact.And, First Characteristic Second Characteristic " on ", " top " and " above " but First Characteristic directly over Second Characteristic or oblique upper, or only represent that First Characteristic level height is higher than Second Characteristic.First Characteristic Second Characteristic " under ", " below " and " below " can be First Characteristic under Second Characteristic or tiltedly, or only represent that First Characteristic level height is less than Second Characteristic.

In the description of this instructions, the description of reference term " embodiment ", " some embodiment ", " example ", " concrete example " or " some examples " etc. means to be contained at least one embodiment of the present invention or example in conjunction with specific features, structure, material or the feature of this embodiment or example description.In this manual, to the schematic statement of above-mentioned term not must for be identical embodiment or example.And, the specific features of description, structure, material or feature can one or more embodiment in office or example in suitable mode combination.In addition,, not conflicting in the situation that, those skilled in the art can carry out combination and combination by the feature of the different embodiment that describe in this instructions or example and different embodiment or example.

Although illustrated and described embodiments of the invention above, be understandable that, above-described embodiment is exemplary, can not be interpreted as limitation of the present invention, and those of ordinary skill in the art can change above-described embodiment within the scope of the invention, modification, replacement and modification.

Claims

1. an information recommendation method, is characterized in that, comprises the following steps:

The information display page is provided, wherein, in the described information display page, shows a plurality of tag along sorts;

Obtain respectively the user preferences sign of a plurality of information contents that each tag along sort is corresponding;

According to described user preferences sign, obtain described user preference information corresponding to each tag along sort, and according to user preference information corresponding to described each tag along sort, the described information display page is carried out to tag control;

According to the tag along sort of showing in the information display page carrying out after tag control, carry out information recommendation.

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

Described user preferences sign comprises to be liked sign and not to like sign, and described user preference information is used to indicate described user and whether likes described tag along sort;

Describedly according to user preferences sign, obtain described user preference information corresponding to each tag along sort, comprising:

If described in the user preferences sign obtained indication like the described information content like identify quantity and meet first pre-conditionedly, judge that user likes tag along sort corresponding to described a plurality of information content;

If described in the user preferences sign obtained indication not like the quantity of or not sign of the described information content to meet second pre-conditioned, judge that described user does not like tag along sort corresponding to described a plurality of information content.

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

Described the first pre-conditioned comprising:

Described in described user preferences sign, like the quantity of sign to be greater than first threshold;

And/or the ratio of liking the quantity of sign to account for described user preferences sign described in described user preferences sign is greater than the first preset ratio;

Described the second pre-conditioned comprising:

Described in described user preferences sign, do not like the quantity of sign to be greater than Second Threshold;

And/or the ratio of not liking the quantity of sign to account for described user preferences sign described in described user preferences sign is greater than the second preset ratio.

4. the information recommendation method as described in claim 1-3 any one, is characterized in that, user preference information corresponding to each tag along sort carried out tag control to the described information display page described in described basis, comprising:

According to user preference information corresponding to described each tag along sort, obtain at least one tag along sort that user does not like;

In described a plurality of tag along sorts of showing, delete described at least one tag along sort from the described information display page, or, described at least one tag along sort of showing in the described information display page is replaced with to other tag along sort.

5. information recommendation method as claimed in claim 4, is characterized in that, delete described at least one tag along sort in described described a plurality of tag along sorts of showing from the described information display page after, described method also comprises:

Receive user in the instruction that arranges of described information display page input;

According to described, instruction be set described a plurality of tag along sort is provided, described a plurality of tag along sorts comprise the tag along sort of deleting described at least one;

Receive the selection operation of described user to the tag along sort of deleting described in described a plurality of tag along sorts, and the tag along sort of described selection operational correspondence is added into the described information display page again.

6. information recommendation method as claimed in claim 4, is characterized in that,

The described information content is to there being at least one tag along sort;

Delete described at least one tag along sort in described described a plurality of tag along sorts of showing from the described information display page after, described method also comprises:

According to predetermined period, obtain the user preferences sign of a plurality of information contents that the tag along sort shown in the described information display page is corresponding;

According to the user preferences sign of a plurality of information contents corresponding to the tag along sort of described displaying and tag along sort corresponding to the described information content, obtain the user preferences sign corresponding to the information content of the tag along sort of described deletion;

According to the user preferences sign of the information content of the tag along sort corresponding to described deletion of described deletion, obtain the user preference information corresponding to tag along sort of described deletion;

When determining that according to user preference information corresponding to the tag along sort of described deletion described user likes the tag along sort of described deletion, the tag along sort of described deletion is added into the described information display page again.

7. the information recommendation method as described in claim 1-6 any one, is characterized in that, the described user preferences sign of obtaining respectively a plurality of information contents that each tag along sort is corresponding, comprising:

Obtain respectively user for the behavior record of browsing of a plurality of information contents corresponding to described each tag along sort;

To described, browse behavior record analysis, and according to analysis result, generate the user preferences sign of described a plurality of information contents.

8. information recommendation method as claimed in claim 7, is characterized in that, described in browse behavior record comprise page residence time while browsing the described information display page, page pulldown length, to one or more in the hobby mark of the described page.

9. an information recommending apparatus, is characterized in that, comprising:

First provides module, for the information display page is provided, wherein, in the described information display page, shows a plurality of tag along sorts;

The first acquisition module, for obtaining respectively the user preferences sign of a plurality of information contents that each tag along sort is corresponding;

The second acquisition module, for obtaining described user preference information corresponding to each tag along sort according to described user preferences sign;

Administration module, for carrying out tag control according to user preference information corresponding to described each tag along sort to the described information display page;

Recommending module, for carrying out information recommendation according to carrying out the tag along sort that the information display page after tag control shows.

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

Described the second acquisition module specifically for:

In the user preferences sign of obtaining when described indication like the described information content like identify quantity and meet first when pre-conditioned, judgement user likes tag along sort corresponding to described a plurality of information content, and when described in the user preferences sign obtained indication do not like the quantity of or not sign of the described information content to meet second when pre-conditioned, judge that described user does not like tag along sort corresponding to described a plurality of information content.

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

Described the first pre-conditioned comprising:

Described the second pre-conditioned comprising:

12. information recommending apparatus as described in claim 9-11 any one, is characterized in that, described administration module specifically comprises:

Acquiring unit, for obtaining according to user preference information corresponding to described each tag along sort at least one tag along sort that user does not like;

Delete cells, for deleting described at least one tag along sort described a plurality of tag along sorts of showing from the described information display page, or, described at least one tag along sort of showing in the described information display page is replaced with to other tag along sort.

13. information recommending apparatus as claimed in claim 12, is characterized in that, described administration module also comprises:

The first receiving element, for delete described at least one tag along sort described described a plurality of tag along sorts of showing from the described information display page after, receives user in the instruction that arranges of described information display page input;

Unit is provided, and for instruction being set described a plurality of tag along sort is provided according to described, described a plurality of tag along sorts comprise the tag along sort of deleting described at least one;

The second receiving element, for receiving the selection operation of described user to the tag along sort of deleting described in described a plurality of tag along sorts;

The first adding device, for being again added into the tag along sort of described selection operational correspondence the described information display page.

14. information recommending apparatus as claimed in claim 12, is characterized in that,

Described administration module comprises:

Second acquisition unit, for delete described at least one tag along sort described described a plurality of tag along sorts of showing from the described information display page after, according to predetermined period, obtain the user preferences sign of a plurality of information contents that the tag along sort shown in the described information display page is corresponding;

The 3rd acquiring unit, for identifying and tag along sort corresponding to the described information content according to the user preferences of a plurality of information contents corresponding to the tag along sort of described displaying, obtain the user preferences sign corresponding to the information content of the tag along sort of described deletion, and according to the user preferences sign of the information content of the tag along sort corresponding to described deletion of described deletion, obtain the user preference information corresponding to tag along sort of described deletion;

The second adding device, for when determining that according to user preference information corresponding to the tag along sort of described deletion described user likes the tag along sort of described deletion, is added into the described information display page again by the tag along sort of described deletion.

15. information recommending apparatus as described in claim 9-14 any one, is characterized in that, described the first acquisition module specifically for:

Obtain respectively user for the behavior record of browsing of a plurality of information contents corresponding to described each tag along sort, and browse behavior record analysis to described, and according to the user preferences sign of the described a plurality of information contents of analysis result generation, wherein, described in, browse behavior record comprise page residence time while browsing the described information display page, page pulldown length, to one or more in the hobby mark of the described page.

16. 1 kinds of mobile terminals, is characterized in that, comprising: housing, processor, storer, circuit board and power circuit, wherein,

Described circuit board is placed in the interior volume that described housing surrounds, and described processor and described storer are arranged on described circuit board;

Described power circuit, is used to each circuit or the device power supply of described mobile terminal;

Described storer is for stores executable programs code;

Described processor moves the program corresponding with described executable program code by reading the executable program code of storing in described storer, for: