CN104572707A

CN104572707A - Preferable object information providing method and device

Info

Publication number: CN104572707A
Application number: CN201310491877.0A
Authority: CN
Inventors: 姚从磊; 李晓萌; 魏瑾; 冯赞锋
Original assignee: BEIJING ZHUOYI XUNCHANG TECHNOLOGY Co Ltd
Current assignee: BEIJING ZHUOYI XUNCHANG TECHNOLOGY Co Ltd
Priority date: 2013-10-18
Filing date: 2013-10-18
Publication date: 2015-04-29

Abstract

The invention aims to provide a preferable object information providing method and device. The method includes allowing the provided device to determine object relational feature information corresponding to a user according to the object access record information of the user; acquiring the object operation information of a mobile terminal by the user; according to the object operation information, combining with the object relational feature information, and determining one or a plurality of preferable object information corresponding to the object operation information; providing at least one of the one or a plurality of preferable object information to the mobile terminal. Compared with the prior art, the device has the advantages that the device is capable of recommending adaptive preferable objection information (including applications or resources) to the user automatically, the personalized recommendation service is implemented, the efficiency for the user acquiring object information is improved, and user's experience is optimized.

Description

A kind of for providing the method and apparatus of preferred object information

Technical field

The present invention relates to mobile Internet field, particularly relating to a kind of for providing the technology of preferred object information.

Background technology

Along with the development of mobile device and Mobile solution, emerge in multitude for the application of mobile device and resource.Due to time and the energy of selecting required application or resource to need at substantial, therefore most application or resource to be difficult to understand by user, simultaneously user be also difficult to select needed for or the application that is applicable to or resource.

Summary of the invention

The object of this invention is to provide a kind of for providing the method and apparatus of preferred object information.

According to an aspect of the present invention, provide a kind of for providing the method for preferred object information, wherein, the method comprises the following steps:

X is according to the object accesses recorded information of user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource;

Wherein, the method also comprises:

A obtains described user Object Operations information on the mobile terminal;

B according to described Object Operations information, and in conjunction with described object association characteristic information, determines the one or more preferred object information corresponding with described Object Operations information;

C is by described one or more preferred object information, at least one is provided to described mobile terminal.

According to a further aspect in the invention, additionally providing a kind ofly provides equipment for what provide preferred object information, and wherein, this equipment comprises:

Association determining device, for the object accesses recorded information according to user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource;

Wherein, this equipment also comprises:

Acquisition device, for obtaining described user Object Operations information on the mobile terminal;

Preferred determining device, for according to described Object Operations information, and in conjunction with described object association characteristic information, determines the one or more preferred object information corresponding with described Object Operations information;

Generator, for by described one or more preferred object information, at least one is provided to described mobile terminal.

Compared with prior art, the present invention is by the object accesses recorded information according to user, determine the object association characteristic information corresponding to described user, when obtaining described user Object Operations information on the mobile terminal, according to described Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information, and according to described Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information, thus from the preferred object information (comprising application or resource) that trend user recommends to be applicable to, achieve personalized ventilation system, improve the efficiency that user obtains object information, improve Consumer's Experience.

And, the present invention can also according to operation duration threshold value, effective Object Operations information is screened from described Object Operations information, then according to described effective Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information; Further, the present invention can also the object-related information of operand corresponding to described Object Operations information, determine the operation duration threshold value corresponding with described Object Operations information, according to described operation duration threshold value, from described Object Operations information, screen effective Object Operations information; Thus improve accuracy and the reliability of preferred object information, and then user recommends more applicable preferred object information (comprising application or resource), achieve personalized ventilation system, improve the efficiency that user obtains object information, improve Consumer's Experience.

And, the present invention can also according to described Object Operations information, and in conjunction with described object association characteristic information, determine the mapping relation information corresponding with the operand corresponding to described Object Operations information, according to determined mapping relation information, determine the one or more preferred object information corresponding with described Object Operations information; Further, according to determined mapping relation information, matching inquiry can also be carried out in object information storehouse, to obtain the one or more preferred object information corresponding with described Object Operations information, wherein, described preferred object information and described mapping relation information match; Thus according to described mapping relation information, recommend the preferred object information (comprising application or resource) be applicable to user, achieve personalized ventilation system, improve the efficiency that user obtains object information, improve Consumer's Experience.

And, the present invention can also according to described Object Operations information, and in conjunction with described object association characteristic information, determine the one or more candidate information corresponding with described Object Operations information, recorded information or resource downloading recorded information are installed in application corresponding to described mobile terminal, in described one or more candidate information, determine one or more preferred object information; Thus according to described candidate information, recommend the preferred object information (comprising application or resource) be applicable to user, achieve personalized ventilation system, improve the efficiency that user obtains object information, improve Consumer's Experience.

And the present invention according to predetermined object accesses duration threshold value, can also carry out Screening Treatment to the object accesses recorded information of user, according to the described object accesses recorded information after Screening Treatment, determines the object association characteristic information corresponding to described user; Further, the present invention in conjunction with corresponding references object linked character information, can also upgrade described object association characteristic information, for determining preferred object information; Thus the accuracy that improve set up object association characteristic information with and reliability, and then user recommends more applicable preferred object information (comprising application or resource), achieve personalized ventilation system, improve the efficiency that user obtains object information, improve Consumer's Experience.

Accompanying drawing explanation

By reading the detailed description done non-limiting example done with reference to the following drawings, other features, objects and advantages of the present invention will become more obvious:

Fig. 1 illustrates and provides equipment schematic diagram according to a kind of of one aspect of the invention for what provide preferred object information;

To illustrate in accordance with a preferred embodiment of the present invention a kind of provides equipment schematic diagram for what provide preferred object information for Fig. 2;

It is a kind of for providing the method flow diagram of preferred object information that Fig. 3 illustrates according to a further aspect of the present invention;

It is a kind of for providing the method flow diagram of preferred object information that Fig. 4 illustrates in accordance with a preferred embodiment of the present invention.

In accompanying drawing, same or analogous Reference numeral represents same or analogous parts.

Embodiment

Below in conjunction with accompanying drawing, the present invention is described in further detail.

Fig. 1 illustrates and provides equipment schematic diagram according to a kind of of one aspect of the invention for what provide preferred object information; Wherein, equipment is provided to comprise association determining device 1, acquisition device 2, preferably determining device 3, generator 4 described in.Particularly, association determining device 1 is according to the object accesses recorded information of user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource; Acquisition device 2 obtains described user Object Operations information on the mobile terminal; Preferred determining device 3 according to described Object Operations information, and in conjunction with described object association characteristic information, determines the one or more preferred object information corresponding with described Object Operations information; Generator 4 is by described one or more preferred object information, at least one is provided to described mobile terminal.

At this, described in provide equipment to include but not limited to the network equipment, subscriber equipment or the network equipment and subscriber equipment are by the mutually integrated equipment formed of network.Wherein, the described network equipment comprise a kind of can according in advance setting or the instruction stored, automatically carry out the electronic equipment of numerical evaluation and information processing, its hardware includes but not limited to microprocessor, special IC (ASIC), programmable gate array (FPGA), digital processing unit (DSP), embedded device etc.The described network equipment its include but not limited to computing machine, network host, single network server, cloud that multiple webserver collection or multiple server are formed; At this, cloud is formed by based on a large amount of computing machine of cloud computing (Cloud Computing) or the webserver, and wherein, cloud computing is the one of Distributed Calculation, the virtual supercomputer be made up of the loosely-coupled computing machine collection of a group.Described subscriber equipment its include but not limited to that any one can to carry out mobile electronic product or the non-mobile electronic product of man-machine interaction, such as computing machine, smart mobile phone, PDA, game machine or IPTV etc. with user by keyboard, telepilot, touch pad or voice-operated device.Described network includes but not limited to internet, wide area network, Metropolitan Area Network (MAN), LAN (Local Area Network), VPN, wireless self-organization network (Ad Hoc network) etc.Those skilled in the art will be understood that other the equipment that provides is equally applicable to the present invention, within also should being included in scope, and are contained in this at this with way of reference.

Constant work between above-mentioned each device, at this, it will be understood by those skilled in the art that " continuing " refers to above-mentioned each device respectively in real time, or according to the mode of operation requirement of setting or real-time adjustment, the determination of object association characteristic information, the providing of the determination of the acquisition of Object Operations information, preferably object information, preferably object information are provided, until described in provide equipment to stop obtaining described user Object Operations information on the mobile terminal.

Association determining device 1 is according to the object accesses recorded information of user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource.

Particularly, described association determining device 1 is passed through according to various communication protocol (Communications Protocol), by Various types of data transmission interface, with storage or provide one or more database of the object accesses recorded information of described user or other third party devices to interact, to obtain the object accesses recorded information of described user; Or, described association determining device 1 by carrying out alternately with the subscriber equipment of described user, directly to obtain the object accesses recorded information of described user; Wherein, described subscriber equipment includes but not limited to the mobile device (as mobile phone, panel computer etc.), non-mobile device (as PC) etc. of user.

At this, described object accesses recorded information includes but not limited to that described user uses record etc. to the resource access record of candidate resource and/or to the application of candidate's application; Such as, user opens, watch the recorded information of video resource, or user uses the information such as number of times, frequency, duration of application.

Wherein, described candidate resource includes but not limited to the multimedia messagess such as video, audio frequency, picture, text; The application etc. that described candidate application includes but not limited to install or do not install (as only browse application introduce the page).

Described association determining device 1 is according to described object accesses recorded information, by the access order based on user, (interval accessing two objects as user is no more than certain threshold value, or two or more objects etc. of user's connected reference), or based on the visitation frequency (as exceeding the access object etc. of certain visitation frequency) of user, or the content relevance of the candidate resource of accessing based on user and/or candidate's application, or the access object according to user carries out the modes such as random alignment combination, determines the object association characteristic information corresponding to described user.

Wherein, described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource, such as, after user employs application " ", have viewed video " marine legend ", then described association determining device 1 can set up object association characteristic information according to " one " and the access order of " marine legend "; Also can be that taking part in a performance of " Han Han " and " marine legend " comprises " Han Han " to set up object association characteristic information etc. based on the author of " ".

At this, those skilled in the art will be understood that, the characteristic information of object association described in the present invention is except comprising candidate's application with except the mapping relation information of candidate resource, can also comprise candidate's application and candidate apply between mapping relation information, and the mapping relation information etc. between candidate resource and candidate resource.

It should be noted that, above-mentioned citing is only and technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, any object accesses recorded information according to user, determine the mode of the object association characteristic information corresponding to described user, all should be within the scope of the present invention.

Preferably, described association determining device 1 according to predetermined object accesses duration threshold value, can carry out Screening Treatment to the object accesses recorded information of user, and wherein, described object accesses recorded information comprises resource access record or the application use record of described user; According to the described object accesses recorded information after Screening Treatment, determine the object association characteristic information corresponding to described user, wherein, described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource.

Particularly, described association determining device 1, according to the object accesses recorded information of obtained user, by based on the temporal information in described object accesses recorded information, according to predetermined object accesses duration threshold value, carries out Screening Treatment to it; Wherein, described object accesses duration threshold value includes but not limited to the access duration threshold value of user and/or uses the frequency information etc. of duration threshold value, user's access.

Wherein, described object accesses duration threshold value includes but not limited to predetermined or according to the determined regular hour length of the modes such as machine learning, or according to described access object or use the type of object, character, length (as video length etc.) determined time span (as 5 minutes) or duration percent information (10% duration as one section of video duration) etc.; Described access object duration threshold value can also comprise user's access object or use the frequency of object, as the number of times used in a day, or the number of times etc. of use in a week.

Such as, when user watch a certain video exceed 10% of this video duration time, then using this object accesses recorded information as the described object accesses recorded information after Screening Treatment, otherwise, if when being less than 10% of this video duration, then this object accesses recorded information is screened out; Or, such as, when user used a certain application more than 1 minute, then using this object accesses recorded information as the described object accesses recorded information after Screening Treatment, otherwise, when user uses a certain application to be less than 1 minute, then this object accesses recorded information is screened out.

Such as, if user opened the number of times of a certain application more than N time in one week, then this user exceedes predetermined described access object duration threshold value to its access frequency, thus using this object accesses recorded information as the described object accesses recorded information after Screening Treatment; Otherwise, if the number of times opening a certain application in a week is less than N time, then this object accesses recorded information is screened out.

It should be noted that, above-mentioned citing is only and technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, any according to predetermined object accesses duration threshold value, the object accesses recorded information of user is carried out to the mode of Screening Treatment, all should be within the scope of the present invention.

At this, described association determining device 1 is according to the described object accesses recorded information after Screening Treatment, determine the mode of the object association characteristic information corresponding to described user, with associate determining device 1 described in Fig. 1 and determine that the mode of the object association characteristic information corresponding to described user is same or similar, therefore do not repeat them here, and be contained in this by the mode of application.

Preferably, described association determining device 1 also comprises updating block (not shown), and wherein, described updating block combines corresponding references object linked character information, upgrades described object association characteristic information, for determining preferred object information.

Particularly, described updating block can also obtain the reference user corresponding with described user, thus obtains the described object association characteristic information with reference to user, as the references object linked character information corresponding with described user; Or described updating block according to the object association characteristic information of described user, can obtain the references object linked character information corresponding with described object association characteristic information.

Such as, described updating block can pass through cluster, will have other users of the same or analogous object association characteristic information with this user as described reference user; Can also using the good friend of described user or other users with similar interests point as the reference user corresponding with described user; With reference to user, there is object association characteristic information as " one " and " marine legend " if described, then described updating block by the object association characteristic information of " " and " marine legend " as the references object linked character information corresponding with described user.

Such as, described updating block obtains in the object association characteristic information of described user and comprises key word " Han Han ", and comprise " one " and " marine legend " incidence relation under " Han Han " keyword, then by " one " and " marine legend " as the references object linked character information corresponding with described user.At this, described updating block according to the mode such as title, classification, keyword, descriptor in the object association characteristic information of described user, can determine described references object linked character information.

Acquisition device 2 obtains described user Object Operations information on the mobile terminal.

Particularly, described acquisition device 2 is according to various communication protocol (CommunicationsProtocol), by Various types of data transmission interface, with storage or provide one or more database of described Object Operations information or other third party devices to interact, to obtain described user Object Operations information on the mobile terminal; Or described acquisition device 2 can also according to various communication protocol (Communications Protocol), by Various types of data transmission interface, with described mobile terminal direct interaction, the described user of real-time or non real-time acquisition Object Operations information on the mobile terminal.

Wherein, described Object Operations includes but not limited to that described user is by the mode such as input, selection, touch, to the opening of operand (as candidate resource and/or candidate apply), use, browse, viewing etc.; The title of described operand, descriptor, use/access time information and/or duration information etc. is included but not limited in described Object Operations information.

Preferred determining device 3 according to described Object Operations information, and in conjunction with described object association characteristic information, determines the one or more preferred object information corresponding with described Object Operations information.

Particularly, described preferred determining device 3 is according to described Object Operations information, by described Object Operations information is carried out with described object association characteristic information the mode of mating etc., using mate after corresponding object as the one or more preferred object information corresponding with described Object Operations information; Or, described preferred determining device 3 is according to described Object Operations information, first the one or more candidate information with described Object Operations information match are determined, then in conjunction with described object association characteristic information, described candidate information is screened, thus determines the one or more preferred object information corresponding with described Object Operations information.

Such as, when described object association characteristic information comprises the incidence relation of " " and " marine legend ", if the Object Operations information of user is for opening application " ", or, further, can also the film review to " marine legend " in " " browsed, then by the video resource of " marine legend " as described preferred object information; Or, when described object association characteristic information comprises the incidence relation of " " and " marine legend ", think that described user is very interested in " Han Han ", then when " Han Han " issues new books again, using new book as described preferred object information etc.

Preferably, described preferred determining device 3 according to described Object Operations information, and in conjunction with described object association characteristic information, can determine the one or more candidate information corresponding with described Object Operations information; Recorded information or resource downloading recorded information are installed in application corresponding to described mobile terminal, in described one or more candidate information, determine one or more preferred object information.

Particularly, described preferred determining device 3 according to described Object Operations information, and in conjunction with described object association characteristic information, can determine the one or more candidate information corresponding with described Object Operations information.At this, determine in described candidate information and Fig. 1, to determine that the method for described preferred object information is same or similar, therefore do not repeat them here, and be contained in this by way of reference.

Then, described preferred determining device 3 is according to application mount message corresponding in described mobile terminal or resource downloading recorded information, described candidate information is screened, such as, if user has installed described candidate's application, or download candidate resource, then described candidate information is screened out, thus one or more preferred object information is determined in described one or more candidate information, thus the repeated downloads decreasing application or resource is installed, and improves system effectiveness.

Preferably, described preferred determining device 3 comprises mapping determining unit (not shown) and preferred determining unit (not shown), wherein, map determining unit according to described Object Operations information, and in conjunction with described object association characteristic information, determine the mapping relation information corresponding with the operand corresponding to described Object Operations information; Preferred determining unit, according to determined mapping relation information, determines the one or more preferred object information corresponding with described Object Operations information.

Particularly, described mapping determining unit is passed through according to described Object Operations information, by being mated in described object association characteristic information by the operand corresponding to described Object Operations information, determine the mapping relation information corresponding with the operand corresponding to described Object Operations information; Such as, when described Object Operations information is have viewed the film " marine legend " that Han Han takes part in a performance, then " one " is determined the mapping relation information corresponding with the operand corresponding to described Object Operations information with the incidence relation of " marine legend " by described mapping determining unit.

Preferred determining unit, according to determined mapping relation information, according to the resource be associated in described mapping relation information or application, determines the one or more preferred object information corresponding with described Object Operations information; Such as, continue upper example, then by " one " as described preferred object information.

Or, described preferred determining unit is according to determined mapping relation information, in conjunction with the object corresponding to described mapping relation information, utilize search or the mode such as matching inquiry in object information storehouse, determine the one or more preferred object information corresponding with described Object Operations information; Such as, continue upper example, described preferred determining unit can be searched on the net according to the relevant information such as " Han Han ", " marine legend ", " ", thus obtain with other correlated resources (as other films that Han Han takes part in a performance) of the described resource that is associated or application or apply (as other e-book are applied), using as described preferred object information.

Preferably, described preferred determining unit can according to determined mapping relation information, matching inquiry is carried out in object information storehouse, to obtain the one or more preferred object information corresponding with described Object Operations information, wherein, described preferred object information and described mapping relation information match.

Particularly, described preferred determining unit can according to determined mapping relation information, in conjunction with the object corresponding to described mapping relation information, matching inquiry is carried out, to obtain the one or more preferred object information corresponding with described Object Operations information in the object information storehouse of predetermined set or the object information storehouse of search Network Based; Wherein, in described object information storehouse, include but not limited to mapping relation information, the information etc. such as title, key word, classification of the object corresponding to mapping relation information; Thus determined preferred object information and described mapping relation information match after making matching inquiry.

Generator 4 is by described one or more preferred object information, at least one is provided to described mobile terminal.

Particularly, described generator 4 is according to various communication protocol (CommunicationsProtocol), by Various types of data transmission interface, the quantity provided based on predetermined preferred object information or the requirement of form, by described one or more preferred object information, at least one is provided to described mobile terminal.

Such as, if described preferred object information is resource, then described generator 4 can download this resource voluntarily, also the link of this resource, brief introduction etc. can be supplied to user, allow user select method for subsequent processing voluntarily; If described preferred object information is application, then described generator 4 can download and install this resource voluntarily, also the link of this application, brief introduction etc. can be supplied to user, allow user select method for subsequent processing voluntarily.

Such as, if described preferred object information comprises multiple, then described generator 4 can be arranged according to system default, user arranges or the ruuning situation of current system, selects to provide one or more preferred object information to described mobile terminal.

To illustrate in accordance with a preferred embodiment of the present invention a kind of provides equipment schematic diagram for what provide preferred object information for Fig. 2; Wherein, equipment is provided to comprise association determining device 1 ', acquisition device 2 ', screening plant 5 ', preferably determining device 3 ', generator 4 ' described in.Particularly, association determining device 1 ' is according to the object accesses recorded information of user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource; Acquisition device 2 ' obtains described user Object Operations information on the mobile terminal; Screening plant 5 ', according to operation duration threshold value, screens effective Object Operations information from described Object Operations information; Described preferred determining device 3 ' according to described effective Object Operations information, and in conjunction with described object association characteristic information, determines the one or more preferred object information corresponding with described Object Operations information; Generator 4 ' is by described one or more preferred object information, at least one is provided to described mobile terminal.

Wherein, described in provide corresponding intrument shown in the association determining device 1 ' of equipment, acquisition device 2 ', generator 4 ' with Fig. 1 identical or substantially identical, so place repeats no more, and be contained in this by way of reference.

Constant work between above-mentioned each device, at this, it will be understood by those skilled in the art that " continuing " refers to above-mentioned each device respectively in real time, or according to the mode of operation requirement of setting or real-time adjustment, the determination of object association characteristic information, the providing of the determination of the screening of the acquisition of Object Operations information, effectively Object Operations information, preferably object information, preferably object information are provided, until described in provide equipment to stop obtaining described user Object Operations information on the mobile terminal.

Screening plant 5 ', according to operation duration threshold value, screens effective Object Operations information from described Object Operations information.

Particularly, described screening plant 5 ' according to system default or user setting or according to machine learning determined operation duration threshold value, the Object Operations information of described user is screened, if the such as operation duration of described Object Operations information exceedes described operation duration threshold value, then using described Object Operations information as effective Object Operations information; Thus when only length exceedes certain length when operated, this operation is just identified as effectively.

Described preferred determining device 3 ' according to described effective Object Operations information, and in conjunction with described object association characteristic information, determines the one or more preferred object information corresponding with described Object Operations information.

Particularly, described preferred determining device 3 ' is according to described effective Object Operations information, by described effective Object Operations information is carried out with described object association characteristic information the mode of mating etc., using mate after corresponding object as the one or more preferred object information corresponding with described Object Operations information; Or, described preferred determining device 3 ' is according to described effective Object Operations information, first the one or more candidate information with described effective Object Operations information match are determined, then in conjunction with described object association characteristic information, described candidate information is screened, thus determines the one or more preferred object information corresponding with described Object Operations information.

At this, described preferred determining device 3 ' determines the mode of preferred object information, determines that the mode of described preferred object information is same or similar, therefore do not repeat them here with determining device 3 preferred described in Fig. 1, and is contained in this by the mode of application.

Preferably, described screening plant 5 ' can the object-related information of operand corresponding to described Object Operations information, determines the operation duration threshold value corresponding with described Object Operations information; According to described operation duration threshold value, from described Object Operations information, screen effective Object Operations information.

Particularly, described screening plant 5 ' can the object-related information of operand corresponding to described Object Operations information, such as, based on described operand as type information, resource size information etc., determine the operation duration threshold value corresponding with described Object Operations information; At this, described object-related information includes but not limited to resource type, resource duration etc., such as, and the operation duration threshold value that different resource types is corresponding different, the operation duration threshold value etc. of the corresponding different length of different resource duration (such as, in proportion length).

Described screening plant 5 ' is according to described operation duration threshold value, the Object Operations information of described user is screened, if the such as operation duration of described Object Operations information exceedes described operation duration threshold value, then using described Object Operations information as effective Object Operations information; Thus when only length exceedes certain length when operated, this operation is just identified as effectively.

It is a kind of for providing the method flow diagram of preferred object information that Fig. 3 illustrates according to a further aspect of the present invention.Particularly, in step s1, the described equipment that provides is according to the object accesses recorded information of user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource; In step s2, described in provide equipment to obtain described user Object Operations information on the mobile terminal; In step s3, described in provide equipment according to described Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information; In step s4, described in provide equipment by described one or more preferred object information, at least one is provided to described mobile terminal.

Constant work between above steps, at this, it will be understood by those skilled in the art that " continuing " refers to that above steps respectively in real time, or according to the mode of operation requirement of setting or real-time adjustment, the determination of object association characteristic information, the providing of the determination of the acquisition of Object Operations information, preferably object information, preferably object information are provided, until described in provide equipment to stop obtaining described user Object Operations information on the mobile terminal.

In step s1, the described equipment that provides is according to the object accesses recorded information of user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource.

Particularly, in step s1, the described equipment that provides passes through according to various communication protocol (Communications Protocol), by Various types of data transmission interface, with storage or provide one or more database of the object accesses recorded information of described user or other third party devices to interact, to obtain the object accesses recorded information of described user; Or, in step s1, described in provide equipment by carrying out alternately with the subscriber equipment of described user, directly to obtain the object accesses recorded information of described user; Wherein, described subscriber equipment includes but not limited to the mobile device (as mobile phone, panel computer etc.), non-mobile device (as PC) etc. of user.

In step s1, the described equipment that provides is according to described object accesses recorded information, by the access order based on user, (interval accessing two objects as user is no more than certain threshold value, or two or more objects etc. of user's connected reference), or based on the visitation frequency (as exceeding the access object etc. of certain visitation frequency) of user, or the content relevance of the candidate resource of accessing based on user and/or candidate's application, or the access object according to user carries out the modes such as random alignment combination, determine the object association characteristic information corresponding to described user.

Wherein, described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource, such as, after user employs application " ", have viewed video " marine legend ", then in step s1, described in provide equipment can set up object association characteristic information according to the access order of " " and " marine legend "; Also can be that taking part in a performance of " Han Han " and " marine legend " comprises " Han Han " to set up object association characteristic information etc. based on the author of " ".

Preferably, in step s1, described in provide equipment according to predetermined object accesses duration threshold value, Screening Treatment can be carried out to the object accesses recorded information of user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user; According to the described object accesses recorded information after Screening Treatment, determine the object association characteristic information corresponding to described user, wherein, described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource.

Particularly, in step s1, described in provide equipment according to the object accesses recorded information of obtained user, by based on the temporal information in described object accesses recorded information, according to predetermined object accesses duration threshold value, Screening Treatment is carried out to it; Wherein, described object accesses duration threshold value includes but not limited to the access duration threshold value of user and/or uses the frequency information etc. of duration threshold value, user's access.

At this, in step s1, the described equipment that provides is according to the described object accesses recorded information after Screening Treatment, determine the mode of the object association characteristic information corresponding to described user, same or similar with the mode of the object association characteristic information determined in step s1 described in Fig. 3 corresponding to described user, therefore do not repeat them here, and be contained in this by the mode of application.

Preferably, the method also comprises step s6 (not shown), wherein, in step s6, described in provide equipment to combine corresponding references object linked character information, upgrade described object association characteristic information, for determining preferred object information.

Particularly, in step s6, described in provide equipment can also obtain the reference user corresponding with described user, thus obtain the described object association characteristic information with reference to user, as the references object linked character information corresponding with described user; Or, in step s6, described in provide equipment according to the object association characteristic information of described user, the references object linked character information corresponding with described object association characteristic information can be obtained.

Such as, in step s6, described in provide equipment can by cluster, other users will with the same or analogous object association characteristic information with this user as described with reference to user; Can also using the good friend of described user or other users with similar interests point as the reference user corresponding with described user; Have as " one " and the object association characteristic information of " marine legend " if described with reference to user, then in step s6, described in provide equipment by the object association characteristic information of " " and " marine legend " as the references object linked character information corresponding with described user.

Such as, in step s6, key word " Han Han " is comprised in the described object association characteristic information providing equipment to obtain described user, and comprise " one " and " marine legend " incidence relation under " Han Han " keyword, then by " one " and " marine legend " as the references object linked character information corresponding with described user.At this, in step s6, described in provide equipment according to the mode such as title, classification, keyword, descriptor in the object association characteristic information of described user, described references object linked character information can be determined.

In step s2, described in provide equipment to obtain described user Object Operations information on the mobile terminal.

Particularly, in step s2, the described equipment that provides is according to various communication protocol (Communications Protocol), by Various types of data transmission interface, with storage or provide one or more database of described Object Operations information or other third party devices to interact, to obtain described user Object Operations information on the mobile terminal; Or in step s1, the described equipment that provides can also according to various communication protocol (Communications Protocol), by Various types of data transmission interface, with described mobile terminal direct interaction, the described user of real-time or non real-time acquisition Object Operations information on the mobile terminal.

In step s3, described in provide equipment according to described Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information.

Particularly, in step s3, the described equipment that provides is according to described Object Operations information, by described Object Operations information is carried out with described object association characteristic information the mode of mating etc., using mate after corresponding object as the one or more preferred object information corresponding with described Object Operations information; Or, in step s3, the described equipment that provides is according to described Object Operations information, first the one or more candidate information with described Object Operations information match are determined, then in conjunction with described object association characteristic information, described candidate information is screened, thus determines the one or more preferred object information corresponding with described Object Operations information.

Preferably, in step s3, described in provide equipment according to described Object Operations information, and in conjunction with described object association characteristic information, the one or more candidate information corresponding with described Object Operations information can be determined; Recorded information or resource downloading recorded information are installed in application corresponding to described mobile terminal, in described one or more candidate information, determine one or more preferred object information.

Particularly, in step s3, described in provide equipment according to described Object Operations information, and in conjunction with described object association characteristic information, the one or more candidate information corresponding with described Object Operations information can be determined.At this, determine in described candidate information and Fig. 3, to determine that the method for described preferred object information is same or similar, therefore do not repeat them here, and be contained in this by way of reference.

Then, in step s3, the described equipment that provides is according to application mount message corresponding in described mobile terminal or resource downloading recorded information, described candidate information is screened, such as, if user has installed described candidate's application, or download candidate resource, then described candidate information is screened out, thus one or more preferred object information is determined in described one or more candidate information, thus the repeated downloads decreasing application or resource is installed, and improves system effectiveness.

Preferably, in step s3, the method comprising the steps of s31 (not shown) and step s32 (not shown), wherein, in step s31, the described equipment that provides according to described Object Operations information, and in conjunction with described object association characteristic information, determines the mapping relation information corresponding with the operand corresponding to described Object Operations information; In step s32, described in provide equipment according to determined mapping relation information, determine the one or more preferred object information corresponding with described Object Operations information.

Particularly, in step s31, the described equipment that provides passes through according to described Object Operations information, by being mated in described object association characteristic information by the operand corresponding to described Object Operations information, determine the mapping relation information corresponding with the operand corresponding to described Object Operations information; Such as, when described Object Operations information is have viewed the film " marine legend " that Han Han takes part in a performance, then in step s31, described in provide equipment that " one " is determined the mapping relation information corresponding with the operand corresponding to described Object Operations information with the incidence relation of " marine legend ".

In step s32, described in provide equipment according to determined mapping relation information, according to the resource be associated in described mapping relation information or application, determine the one or more preferred object information corresponding with described Object Operations information; Such as, continue upper example, then by " one " as described preferred object information.

Or, in step s32, the described equipment that provides is according to determined mapping relation information, in conjunction with the object corresponding to described mapping relation information, utilize search or the mode such as matching inquiry in object information storehouse, determine the one or more preferred object information corresponding with described Object Operations information; Such as, continue upper example, in step s32, the described equipment that provides can be searched on the net according to the relevant information such as " Han Han ", " marine legend ", " ", thus obtain with other correlated resources (as other films that Han Han takes part in a performance) of the described resource that is associated or application or apply (as other e-book are applied), using as described preferred object information.

Preferably, in step s32, the described equipment that provides can according to determined mapping relation information, matching inquiry is carried out in object information storehouse, to obtain the one or more preferred object information corresponding with described Object Operations information, wherein, described preferred object information and described mapping relation information match.

Particularly, in step s32, the described equipment that provides can according to determined mapping relation information, in conjunction with the object corresponding to described mapping relation information, matching inquiry is carried out, to obtain the one or more preferred object information corresponding with described Object Operations information in the object information storehouse of predetermined set or the object information storehouse of search Network Based; Wherein, in described object information storehouse, include but not limited to mapping relation information, the information etc. such as title, key word, classification of the object corresponding to mapping relation information; Thus determined preferred object information and described mapping relation information match after making matching inquiry.

In step s4, described in provide equipment by described one or more preferred object information, at least one is provided to described mobile terminal.

Particularly, in step s4, the described equipment that provides is according to various communication protocol (Communications Protocol), by Various types of data transmission interface, the quantity provided based on predetermined preferred object information or the requirement of form, by described one or more preferred object information, at least one is provided to described mobile terminal.

Such as, if described preferred object information is resource, then in step s4, described in provide equipment can download this resource voluntarily, also the link of this resource, brief introduction etc. can be supplied to user, allow user select method for subsequent processing voluntarily; If described preferred object information be application, then in step s4, described in provide equipment can download and install this resource voluntarily, also the link of this application, brief introduction etc. can be supplied to user, allow user select method for subsequent processing voluntarily.

Such as, if described preferred object information comprises multiple, then in step s4, described in provide that equipment can be arranged according to system default, user arranges or the ruuning situation of current system, select to provide one or more preferred object information to described mobile terminal.

It is a kind of for providing the method flow diagram of preferred object information that Fig. 4 illustrates in accordance with a preferred embodiment of the present invention.Particularly, in step s1 ', the described equipment that provides is according to the object accesses recorded information of user, determine the object association characteristic information corresponding to described user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user, and described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource; In step s2 ', described in provide equipment to obtain described user Object Operations information on the mobile terminal; In step s5 ', described in provide equipment according to operation duration threshold value, from described Object Operations information, screen effective Object Operations information; In step s3 ', described in provide equipment according to described effective Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information; In step s4 ', described in provide equipment by described one or more preferred object information, at least one is provided to described mobile terminal.

Wherein, the step 1 of described method ', step 2 ', step 4 ' identical with step corresponding shown in Fig. 3 or substantially identical, so place repeats no more, and be contained in this by way of reference.

Constant work between above steps, at this, it will be understood by those skilled in the art that " continuing " refers to that above steps respectively in real time, or according to the mode of operation requirement of setting or real-time adjustment, the determination of object association characteristic information, the providing of the determination of the screening of the acquisition of Object Operations information, effectively Object Operations information, preferably object information, preferably object information are provided, until described in provide equipment to stop obtaining described user Object Operations information on the mobile terminal.

In step s5 ', described in provide equipment according to operation duration threshold value, from described Object Operations information, screen effective Object Operations information.

Particularly, in step s5 ', described provide equipment according to system default or user setting or according to machine learning determined operation duration threshold value, the Object Operations information of described user is screened, if the such as operation duration of described Object Operations information exceedes described operation duration threshold value, then using described Object Operations information as effective Object Operations information; Thus when only length exceedes certain length when operated, this operation is just identified as effectively.

In step s3 ', described in provide equipment according to described effective Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information.

Particularly, in step s3 ', the described equipment that provides is according to described effective Object Operations information, by described effective Object Operations information is carried out with described object association characteristic information the mode of mating etc., using mate after corresponding object as the one or more preferred object information corresponding with described Object Operations information; Or, in step s3 ', the described equipment that provides is according to described effective Object Operations information, first the one or more candidate information with described effective Object Operations information match are determined, then in conjunction with described object association characteristic information, described candidate information is screened, thus determines the one or more preferred object information corresponding with described Object Operations information.

At this, in step s3 ', described in provide equipment to determine the mode of preferred object information, with in Fig. 3 in step s3 ', described provide equipment to determine the mode of described preferred object information is same or similar, therefore not repeat them here, and be contained in this by the mode of application.

Preferably, in step s5 ', described in provide equipment can the object-related information of operand corresponding to described Object Operations information, determine the operation duration threshold value corresponding with described Object Operations information; According to described operation duration threshold value, from described Object Operations information, screen effective Object Operations information.

Particularly, in step s5 ', the described equipment that provides can the object-related information of operand corresponding to described Object Operations information, such as, based on described operand as type information, resource size information etc., determine the operation duration threshold value corresponding with described Object Operations information; At this, described object-related information includes but not limited to resource type, resource duration etc., such as, and the operation duration threshold value that different resource types is corresponding different, the operation duration threshold value etc. of the corresponding different length of different resource duration (such as, in proportion length).

In step s5 ', the described equipment that provides is according to described operation duration threshold value, the Object Operations information of described user is screened, if the such as operation duration of described Object Operations information exceedes described operation duration threshold value, then using described Object Operations information as effective Object Operations information; Thus when only length exceedes certain length when operated, this operation is just identified as effectively.

To those skilled in the art, obviously the invention is not restricted to the details of above-mentioned one exemplary embodiment, and when not deviating from spirit of the present invention or essential characteristic, the present invention can be realized in other specific forms.Therefore, no matter from which point, all should embodiment be regarded as exemplary, and be nonrestrictive, scope of the present invention is limited by claims instead of above-mentioned explanation, and all changes be therefore intended in the implication of the equivalency by dropping on claim and scope are included in the present invention.Any Reference numeral in claim should be considered as the claim involved by limiting.In addition, obviously " comprising " one word do not get rid of other unit or step, odd number does not get rid of plural number.Multiple unit of stating in device claim or device also can be realized by software or hardware by a unit or device.First, second word such as grade is used for representing title, and does not represent any specific order.

Claims

1., for providing a method for preferred object information, wherein, the method comprises the following steps:

Wherein, the method also comprises:

A obtains described user Object Operations information on the mobile terminal;

2. method according to claim 1, wherein, the method also comprises:

R, according to operation duration threshold value, screens effective Object Operations information from described Object Operations information;

Wherein, described step b comprises:

-according to described effective Object Operations information, and in conjunction with described object association characteristic information, determine the one or more preferred object information corresponding with described Object Operations information.

3. method according to claim 2, wherein, described step r comprises:

The object-related information of-operand corresponding to described Object Operations information, determines the operation duration threshold value corresponding with described Object Operations information;

-according to described operation duration threshold value, from described Object Operations information, screen effective Object Operations information.

4. according to the method in any one of claims 1 to 3, wherein, described step b comprises:

-according to described Object Operations information, and in conjunction with described object association characteristic information, determine the mapping relation information corresponding with the operand corresponding to described Object Operations information;

B1, according to determined mapping relation information, determines the one or more preferred object information corresponding with described Object Operations information.

5. method according to claim 4, wherein, described step b1 comprises:

-according to determined mapping relation information, in object information storehouse, carry out matching inquiry, to obtain the one or more preferred object information corresponding with described Object Operations information, wherein, described preferred object information and described mapping relation information match.

6. method according to any one of claim 1 to 5, wherein, described step b comprises:

-according to described Object Operations information, and in conjunction with described object association characteristic information, determine the one or more candidate information corresponding with described Object Operations information;

Recorded information or resource downloading recorded information are installed in-application corresponding to described mobile terminal, in described one or more candidate information, determine one or more preferred object information.

7. method according to any one of claim 1 to 6, wherein, described step x comprises:

-according to predetermined object accesses duration threshold value, carry out Screening Treatment to the object accesses recorded information of user, wherein, described object accesses recorded information comprises resource access record or the application use record of described user;

-according to the described object accesses recorded information after Screening Treatment, determine the object association characteristic information corresponding to described user, wherein, described object association characteristic information comprises the mapping relation information of candidate's application and candidate resource.

8. method according to any one of claim 1 to 7, wherein, described step x also comprises:

-combine corresponding references object linked character information, upgrade described object association characteristic information, for determining preferred object information.

9. provide an equipment for what provide preferred object information, wherein, this equipment comprises:

Wherein, this equipment also comprises:

10. according to claim 9ly provide equipment, wherein, this equipment also comprises:

Screening plant, for according to operation duration threshold value, screens effective Object Operations information from described Object Operations information;

Wherein, described preferred determining device is used for:

11. according to claim 10ly provide equipment, and wherein, described screening plant is used for:

12. provide equipment according to any one of claim 9 to 11, and wherein, described preferred determining device comprises:

Map determining unit, for according to described Object Operations information, and in conjunction with described object association characteristic information, determine the mapping relation information corresponding with the operand corresponding to described Object Operations information;

Preferred determining unit, for according to determined mapping relation information, determines the one or more preferred object information corresponding with described Object Operations information.

13. according to claim 12ly provide equipment, and wherein, described preferred determining unit is used for:

14. provide equipment according to any one of claim 9 to 13, and wherein, described preferred determining device is used for:

15. provide equipment according to any one of claim 9 to 14, and wherein, described association determining device is used for:

16. provide equipment according to any one of claim 9 to 15, and wherein, described association determining device also comprises:

Updating block, for combining corresponding references object linked character information, upgrades described object association characteristic information, for determining preferred object information.