CN106844769A - With reference to the pattern of passing through and in limited time reading model information flow recommend method and apparatus - Google Patents

Abstract

Pattern is passed through the invention discloses a kind of combination and the information flow of reading model recommends method and apparatus in limited time, wherein, method includes：Obtain theme set；Provide a user with reading volume set corresponding with theme set；After selection target reading volume is passed through user from reading volume set, the aggregation information of target reading volume is provided a user with.Thus, on the basis of user passively receives to recommend the information for coming according to its interest by system, a kind of chance that can actively select information of interest theme by oneself is provided the user, user can be helped to find oneself potential interest topic, so as to expand the AOI of user, more users information recommendation interested is obtained, the efficiency and user satisfaction of information recommendation is improved.

Description

With reference to the pattern of passing through and in limited time reading model information flow recommend method and apparatus

Technical field

Pass through pattern and read in limited time the present invention relates to internet information processing technology field, more particularly to a kind of combination The information flow of pattern recommends method and apparatus.

Background technology

At present, when user uses information class product, the intelligent recommendation algorithm in information class product can making with user With the increase of the frequency and duration, the user of a set of be increasingly close to the users true interest, hobby and reading habit is gradually calculated Portrait system, algorithm can according to established user draw a portrait system recall information that user may be most interested in and commending contents to User, to reach user's amount of reading higher and reading duration, i.e. recommendation results by receptance and by receiving amount, wherein, Intelligent recommendation algorithm can feed back according to user to behaviors such as recommended receiving, the refusals of content while recommending information and content Adjustment user's portrait so that user's portrait is once recommended more to meet user interest compared to preceding.User's portrait system of such iteration A length of proposed algorithm continued to optimize that is oriented to causes that the information content recommended gradually focuses on user most during with amount of reading, reading On individual interest point interested.

In actual applications, when user obtains information by information class product, except wishing to obtain what is oneself most paid close attention to Outside the related content of point of interest, also with wishing to not be most interested in, but equally have certain interest-degree point related Information.However, the mode of existing information class product pushed information, the individual interest point that user is most interested in is focused on enterprising The recommendation of row information, most causes the convergence and solidification of user interest at last, it is impossible to meets the change of user interest point and expands.

The content of the invention

The purpose of the present invention is intended at least solve one of above-mentioned technical problem to a certain extent.

Therefore, first purpose of the invention is to propose that pattern and the in limited time information of reading model are passed through in a kind of combination Stream recommendation method, on the basis of user's information directly interested is provided, providing the user other may be interested for the method Information fusion, meet the change of user interest point and expand.

Second object of the present invention is to propose that pattern is passed through in a kind of combination and the information flow of reading model is pushed away in limited time Recommend device.

Third object of the present invention is to propose a kind of non-transitorycomputer readable storage medium.

Fourth object of the present invention is to propose a kind of computer program product.

To achieve these goals, pattern and in limited time reading model are passed through in the combination of first aspect present invention embodiment Information flow recommends method, comprises the following steps：Obtain theme set；Provide a user with reading volume collection corresponding with theme set Close；After selection target reading volume is passed through the user from the reading volume set, institute is provided to the user State the aggregation information of target reading volume.

The information-pushing method of the embodiment of the present invention, obtains theme set, and provide a user with corresponding with theme set Reading volume set, and then, after selection target reading volume is passed through user from reading volume set, provide a user with The aggregation information of target reading volume.Thus, the base of information for recommending to come according to its interest by system is passively received in user On plinth, a kind of chance that can actively select information of interest theme by oneself is provided the user, user can be helped to find Oneself potential interest topic, so as to expand the AOI of user, obtains more users information recommendation interested, lifting The efficiency and user satisfaction of information recommendation, on the basis of user's information directly interested is provided, with reading volume Mode provide the user other and be possible to information interested, meet the change of user interest point, be opening up for user interest Exhibition provides facility.

To achieve these goals, pattern and in limited time reading model are passed through in the combination of second aspect present invention embodiment Information flow recommendation apparatus, including：First acquisition module, for obtaining theme set；First provides module, for the user Reading volume set corresponding with the theme set is provided；Second provides module, for reading empty from described in the user Between gather in after selection target reading volume passed through, the aggregation information of the target reading volume is provided to the user.

The information push-delivery apparatus of the embodiment of the present invention, obtain theme set, and provide a user with corresponding with theme set Reading volume set, and then, after selection target reading volume is passed through user from reading volume set, provide a user with The aggregation information of target reading volume.Thus, the base of information for recommending to come according to its interest by system is passively received in user On plinth, a kind of chance that can actively select information of interest theme by oneself is provided the user, user can be helped to find Oneself potential interest topic, so as to expand the AOI of user, obtains more users information recommendation interested, lifting The efficiency and user satisfaction of information recommendation.On the basis of user's information directly interested is provided, with reading volume Mode provide the user other and be possible to information interested, meet the change of user interest point, be opening up for user interest Exhibition provides facility.

To achieve these goals, a kind of non-transitory computer-readable storage that third aspect present invention embodiment is proposed Medium, when the instruction in the storage medium is performed by the processor of mobile terminal so that mobile terminal is able to carry out one Plant and combine pattern of passing through and in limited time the information flow recommendation method of reading model, methods described includes：Obtain theme set；

Provide a user with reading volume set corresponding with the theme set；

After selection target reading volume is passed through the user from the reading volume set, carried to the user For the aggregation information of the target reading volume.

To achieve these goals, a kind of computer program product that fourth aspect present invention embodiment is proposed, when described When instruction processing unit in computer program product is performed, perform a kind of combination and pass through pattern and the in limited time information of reading model Stream recommendation method, methods described includes：

The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description Obtain substantially, or recognized by practice of the invention.

Brief description of the drawings

The above-mentioned and/or additional aspect of the present invention and advantage will become from the following description of the accompanying drawings of embodiments Substantially and be readily appreciated that, wherein：

Fig. 1 is that pattern and in limited time the information flow recommendation side of reading model are passed through in combination according to an embodiment of the invention The flow chart of method；

Fig. 2 (a) is to show interface schematic diagram according to the main flow recommendation information of prior art；

Fig. 2 (b) is to show interface schematic diagram according to the polymerization page information of prior art；

Fig. 3 (a) is to show interface schematic diagram according to the reading volume information of first embodiment of the invention；

Fig. 3 (b) is to show interface schematic diagram according to the reading volume information of second embodiment of the invention；

Fig. 3 (c) is to show interface schematic diagram according to the reading volume information of third embodiment of the invention；

Fig. 3 (d) is to show interface schematic diagram according to the reading volume information of four embodiment of the invention；

Fig. 4 (a) is the interface display schematic diagram for passing through entrance according to an embodiment of the invention；

Fig. 4 (b) is the interface display schematic diagram for passing through entrance in accordance with another embodiment of the present invention；

Fig. 4 (c) is the interface display schematic diagram for passing through entrance according to another embodiment of the invention；

Fig. 5 (a) is the interface display schematic diagram of reading volume set according to an embodiment of the invention；

Fig. 5 (b) is the interface display schematic diagram of reading volume set in accordance with another embodiment of the present invention；

Fig. 6 (a) is the interface display schematic diagram of the reading volume according to first embodiment of the invention；

Fig. 6 (b) is the interface display schematic diagram of the reading volume according to second embodiment of the invention；

Fig. 6 (c) is the interface display schematic diagram of the reading volume according to third embodiment of the invention；

Fig. 7 is that pattern is passed through in combination in accordance with another embodiment of the present invention and the information flow of reading model is recommended in limited time The flow chart of method；

Fig. 8 (a) is the interface display schematic diagram of the reading volume according to four embodiment of the invention；

Fig. 8 (b) is the interface display schematic diagram of the reading volume according to fifth embodiment of the invention；

Fig. 8 (c) is the interface display schematic diagram of the reading volume according to sixth embodiment of the invention；

Fig. 9 (a) is the interface display schematic diagram of the reading volume according to seventh embodiment of the invention；

Fig. 9 (b) is the interface display schematic diagram of the reading volume according to eighth embodiment of the invention；

Fig. 9 (c) is the interface display schematic diagram of the reading volume according to ninth embodiment of the invention；

Figure 10 (a) is the interface display schematic diagram of the reading volume according to tenth embodiment of the invention；

Figure 10 (b) is the interface display schematic diagram of the reading volume according to eleventh embodiment of the invention；

Figure 10 (c) is the interface display schematic diagram of the reading volume according to twelveth embodiment of the invention；

Figure 11 is according to the combination of another embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the flow chart of method；

Figure 12 (a) is information pushing interface schematic diagram according to an embodiment of the invention；

Figure 12 (b) is information pushing interface schematic diagram in accordance with another embodiment of the present invention；

Figure 13 is according to the combination of first embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 14 is according to the combination of second embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 15 is according to the combination of third embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 16 is according to the combination of four embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 17 is according to the combination of fifth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 18 is according to the combination of sixth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 19 is according to the combination of seventh embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 20 is according to the combination of eighth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 21 is according to the combination of ninth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

Figure 22 is according to the combination of tenth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device；

And

Figure 23 is to pass through pattern and the in limited time information flow of reading model according to the combination of eleventh embodiment of the invention The structural representation of recommendation apparatus.

Specific embodiment

Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from start to finish Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached It is exemplary to scheme the embodiment of description, it is intended to for explaining the present invention, and be not considered as limiting the invention.

Below with reference to the accompanying drawings pattern and the in limited time information flow of reading model are passed through in the side's combination for describing the embodiment of the present invention Recommend method and apparatus.

Fig. 1 is that pattern and in limited time the information flow recommendation side of reading model are passed through in combination according to an embodiment of the invention The flow chart of method.

As shown in figure 1, pattern is passed through in the combination and the information flow recommendation method of reading model may include in limited time：

S101, obtains theme set.

Specifically, because in actual applications, user may clearly know its of oneself in addition to the direct interest of oneself His theme interested, it is also possible to and what indefinite its theme interested is, thus, in order to guarantee to meet user Interest and fully find and expand the interest of user, in addition to providing a user with its theme clearly interested, in addition it is also necessary to Some other themes are provided.Illustrated below for both of these case.

Example one, when clear and definite user theme interested, then can obtain the direct interest theme set of user's concern, and The indirect interest theme set of user is determined according to the interest topic related to direct interest theme set.

Wherein, above-mentioned direct interest theme is the theme of user itself information interested, such as, user is emerging to game sense Interest, then game is the direct interest of the user.Above-mentioned indirect interest be user's other themes interested interest or comprising It is certain matinée idol B that key element, such as user A are directly interested, then the direct interest of matinée idol B belongs to the indirect interest of user A, Again such as, user A in itself not " literature and art young ", but the hobby interests of " literature and art is young " this colony are wanted to know about, then The direct interest of " literature and art is young " is the indirect interest of user A.

It should be noted that in practical implementation, theme has polytype, including space (such as, South Africa portion Fall, Las Vegas etc.), the time (such as Tang Dynasty, the Qing Dynasty etc.), virtual (such as geek space, many A dreams etc.), (ID is entity The real user space " space of Night Elves " of " Night Elves ") etc. type.

In order to more clearly illustrate, the progress of the method for pushing compared to prior art of the embodiment of the present invention is entered below One step is illustrated to information pushing mode of the prior art.

In the prior art, information class product draws a portrait system with information flow by the intelligent recommendation algorithm of its own and user Mode recommend user it may information interested and content information.Mode i.e. first generally in accordance with time shaft is issued Information, based on recommendation sequence of recommendation from the near to the remote, the probability of the information exposure of issue recently is larger (step 1).

And then, on the basis of the information that the mode based on time shaft is issued, to height scoring, (such as pageview is big, click Rate information high) information increase weight, such as, a certain bar information browing measurer has 500,000, even the day before yesterday issue, also have The forward position (step 2) of sequence may recommended.

On the basis of step 2, with reference to the corresponding weight of historical viewings record adjustment information of user, wherein historical viewings Record is including reading theory, reading duration and reads completion rate etc., such as, certain user often browses the information of amusement class, and clear Look at that the time is very long, the completion rate of reading is also very high, then the probability for pushing the information of amusement for the user priority is higher, if the use The information of political class is seldom read at family, and reading time is shorter, and reading completion rate is low, then be reduced to the user and push political class letter Breath (step 3).

And then, on the basis of step 3, with reference to the historical search record corresponding weight of adjustment of user, wherein, history is searched Suo Jilu includes the search word searched for, the frequency of search, search time, search duration etc., such as certain user is at recent one section The related search word in " body-building " field was searched in time, and search rate is very high, the browsing time is long, then be the user priority The probability for pushing " body-building " relevent information is (step 4) higher.

Thus, current information flow recommends sequence to be mainly to have merged above-mentioned considerations, be that the information in information flow is assigned Give different weight and priority comprehensively.I.e. current information class product is according to the emerging of the feedback forecasting user of user behavior Interest point simultaneously assigns different priority and weight is recommended, and most causes the convergence and solidification of user interest at last, recommendation it is interior Appearance concentrates on the individual interest point that user is most interested in and is difficult to obtain the information and content outside these points of interest.

For example, user A is most interested in " Fan Bingbing " related to " NBA " information and content and is recommended algorithm according to readding The feedbacks such as reading rate, reading duration are known, then will be pushed away by more according to proposed algorithm " Fan Bingbing " content related to " NBA " Recommend and obtain weight and priority higher in recommended information flow, the content that such user sees will concentrate mainly on Content " Fan Bingbing " related to " NBA ".Simultaneously because more reading of the user to " Fan Bingbing " and " NBA " related content is fed back The accounting and priority of both related content are strengthened again.Such user is difficult to obtain related to other points of interest are excited interior Hold.Cannot meet well when user interest point changes or wishes and expands point of interest.

That is, the basis for estimation of current information class Products Show content is based on user itself direct interest, lack The recommendation of the information or content of (or comprising) is corresponded to interested to user's individuality interested or colony, virtual or entity less.Example Such as, user B is game player, in addition to itself direct interest is the demand to game relevent information and content, is not to one Crowd " literature and art is young " the usual content interested being well aware of is also strange very well, is practised with oneself behavior when user wants to know about these When used different people's (entity) reading or content interested, demand cannot be met.

And the combination of the present embodiment is passed through in pattern and in limited time the information flow recommendation method of reading model, obtain user and close After the direct interest theme set of note, the indirect interest collection of user is determined according to the interest topic related to direct interest theme Close, thus, by introducing indirect interest set, meet the demand that user obtains the related content of indirect interest, and, it is use The expansion of family point of interest provides facility.

Example two, when and during indefinite user theme interested, some theme set are selected from big data and supply user Selection, wherein, can be according to multiple choices according to the selection for carrying out theme set, such as the temperature according to current topic selects theme Set, such as, the degree of correlation according to theme and user profile selects theme set etc., for example, the identity of user is artist, then for User selects the related theme set of some fine arts, and such as, can at random to user's proposed topic set etc..

In this example, although indefinite user theme interested, but under application scenes, user can push away Recommend in theme set, find oneself theme interested, as a result, the interest of user is expanded.

S102, provides a user with reading volume set corresponding with theme set.

Wherein, reading volume is the information fusion related to theme, it is necessary to explanation, and the type with theme is corresponding, Reading volume also has polytype, such as, time type, spatial mode, virtue fire, solid type etc..In order to more clearly illustrate Reading volume, is illustrated with reading volume corresponding from different themes separately below.

Wherein, reading volume set is corresponding with theme set, such as, if what is provided a user with is user's indirect interest Theme set, then provide a user with reading volume set corresponding with indirect interest theme set.

It is emphasized that reading volume is particularly shown the ways of presentation of information, according to its information class product applied It is different and different, for convenience of description, below to the citing of different types of reading volume, applied with it and answered in *** browser Described as a example by.

Wherein, as shown in Fig. 2 (a), *** browser is applied and main flow recommendation information is shown in the case where menu is recommended, and such as Fig. 2 Shown in (b), entertainment information polymerization page is shown in the case where class menu is entertained, video information polymerization page is shown under video class menu Deng.Thus, under the application, under the corresponding theme menu of reading volume, corresponding to corresponding reading volume.

For example, as shown in Fig. 3 (a), when it is time type reading volume " Tang Dynasty " that reading volume is corresponding, then this is read Reading space includes the related information content polymerization of the general-interest hobby Tang Dynasty.

As shown in Fig. 3 (b), but reading volume is corresponding when being spatial mode reading volume " South Africa clan ", then the reading Comprising the information content polymerization that the general-interest hobby for being in South Africa clan is related in space.

As shown in Fig. 3 (c), when it is virtue fire reading volume " geek space " that reading volume is corresponding, then the reading is empty Between in may information content polymerization interested comprising virtual IP address geek space.

As shown in Fig. 3 (d), when it is solid type reading volume " Arnold mm " that reading volume is corresponding, ID is " Arnold mm " Real user space " Arnold mm ", be that ID is information interested to the user of " Arnold mm " and content-aggregated.

Specifically, under different application scenarios, reading volume corresponding with indirect interest theme set is provided a user with The mode of set is different.

The first example, fixed menu item can be set in relevent information product or letter is embedded in the way of primary information In breath stream, such as, such as shown in Fig. 4 (a), provide reading volume in the lower right corner of information product and enter entrance, so that, detect use After the entrance is triggered at family, reading volume set corresponding with indirect interest theme set is provided a user with.

Certainly, there is provided reading volume enter entrance display location, can be arbitrary, and mark except in Fig. 4 (a) Shown arrow, can also be other arbitrary shapes, not be limited herein.

Second example, in order to increase interest, improves the interaction with user, can also be provided a user with according to Preset Time Entrance is passed through into reading volume set, so that, wish to hold " passing through " opportunity at heart using user, increase user's triggering This passes through the probability of entrance.

Wherein, during above-mentioned Preset Time according to many experiments mark, in the Preset Time, it is ensured that not excessively frequently to User provides and passes through entrance, can also grasp residence time of the user in information class product, is that user shows that this passes through entrance.

In this example, provide a user with and pass through the mode of entrance there is variation, such as, such as shown in Fig. 4 (b), in order to The participation interest of user is further transferred, passing through entrance and being equipped with official documents and correspondence explanation for scratch card gift pattern is provided a user with, i.e., such as Fig. 4 Shown in (b), whole screen frosted glass effect is provided a user with, centre provides scratch card gift pattern and is equipped with official documents and correspondence explanation, informs that user scrapes Opening can obtain the ability that space is passed through that carries out, when user scrapes being provided and indirect interest theme after passing through entrance for scratch card gift pattern off Gather corresponding reading volume set.

, wherein it is desired to, it is emphasized that scratch card gift pattern in this example passes through entrance under different application scenarios, can Represented in a different manner, you can represented in the form of pop-up with as shown in Fig. 4 (b), it is also possible to the side of primary information Formula, is embedded in reading volume and is shown, is not limited herein.

Again such as, such as shown in Fig. 4 (c), after user enters information flow, provide a user with information alert passes through entrance And word and time explanation are equipped with, provide corresponding with indirect interest theme set after passing through entrance when the prompting of user's click information Reading volume set.

S103, after selection target reading volume is passed through user from reading volume set, provides a user with target The aggregation information of reading volume.

Wherein, it refers to the event that another reading volume is entered into from reading volume to pass through, and in the event, can be wrapped Include the states such as " passing through unlatching ", " passing through in carrying out ", " passing through end ", " interest stabilization ".

Specifically, in actually performing, the reading volume set of the indirect interest recommended to user may have multiple, be The corresponding information of indirect interest that information exchange further determines that user may be interested is carried out with user, and improves information Pushing efficiency, receives user's selection target reading volume from reading volume set, and when user selects from reading volume set Select after target reading volume passed through, provide a user with the aggregation information of target reading volume.

It should be noted that in specific implementation process, in order to improve the interest of user's participation, can also use different Manifestation mode, provides a user with reading volume set corresponding with indirect interest theme set.

Shown in the first example, such as Fig. 5 (a), can be provided a user with the form of map with it is every in reading volume set The corresponding title of individual reading volume and picture, are worn when user clicks on picture corresponding with target reading volume or title More.

Shown in second example, such as Fig. 5 (b), can be provided a user with the form of board turning with reading volume set Reading volume sum matching plate quantity, when user click on open the plate of target reading volume when passed through.

In this example, the corresponding theme name of specific target reading volume is not shown, when user does not have During indirect theme of special interest, in this way, user reads empty in arbitrarily one reading volume of selection as target Between after, user may have found oneself content interested in target reading volume, for the expansion of user interest provides chance.

In one embodiment of the invention, as user, selection target reading volume is passed through from reading volume set Afterwards, the information class product for carrying out information pushing is also carried out the change of adaptability, and this " is passed through " into Events Fusion, its " fusion " mode According to the different and different of the information product applied.

Used as a kind of possible implementation, as user, selection target reading volume is passed through from reading volume set Afterwards, name nominating and the information fusion page of target reading volume are increased above information navigation column, also, in order to further strengthen " passing through " effect, the spatial description of target reading volume is increased in target reading volume.

Wherein, spatial description includes the space name of target reading volume, and the rationale for the recommendation of space content, target is read empty Between close countdown one or more information combinations.

In this example, according to the difference of application scenarios, in target reading volume add spatial description position and Mode is different, such as, the spatial description of target reading volume can be increased at the top of the information flow of target reading volume, such as, and can Increase the spatial description of target reading volume in the bottom of the information flow of target reading volume, such as, in mesh in the form of word The information flow for marking reading volume increases spatial description, such as, the information flow in target reading volume increases empty in the form of speech Between description etc..

Continuation is illustrated by taking *** browser application as an example, the target reading volume display interface as shown in Fig. 6 (a) In, when target reading volume is the corresponding reading volume Tang Dynasty, add space to push away at the top of the information flow of the reading volume Tang Dynasty Send reason etc..

Thus, the combination of the embodiment of the present invention is passed through in pattern and in limited time the information flow recommendation method of reading model, with The polymerization of information related to this is provided based on the concept of user's concern, IP or real other people interest set etc. so that User has an opportunity to obtain the point of interest content outside its direct interest content, the point of interest of itself is extended, also by being user There is provided indirect interest theme related information, meet the indirect interest of user, adapt to the interest of user's change.

In sum, pattern is passed through in the combination of the embodiment of the present invention and the information flow of reading model recommends method in limited time, Theme set is obtained, reading volume set corresponding with theme set is provided a user with, and then, as user from reading volume set After middle selection target reading volume is passed through, the aggregation information of target reading volume is provided a user with.Thus, it is passive in user On the basis of receiving to recommend the information that comes according to its interest by system, having provided the user one kind can actively be selected by oneself The chance of information of interest theme, can help user to find oneself potential interest topic, so as to expand the interest of user Scope, obtains more users information recommendation interested, improves the efficiency and user satisfaction of information recommendation.Use is being provided Family is directly on the basis of information interested, other is provided the user in the way of reading volume and is possible to information interested Polymerization, meets the change of user interest point, for the expansion of user interest provides facility.

In actual applications, in order to increase the exchange between user, it is easy to enter with the user between identical hobby The interaction of row information, further such that user further excavates its content very interested from the information that other users are known, Can also be provided in reading volume carries out the function of light social activity with other users.

Fig. 7 is that pattern is passed through in combination in accordance with another embodiment of the present invention and the information flow of reading model is recommended in limited time The flow chart of method, as shown in fig. 7, pattern is passed through in the combination and the information flow recommendation method of reading model includes in limited time：

S201, obtains theme set.

S202, provides a user with reading volume set corresponding with theme set.

It should be noted that description of the present invention to step S201-S202, can refer to above-mentioned to step S101-S102's Description, its realization principle is similar to, and will not be repeated here.

S203, after selection target reading volume is passed through user from reading volume set, provides a user with target The aggregation information of reading volume.

Specifically, the aggregation information of target reading volume, the authority according to amount of reading, issuing time and source etc. because Element, recommendable value is different, thus, can be according to recommending user again after aggregation information is processed.

It should be noted that according to the difference of concrete application demand, the mode processed aggregation information is different.

The first example, because clicking rate information higher is probably the information that user is most interested under the reading volume, Therefore, it is possible to higher first 10 of clicking rate in aggregation information are showed into user.

Second example, can be ranked up, according to sequence according to default screening strategy and Generalization bounds to aggregation information Result shows user.

Wherein, default screening strategy can be screened according to clicking rate, screened according to issuing time, basis Evaluation information is screened etc., and above-mentioned Generalization bounds are directed to the display time, it is also possible to for display mode etc., such as, Ke Yishi According to the time periodically alternate and recommend, for example, every 10 minutes change batch message, can be shown in the form of sliding window Show display information to be recommended etc..

S204, the space type according to target reading volume provides a user with the function that doings are carried out with other users Control.

Specifically, because the space type of reading volume has diversity, thus, it is mutual between user in order to effectively improve Dynamic, the space type according to target reading volume provides a user with the functionality controls that doings are carried out with other users.In order to More clearly illustrate, how to be provided a user with according to the space type of target reading volume carries out doings with other users Functionality controls, illustrated below.

The first example, if the space type of target reading volume is non-physical type, carries in target reading volume to user For souvenir functionality controls, so that, after user clicks on souvenir functionality controls, obtain the footprint that user leaves in target reading volume Information, and footprint information is supplied to other users when other users traverse to target reading volume, such as, with the shape of word Formula is supplied to other users, and such as, other users etc. is supplied in the form of speech.

Wherein, above-mentioned footprint information is the vestige that is left in the target reading volume of analog subscriber, including leaves a message, leaves Virtual objects (such as one Little Bear etc.), voice messaging, user profile etc., in actual mechanical process, can believe the footprint Breath is inserted in the information flow of target reading volume in the way of primary sound information.

For example, with continued reference to Fig. 6 (a), souvenir functionality controls are provided in the lower section of the reading volume Tang Dynasty, so that, when After user clicks on the souvenir functionality controls, the footprint information of correlation can be left, such as, such as shown in Fig. 6 (b), can left virtual One toy car of article etc., so that, after other users traverse to the target reading volume, such as shown in Fig. 6 (c), with word Footprint information is supplied to other users by form.

In this example, due to user it can be seen that other users leave browse vestige, increased user and target read Read the curiosity of information in space, so that, user is improve to the reading theory in target reading volume, further it is easy to user development Point of interest, and user can also be by the user profile of the other users of the information of tracking, for the user for reaching this space carries For social opportunity, the other users for possessing identical hobby information interested is found, so that, it is easy to user to excavate its interested Information.

Second example, if the space type of target reading volume is entity user type, in target reading volume to user Greeting functionality controls are provided, when user is sent using greeting functionality controls to entity user corresponding with target reading volume During message, message is presented to the reading volume of entity user, so that entity user checks message, or, message is returned It is multiple, or, the reading volume for sending user is traversed to according to message.

For example, as shown in Fig. 8 (a), when user clicks on the greeting functionality controls under target reading volume, can be with Corresponding greeting information is input into the inputting interface as shown in Fig. 8 (b), so that, such as shown in Fig. 8 (c), can be to the target The entity user of reading volume receives the greeting information, wherein, the greeting information is inserted in the way of primary sound information In the information flow of the reading volume of the entity user, user clicks on corresponding information and can check message, can also be replied and be worn More arrive to side space.

The third example, if the space type of target reading volume is entity user type, in target reading volume to user Offer is given a present thing functionality controls, when user is sent using thing functionality controls of giving a present to entity user corresponding with target reading volume During present, present is presented to the reading volume of entity user, so that entity user checks present, or, present is returned It is multiple, or, the reading volume for sending user is traversed to according to present.

For example, as shown in Fig. 9 (a), thing functionality controls of giving a present are provided a user with below target reading volume, is used When family sends present by the present control, shown in such as Fig. 9 (b), present information is presented to correspondent entity in the form of word On the reading volume of user, wherein, such as shown in Fig. 9 (c), after user sends present, present can be believed in the form of pop-up Breath feeds back etc., such as, " having given the Tang Dynasty one teddy bear " is shown in the form of pop-up, is entered with the submitting to user's present Row feedback, enhancing and the interaction of user.

4th kind of example, provides a user with target reading volume and is currently entering other of target reading volume and refers to user List, when user from other with reference to user list in selection target user and after traverse to the reading volume of targeted customer, Xiang Yong Family provides corresponding with the reading volume of targeted customer aggregation information, and with target with the functionality controls for carrying out doings.

Wherein, under different application scenarios, other are different with reference to the source of user list, such as, can enter The other users of the target reading volume, for example, such as shown in Figure 10 (a), if there is other use in target reading volume Family, then provide the prompting with other spaces that can be passed through on the reading volume of active user, when user clicks on prompting letter After breath, such as shown in Figure 10 (b), the other users row for being currently entering target reading volume are provided a user with target reading volume Table.

And then, with continued reference to Figure 10 (b), when user selection target user and traverses to target and use from other users list After the reading volume at family, such as shown in Figure 10 (c), aggregation information corresponding with the reading volume of targeted customer is provided a user with, with And the functionality controls of doings are carried out with targeted customer.

Such as, other can be the other users in the geographical position annex where user with reference to user list, so that, Other users list of the affiliated geographical position distance users in the range of predeterminable range is provided a user with target reading volume, its In, above-mentioned predeterminable range can be what is demarcated according to concrete application demand, can be 500 meters, 1000 etc..

Again such as, other can be the random other users selected from big data with reference to user list, so that, in target Reading volume provides a user with the other users list generated at random according to default random algorithm.

In sum, pattern is passed through in the combination of the embodiment of the present invention and the information flow of reading model recommends method in limited time, Space type according to target reading volume provides a user with the functionality controls that doings are carried out with other users, be user it Between the opportunity of social activity is provided, realize the light sociability between user, and be easy to user to find the user with identical hobby, and Content interested is found from the reading volume of other users, the expansion of user interest point is further met.

Based on above example, it should be appreciated that for the ease of information push followed by user interest change and Change, improves the satisfaction of information pushing, according to user to the reading conditions of the aggregation information of target reading volume, is recommended The adjustment of information.

Figure 11 is according to the combination of another embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The flow chart of method is recommended, as shown in figure 11, after above-mentioned steps S103, pattern and the in limited time letter of reading model are passed through in the combination Breath stream recommendation method includes：

S301, according to default crossing time close target reading volume, and to user send close prompt message and Next time provides the time for passing through reading volume set.

Specifically, in order to further improve the authenticity and interest of " passing through ", mesh is closed according to default crossing time Mark reading volume, and send closing prompt message to user and the time for passing through reading volume set is provided next time, with abundant Transfer interest of the user to information in target reading volume.

Wherein, under different application scenarios, the mode difference for closing prompt message is sent to user, such as, and can be with text The form of word sends, and such as, can send in the form of speech.

For example, as shown in Figure 12 (a), target reading volume is closed according to default crossing time, in main information flow Top display close prompt message, inform the time opened again space temporary close and next time.

S302, the historical record of aggregation information in user's browsing objective reading volume is analyzed according to default proposed algorithm, Obtain user's reference interest topic interested.

S303, will be marked and be pushed to user, with by marking announcement to reference to the related information content of interest topic Know aggregation information situation recommendation information content of the user according to user's browsing objective reading volume.

Specifically, after end is passed through, the behavioural analysis during user passes through is gathered, is analyzed according to default proposed algorithm and used The historical record of aggregation information in the browsing objective reading volume of family, obtains user's reference interest topic interested, will be with reference The related information content of interest topic is marked and is pushed to user, informs user according to user's browsing objective with by mark The aggregation information situation recommendation information content of reading volume.

Wherein, default proposed algorithm can be including being pushed away according to browsing duration, browse the middle reading factor such as completion rate The algorithm recommended.

For example, with continued reference to Figure 12 (a), after passing through end, the crossing behavior to user is analyzed, and obtains user Reference interest topic interested, will be marked and be pushed to user to reference to the related information content of interest topic, wherein, The mark is used to instruction user, and the pushed information is to be recommended according to the aggregation information situation of user's browsing objective reading volume.

Certainly, in actual applications, it is possible to which the user known theme interested is temporary transient, such as, user is near Phase needs to do the paper report on the Tang Dynasty, thus, although the aggregation information in a large amount of reading volumes for having browsed the Tang Dynasty, but It is that the interest is temporary transient, thus, in an embodiment of the present invention, according to user interest stability, and refer to interest topic The mode that the related information content is marked is different.

In one embodiment of the invention, with continued reference to Figure 12 (a), the user is analyzed according to default proposed algorithm The historical record with the reference interest topic related information content is browsed, user temporary interests master interested is obtained Topic, and then, the information content related to temporary interests theme is pushed to user, and pair information related to temporary interests theme Content is marked, such as, mark source reading volume of the recommendation information etc..

In another embodiment of the present invention, with reference to Figure 12 (b), according to default proposed algorithm analyze user browse with With reference to the historical record of interest topic related information content, user's stabilized interest theme interested is obtained, and then, will be with stabilization The related information content of interest topic is pushed to user, and pair information content related to stabilized interest theme is not marked. Such as, primary source of the recommendation information etc. is only marked.

In sum, pattern is passed through in the combination of the embodiment of the present invention and the information flow of reading model recommends method in limited time, According to navigation patterns of the user in target reading volume, adjustment pushes the information that interface is pushed to user in main flow, maintains Pushed information follows the change of the interest of user and changes, and improves satisfaction of the user to pushed information.

To achieve the above object, the present invention also proposes that pattern is passed through in a kind of combination and the information flow of reading model is pushed away in limited time Recommend device.

Figure 13 is according to the combination of first embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time Recommend the structural representation of device.

As shown in figure 13, pattern is passed through in the combination and the information flow recommendation apparatus of reading model may include in limited time：First Acquisition module 110, first provides module 120 and second and provides module 130.

Wherein, the first acquisition module 110, the direct interest theme set for obtaining user's concern.

First provides module 120, for providing a user with reading volume set corresponding with indirect interest theme set.

In one embodiment of the invention, the first offer module 120 is provided a user with the form of map and reads empty Between gather in the corresponding title of each reading volume and picture, when user click on corresponding with target reading volume picture or Passed through during title.

In another embodiment of the present invention, the first offer module 120 is provided a user with and read in the form of board turning Read the plate quantity of the reading volume sum matching in spatial aggregation, enter when user clicks on opens the plate of target reading volume Row is passed through.

Figure 14 is according to the combination of second embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 14, on the basis of as shown in figure 13, first acquisition module 110 includes obtaining Unit 111 and determining unit 112, wherein,

Acquiring unit 111, the direct interest theme set for obtaining user's concern.

Determining unit 112, determines that user's is indirect emerging for the basis interest topic related to direct interest theme set Interesting theme set.

And then, the first offer module 120 provides a user with reading volume set corresponding with indirect interest theme set.

Figure 15 is according to the combination of third embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 15, on the basis of as shown in figure 13, the combination is passed through pattern and read in limited time The information flow recommendation apparatus of pattern include；3rd provides module 140, wherein,

3rd provides module 140, for before reading volume set corresponding with theme set is provided a user with, according to Preset Time is provided a user with into reading volume set and passes through entrance.

In one embodiment of the invention, the 3rd offer module 140 is used to provide a user with passing through for scratch card gift pattern Entrance is simultaneously equipped with official documents and correspondence explanation, when offer after passing through entrance that user scrapes scratch card gift pattern off is corresponding with indirect interest theme set Reading volume set.

In another embodiment of the present invention, the 3rd offer module 140 is used to provide a user with passing through for information alert Entrance is simultaneously equipped with word and time explanation, when being provided and indirect interest theme set after passing through entrance for user's click information prompting Corresponding reading volume set.

Second provides module 130, after in user, selection target reading volume is passed through from reading volume set, Provide a user with the aggregation information of target reading volume.

In one embodiment of the invention, second module 130 is provided according to default screening strategy and Generalization bounds pair Aggregation information is ranked up, and user is showed according to ranking results.

Figure 16 is according to the combination of four embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 16, on the basis of as shown in figure 13, the combination is passed through pattern and read in limited time The information flow recommendation apparatus of pattern include display module 150.

Wherein, display module 150, for the letter of the name nominating of target reading volume of the increase above information navigation column Breath polymerization page, and then, display module 150 is additionally operable to increase in target reading volume the spatial description of target reading volume.

In one embodiment of the invention, display module 150 increases described at the top of the information flow of target reading volume The spatial description of target reading volume, wherein, spatial description includes：The space name of target reading volume, space content is pushed away Reason is recommended, target reading volume closes one or more information combinations of countdown.

It should be noted that foregoing to combining pattern of passing through and the in limited time explanation of the information flow recommendation method of reading model Illustrate, pattern and in limited time the information flow recommendation apparatus of reading model are passed through in the combination for being also applied for the embodiment of the present invention, in fact Existing principle is similar to, and will not be repeated here.

In sum, pattern and in limited time the information flow recommendation apparatus of reading model are passed through in the combination of the embodiment of the present invention, Theme set is obtained, reading volume set corresponding with theme set is provided a user with, and then, as user from reading volume set After middle selection target reading volume is passed through, the aggregation information of target reading volume is provided a user with.Thus, it is passive in user On the basis of receiving to recommend the information that comes according to its interest by system, having provided the user one kind can actively be selected by oneself The chance of information of interest theme, can help user to find oneself potential interest topic, so as to expand the interest of user Scope, obtains more users information recommendation interested, improves the efficiency and user satisfaction of information recommendation.Use is being provided On the basis of the information directly interested of family, other are provided the user in the way of reading volume and are possible to information interested, The change of user interest point is met, for the expansion of user interest provides facility.

Figure 17 is according to the combination of fifth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 17, on the basis of as shown in figure 13, the combination is passed through pattern and read in limited time The information flow recommendation apparatus of pattern include that the 4th provides module 160.

Wherein, the 4th module 160 is provided, for being provided a user with and other use according to the space type of target reading volume Family carries out the functionality controls of doings.

Figure 18 is according to the combination of sixth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 18, on the basis of as shown in figure 17, the 4th offer module 160 includes：First carries Unit 162 is provided for unit 161 and second.

Wherein, first unit 161 is provided, for when the space type of target reading volume is non-physical type, in target Reading volume provides a user with souvenir functionality controls.

Second provides unit 162, for when user clicks on souvenir functionality controls, obtaining user and being stayed in target reading volume Under footprint information, and footprint information is supplied to other users when other users traverse to target reading volume.

Figure 19 is according to the combination of seventh embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 19, on the basis of as shown in figure 17, the 4th offer module 160 includes：3rd carries Unit 164 is provided for unit 163 and the 4th.

Wherein, the 3rd unit 163 is provided, for when the space type of target reading volume is entity user type, in mesh Mark reading volume provides a user with greeting functionality controls.

4th provides unit 164, for using greeting functionality controls to reality corresponding with target reading volume in user When body user sends message, message is presented to the reading volume of entity user, so that entity user checks message, or, it is right Message is replied, or, the reading volume for sending user is traversed to according to message.

Figure 20 is according to the combination of eighth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 20, on the basis of as shown in figure 17, the 4th offer module 160 includes：5th carries Unit 166 is provided for unit 165 and the 6th.

Wherein, the 5th unit 165 is provided, for when the space type of target reading volume is entity user type, in mesh Mark reading volume provides a user with thing functionality controls of giving a present.

6th provide unit 166, in user using thing functionality controls of giving a present to reality corresponding with target reading volume When body user sends present, present is presented to the reading volume of entity user, so that entity user checks present, or, it is right Present is replied, or, the reading volume for sending user is traversed to according to present.

Figure 21 is according to the combination of ninth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 21, on the basis of as shown in figure 17, the 4th offer module 160 includes：7th carries Unit 168 is provided for unit 167 and the 8th.

Wherein, the 7th unit 167 is provided, target reading volume is currently entering for being provided a user with target reading volume Other refer to user list.

In one embodiment of the invention, the 7th unit 167 is provided, is worked as being provided a user with target reading volume Advance into the other users list of target reading volume.

In one embodiment of the invention, the 7th unit 167 is provided, for providing a user with institute in target reading volume Manage other users list of the positional distance user in the range of predeterminable range in possession.

In one embodiment of the invention, the 7th unit 167 is provided, for providing a user with root in target reading volume According to the other users list that default random algorithm is generated at random.

8th provides unit 168, for user from other with reference to user list in selection target user and traverse to mesh After marking the reading volume of user, aggregation information corresponding with the reading volume of targeted customer is provided a user with, and use with target Family carries out the functionality controls of doings.

It should be noted that foregoing to combining pattern of passing through and the in limited time explanation of the information flow recommendation method of reading model Illustrate, pattern and in limited time the information flow recommendation apparatus of reading model are passed through in the combination for being also applied for the embodiment of the present invention, in fact Existing principle is similar to, and will not be repeated here.

In sum, pattern and in limited time the information flow recommendation apparatus of reading model are passed through in the combination of the embodiment of the present invention, Space type according to target reading volume provides a user with the functionality controls that doings are carried out with other users, be user it Between the opportunity of social activity is provided, realize the light sociability between user, and be easy to user to find the user with identical hobby, and Content interested is found from the reading volume of other users, the expansion of user interest point is further met.

Figure 22 is according to the combination of tenth embodiment of the invention to pass through pattern and the information flow of reading model is pushed away in limited time The structural representation of device is recommended, as shown in figure 22, on the basis of as shown in figure 13, the combination is passed through pattern and read in limited time The information flow recommendation apparatus of pattern include closedown module 170 and sending module 180.

Wherein, closedown module 170, for closing target reading volume according to default crossing time.

Sending module 180, reading volume set is passed through for sending to close prompt message and provide next time to user Time.

Figure 23 is to pass through pattern and the in limited time information flow of reading model according to the combination of eleventh embodiment of the invention The structural representation of recommendation apparatus, as shown in figure 23, on the basis of as shown in figure 13, the combination is passed through pattern and is read in limited time The information flow recommendation apparatus of reading mode include the second acquisition module 190 and pushing module 1100.

Wherein, the second acquisition module 190, for according in default proposed algorithm analysis user's browsing objective reading volume The historical record of aggregation information, obtains user's reference interest topic interested.

Pushing module 1100, for will be marked and be pushed to user to reference to the related information content of interest topic, Aggregation information situation recommendation information content of the user according to user's browsing objective reading volume is informed with by mark.

In one embodiment of the invention, the second acquisition module 190, is additionally operable to be analyzed according to default proposed algorithm and uses Family browses and the historical record with reference to interest topic related information content, acquisition user stabilized interest theme interested.

Pushing module 1100 is additionally operable to for the information content related to stabilized interest theme to be pushed to user, and not pair with it is steady Determine the related information content of interest topic to be marked.

It should be noted that foregoing to combining pattern of passing through and the in limited time explanation of the information flow recommendation method of reading model Illustrate, pattern and in limited time the information flow recommendation apparatus of reading model are passed through in the combination for being also applied for the embodiment of the present invention, in fact Existing principle is similar to, and will not be repeated here.

In sum, pattern and in limited time the information flow recommendation apparatus of reading model are passed through in the combination of the embodiment of the present invention, According to navigation patterns of the user in target reading volume, adjustment pushes the information that interface is pushed to user in main flow, maintains Pushed information follows the change of the interest of user and changes, and improves satisfaction of the user to pushed information.

In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means to combine specific features, structure, material or spy that the embodiment or example are described Point is contained at least one embodiment of the invention or example.In this manual, to the schematic representation of above-mentioned term not Identical embodiment or example must be directed to.And, the specific features of description, structure, material or feature can be with office Combined in an appropriate manner in one or more embodiments or example.Additionally, in the case of not conflicting, the skill of this area Art personnel can be tied the feature of the different embodiments or example described in this specification and different embodiments or example Close and combine.

Although embodiments of the invention have been shown and described above, it is to be understood that above-described embodiment is example Property, it is impossible to limitation of the present invention is interpreted as, one of ordinary skill in the art within the scope of the invention can be to above-mentioned Embodiment is changed, changes, replacing and modification.

Claims (34)

1. pattern is passed through in a kind of combination and the information flow of reading model recommends method in limited time, it is characterised in that including following step Suddenly：

Obtain theme set；

Provide a user with reading volume set corresponding with the theme set；

After selection target reading volume is passed through the user from the reading volume set, institute is provided to the user State the aggregation information of target reading volume.

2. the method for claim 1, it is characterised in that the acquisition theme set includes：

Obtain the direct interest theme set of user's concern；

The indirect interest theme set of the user is determined according to the interest topic related to the direct interest theme set；

It is described to provide a user with reading volume set corresponding with the theme set, including：

Reading volume set corresponding with the indirect interest theme set is provided to the user.

3. the method for claim 1, it is characterised in that provide a user with read corresponding with the theme set described Before reading spatial aggregation, also include：

There is provided to the user according to Preset Time and pass through entrance into the reading volume set.

4. method as claimed in claim 3, it is characterised in that provide wearing into the reading volume set to the user More entrance, including：

Passing through entrance and being equipped with official documents and correspondence explanation for scratch card gift pattern is provided to the user, when the user scrapes the scratch card gift off Pattern pass through entrance after reading volume set corresponding with the indirect interest theme set is provided；

Or,

Passing through entrance and being equipped with word and time explanation for information alert is provided to the user, when the user clicks on the letter Breath prompting pass through entrance after reading volume set corresponding with the indirect interest theme set is provided.

5. the method for claim 1, it is characterised in that described to provide a user with reading corresponding with the theme set Spatial aggregation, including：

In the form of map to the user provide corresponding with each reading volume in reading volume set title and Picture, is passed through when user clicks on picture corresponding with target reading volume or title；

Or,

There is provided and the total plate for matching of the reading volume in the reading volume set to the user in the form of board turning Quantity, is passed through when user clicks on opens the plate of target reading volume.

6. the method for claim 1, it is characterised in that as the user from the reading volume set selection target After reading volume is passed through, also include：

Increase above information navigation column with the information fusion page of the name nominating of the target reading volume；

Increase the spatial description of the target reading volume in the target reading volume.

7. method as claimed in claim 6, it is characterised in that increase the target reading volume in the target reading volume Spatial description, including：

Increase the spatial description of the target reading volume at the top of the information flow of the target reading volume, wherein, the sky Between describe to include：The space name of the target reading volume, the rationale for the recommendation of space content, the target reading volume is closed One or more information combinations of countdown.

8. the method for claim 1, it is characterised in that the polymerization for providing the target reading volume to the user is believed Breath, including：

The aggregation information is ranked up according to default screening strategy and Generalization bounds, according to ranking results are showed User.

9. the method for claim 1, it is characterised in that the polymerization for providing the target reading volume to the user is believed After breath, also include：

Space type according to the target reading volume provides to the user and the function of doings is carried out with other users Control.

10. method as claimed in claim 9, it is characterised in that the space type according to the target reading volume to The user provides the functionality controls that doings are carried out with other users, including：

If the space type of the target reading volume is non-physical type, is provided to the user in the target reading volume and stayed Read functionality controls；

After the user clicks on the souvenir functionality controls, the footprint that the user leaves in the target reading volume is obtained Information, and the footprint information is supplied to the other users when other users traverse to the target reading volume.

11. methods as claimed in claim 9, it is characterised in that the space type according to the target reading volume to The user provides the functionality controls that doings are carried out with other users, including：

If the space type of the target reading volume is entity user type, provided to the user in the target reading volume Greeting functionality controls；

Disappear when the user is sent using the greeting functionality controls to entity user corresponding with the target reading volume During breath, the message is presented to the reading volume of the entity user, so that the entity user checks the message, or Person, replys the message, or, the reading volume for sending user is traversed to according to the message.

12. methods as claimed in claim 9, it is characterised in that the space type according to the target reading volume to The user provides the functionality controls that doings are carried out with other users, including：

If the space type of the target reading volume is entity user type, provided to the user in the target reading volume Give a present thing functionality controls；

When the user sends gift using the thing functionality controls of giving a present to entity user corresponding with the target reading volume During thing, the present is presented to the reading volume of the entity user, so that the entity user checks the present, or Person, replys the present, or, the reading volume for sending user is traversed to according to the present.

13. methods as claimed in claim 9, it is characterised in that the space type according to the target reading volume to The user provides the functionality controls that doings are carried out with other users, including：

Other are provided to the user refer to user list in the target reading volume；

When the user from it is described other with reference to user list in selection target user and traverse to the reading of the targeted customer Behind space, aggregation information corresponding with the reading volume of the targeted customer is provided to the user, and use with the target Family carries out the functionality controls of doings.

14. methods as claimed in claim 13, it is characterised in that the target reading volume provides other ginsengs to the user User list is examined, including：

The other users list for being currently entering the target reading volume is provided in the target reading volume to the user； And/or,

The target reading volume to the user provide belonging to geographical position apart from the user in the range of predeterminable range Other users list；And/or,

The other users list generated at random according to default random algorithm is provided in the target reading volume to the user.

15. the method for claim 1, it is characterised in that the polymerization of the target reading volume is provided to the user After information, also include：

The target reading volume is closed according to default crossing time, and sent to the user close prompt message and under It is secondary that the time for passing through the reading volume set is provided.

16. methods as claimed in claim 15, it is characterised in that the target is closed according to default crossing time described After reading volume, also include：

The historical record that the user browses aggregation information in the target reading volume is analyzed according to default proposed algorithm, is obtained Take user reference interest topic interested；

The information content related to the reference interest topic is marked and the user is pushed to, with by the mark Inform that the user recommends described information content according to the aggregation information situation that the user browses the target reading volume.

17. methods as claimed in claim 16, it is characterised in that described by the information related to the reference interest topic Content is marked and is pushed to after the user, also includes：

Analyze the user and browse according to default proposed algorithm and remember with the history of the reference interest topic related information content Record, obtains user stabilized interest theme interested；

The information content related to the stabilized interest theme is pushed to the user, and not pair with the stabilized interest theme The related information content carries out the mark.

Pattern and in limited time the information flow recommendation apparatus of reading model are passed through in a kind of 18. combinations, it is characterised in that including：

First acquisition module, for obtaining theme set；

First provides module, for providing a user with reading volume set corresponding with the theme set；

Second provides module, in the user, selection target reading volume to be passed through from the reading volume set Afterwards, the aggregation information of the target reading volume is provided to the user.

19. devices as claimed in claim 18, it is characterised in that first acquisition module includes：

Acquiring unit, the direct interest theme set for obtaining user's concern；

Determining unit, determines that the user's is indirect emerging for the basis interest topic related to the direct interest theme set Interesting theme set；

The first offer module is used for：

Reading volume set corresponding with the indirect interest theme set is provided to the user.

20. device as shown in claim 18, it is characterised in that also include：

3rd provide module, for it is described provide a user with reading volume set corresponding with the theme set before, press There is provided to the user according to Preset Time and pass through entrance into the reading volume set.

21. device as shown in claim 20, it is characterised in that the 3rd offer module is used for：

Passing through entrance and being equipped with official documents and correspondence explanation for scratch card gift pattern is provided to the user, when the user scrapes the scratch card gift off Pattern pass through entrance after reading volume set corresponding with the indirect interest theme set is provided；

Or,

Passing through entrance and being equipped with word and time explanation for information alert is provided to the user, when the user clicks on the letter Breath prompting pass through entrance after reading volume set corresponding with the indirect interest theme set is provided.

22. device as shown in claim 18, it is characterised in that the first offer module is used for：

In the form of map to the user provide corresponding with each reading volume in reading volume set title and Picture, is passed through when user clicks on picture corresponding with target reading volume or title；

Or,

There is provided and the total plate for matching of the reading volume in the reading volume set to the user in the form of board turning Quantity, is passed through when user clicks on opens the plate of target reading volume.

23. device as shown in claim 18, it is characterised in that also include：

Display module, for increasing the information fusion with the name nominating of the target reading volume above information navigation column Page；

The display module, is additionally operable to increase in the target reading volume spatial description of the target reading volume.

24. device as shown in claim 13, it is characterised in that the display module is used for：

Increase the spatial description of the target reading volume at the top of the information flow of the target reading volume, wherein, the sky Between describe to include：The space name of the target reading volume, the rationale for the recommendation of space content, the target reading volume is closed One or more information combinations of countdown.

25. device as shown in claim 18, it is characterised in that the second offer module is used for：

The aggregation information is ranked up according to default screening strategy and Generalization bounds, according to ranking results are showed User.

26. device as shown in claim 18, it is characterised in that also include：

4th provides module, provides to enter with other users to the user for the space type according to the target reading volume The functionality controls of row doings.

27. device as shown in claim 26, it is characterised in that the 4th offer module includes：

First provides unit, for when the space type of the target reading volume is non-physical type, being read in the target Space provides souvenir functionality controls to the user；

Second provides unit, for when the user clicks on the souvenir functionality controls, obtaining the user in the target The footprint information that reading volume leaves, and the footprint information is provided when other users traverse to the target reading volume To the other users.

28. device as shown in claim 26, it is characterised in that the 4th offer module includes：

3rd provides unit, for when the space type of the target reading volume is entity user type, being read in the target Read space and provide greeting functionality controls to the user；

4th provides unit, for using the greeting functionality controls to corresponding with the target reading volume in the user Entity user send message when, the message is presented to the reading volume of the entity user, for the entity user The message is checked, or, the message is replied, or, the reading sky for sending user is traversed to according to the message Between.

29. device as shown in claim 26, it is characterised in that the 4th offer module includes：

5th provides unit, for when the space type of the target reading volume is entity user type, being read in the target Read space and provide thing functionality controls of giving a present to the user；

6th provide unit, in the user using the thing functionality controls of giving a present to corresponding with the target reading volume Entity user send present when, the present is presented to the reading volume of the entity user, for the entity user The present is checked, or, the present is replied, or, the reading sky for sending user is traversed to according to the present Between.

30. device as shown in claim 26, it is characterised in that the 4th offer module includes：

7th provides unit, and user list is referred to for providing other to the user in the target reading volume；

8th provides unit, for the user from it is described other with reference to user list in selection target user and traverse to institute After stating the reading volume of targeted customer, aggregation information corresponding with the reading volume of the targeted customer is provided to the user, And the functionality controls of doings are carried out with the targeted customer.

31. devices as claimed in claim 30, it is characterised in that the 7th offer unit is used for：

The other users list for being currently entering the target reading volume is provided in the target reading volume to the user； And/or,

The target reading volume to the user provide belonging to geographical position apart from the user in the range of predeterminable range Other users list；And/or,

The other users list generated at random according to default random algorithm is provided in the target reading volume to the user.

32. devices as claimed in claim 18, it is characterised in that also include：

Closedown module, for closing the target reading volume according to default crossing time；

Sending module, the reading volume set is passed through for sending to close prompt message and provide next time to the user Time.

33. devices as claimed in claim 32, it is characterised in that also include：

Second acquisition module, is polymerized for being analyzed during the user browses the target reading volume according to default proposed algorithm The historical record of information, obtains user reference interest topic interested；

Pushing module, for the information content related to the reference interest topic to be marked and is pushed to the user, Inform that the user recommends according to the aggregation information situation that the user browses the target reading volume with by the mark Described information content.

34. devices as claimed in claim 33, it is characterised in that

Second acquisition module, is additionally operable to be browsed and the reference interest master according to the default proposed algorithm analysis user The historical record of related information content is inscribed, user stabilized interest theme interested is obtained；

The pushing module is additionally operable to for the information content related to the stabilized interest theme to be pushed to the user, and not right The information content related to the stabilized interest theme carries out the mark.