CN104869529A - Mobile terminal, server, and information management methods thereof - Google Patents
Mobile terminal, server, and information management methods thereof Download PDFInfo
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- CN104869529A CN104869529A CN201510195392.6A CN201510195392A CN104869529A CN 104869529 A CN104869529 A CN 104869529A CN 201510195392 A CN201510195392 A CN 201510195392A CN 104869529 A CN104869529 A CN 104869529A
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- mobile terminal
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/50—Service provisioning or reconfiguring
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
- H04W8/20—Transfer of user or subscriber data
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/02—Terminal devices
Abstract
The invention discloses a mobile terminal, a server, and information management methods thereof. The information management method of the mobile terminal comprises: the mobile terminal obtaining operation information of an application program in the mobile terminal, wherein the operation information comprises the type, the application frequency and the application time of the application program; according to a preset rule, performing statistical analyzing on the operation information of the application program so as to obtain user information of a mobile terminal user, wherein the preset rule records a corresponding relation between the user information and the operation information of the application program, and the user information comprises gender, age and occupation; and according to the user information, obtaining recommending information for the user of the mobile terminal. According to the scheme provided by the invention, the application program or service can be recommended to the user according to the user information, customized service is provided, and the user experience is improved.
Description
Technical field
The application relates to communication technical field, particularly relates to a kind of mobile terminal, server and approaches to IM thereof.
Background technology
Along with the development of science and technology, from strength to strength, intelligent mobile terminal is also more and more intelligent for the function of mobile terminal.People can download also installation procedure installation kit according to respective hobby by intelligent mobile terminal and realize various function.But intelligent mobile terminal can only perform corresponding operation by receiving user operation, can not provide user interested personalized service for user.
Summary of the invention
The application provides a kind of mobile terminal, server and approaches to IM thereof, can offer suggestions for user and serve, and improves Consumer's Experience.
For solving the problems of the technologies described above, the technical scheme that the application adopts is: the approaches to IM providing a kind of mobile terminal, described method comprises the steps: the operation information of application program in acquisition for mobile terminal mobile terminal, wherein, described operation information comprises the type of described application program, frequency of utilization, service time; With reference to preset rules, statistical analysis is carried out to obtain the user profile of described mobile phone users to the operation information of described application program, wherein, the corresponding relation of the operation information of described preset rules recording user Information and application program, described user profile comprises sex, age, occupation; Recommendation information is obtained according to the user that described user profile is described mobile terminal.
Wherein, the step that the user being described mobile terminal according to described user profile obtains recommendation information specifically comprises: from server, obtain the recommendation information relevant to described user profile according to described user profile.
Wherein, the step that the user being described mobile terminal according to described user profile obtains recommendation information specifically comprises: upload described user profile to server, the recommendation information sent according to the user that described user profile is described mobile terminal with reception server.
Wherein, carry out statistical analysis with reference to preset rules to the information of described installation kit to be specially with the step of the user profile obtaining described mobile phone users: with reference to the investigation statistics analysis report to the user of dissimilar application program, carry out statistical analysis to obtain the user profile of described mobile phone users to the operation information of described application program.
For solving the problems of the technologies described above, the technical scheme that the application adopts is: the approaches to IM providing a kind of server, and described method comprises the steps: the user profile that server mobile terminal receive sends; Recommendation information is sent according to the user that described user profile is described mobile terminal.
For solving the problems of the technologies described above, the technical scheme that the application adopts is: provide a kind of mobile terminal, described mobile terminal comprises: acquisition module, statistical analysis module and administration module; Described acquisition module is for obtaining the operation information of application program in mobile terminal, and wherein, described operation information comprises the type of described application program, frequency of utilization, service time; Described statistical analysis module is used for carrying out statistical analysis to obtain the user profile of described mobile phone users with reference to preset rules to the operation information of described application program, wherein, the corresponding relation of the operation information of described preset rules recording user Information and application program, described user profile comprises sex, age, occupation; The user that described administration module is described mobile terminal according to described user profile obtains recommendation information.
Wherein, described administration module specifically for obtaining the recommendation information relevant to described user profile according to described user profile from server.
Wherein, described administration module, specifically for uploading described user profile to server, is the recommendation information of user's transmission of described mobile terminal according to described user profile with reception server.
Wherein, described statistical analysis module, specifically for reference to the investigation statistics analysis report to the user of dissimilar application program, carries out statistical analysis to obtain the user profile of described mobile phone users to the operation information of described application program.
For solving the problems of the technologies described above, the technical scheme that the application adopts is: provide a kind of server, described server comprises: receiver module and administration module; Described receiver module is used for the user profile that mobile terminal receive sends; The user that it is described mobile terminal that described administration module is used for according to described user profile sends recommendation information.
The beneficial effect of the application is: the situation being different from prior art, the application's mobile terminal is by obtaining the operation information of all application programs of the machine, and carry out statistical analysis with reference to the operation information of preset rules application programs, obtain the user profile of local user, to be that local user obtains recommendation information according to user profile, according to user profile to user's exemplary application program or service, can provide personalized service, improve Consumer's Experience.
Accompanying drawing explanation
Fig. 1 is the flow chart of approaches to IM one embodiment of the application's mobile terminal;
Fig. 2 is the flow process of another embodiment of approaches to IM of the application's mobile terminal;
Fig. 3 is the flow process of approaches to IM one embodiment of the application's server;
Fig. 4 is the structural representation of the application's mobile terminal one embodiment;
Fig. 5 is the structural representation of the application's server one embodiment.
Embodiment
In below describing, in order to illustrate instead of in order to limit, propose the detail of such as particular system structure, interface, technology and so on, thoroughly to understand the application.
Consult Fig. 1, the flow chart of approaches to IM one embodiment of Fig. 1 the application mobile terminal.The executive agent of the present embodiment is mobile terminal, and mobile terminal can be mobile phone, notebook computer etc.The approaches to IM of the present embodiment comprises the following steps:
S101: the operation information of application program in acquisition for mobile terminal mobile terminal, wherein, described operation information comprises the type of described application program, frequency of utilization, service time.
The operation information of all application programs (Application, APP) that its inside of acquisition for mobile terminal is installed.Wherein, the operation information of application program comprises the title, type, frequency of utilization, service time etc. of application program.The type of application program comprises social activity, music video, photographs, shopping financing etc.The service time of application program comprises: usage time interval, every day use total duration, average use duration etc.
S102: statistical analysis is carried out to obtain the user profile of described mobile phone users to the operation information of described application program with reference to preset rules, wherein, the corresponding relation of the operation information of described preset rules recording user Information and application program, described user profile comprises sex, age, occupation.
Mobile terminal carries out statistical analysis to the operation information of the application program got, to obtain the user profile of mobile phone users with reference to preset rules.Wherein, the corresponding relation of the operation information of preset rules recording user Information and application program, user profile comprises sex, age, occupation, hobby, interest etc.
Preset rules can be the investigation statistics analysis result of the user of the dissimilar application program obtained from the webserver, also can be User Defined and be kept in mobile terminal, can also be other preset rules, not be restricted herein.
S103: obtain recommendation information according to the user that described user profile is described mobile terminal.
The user that mobile terminal is mobile terminal according to user profile obtains recommendation information, and presents to user, so that user's reference.Recommendation information comprises application program, service, point of interest recommendation etc.
Such as, mobile terminal obtains user's interested application program of possibility or service according to user profile.Such as, when mobile terminal is according to the operation information of application program and after obtaining user profile with reference to preset rules analysis, the information of the relevant application program of the application program higher to frequency of utilization is obtained; Or, according to interested services of acquisition of information mobile phone users possibility such as the interest comprised in user profile, hobbies (such as, cuisines, sight spot, amusement and recreation activity etc.), and recommend mobile phone users, with the application program whether downloading recommendation for reference, or consult the relevant information of more possible interested services with recommending.
Such scheme, mobile terminal is by obtaining the operation information of all application programs of the machine, and carry out statistical analysis with reference to the operation information of preset rules application programs, obtain the user profile of local user, to be that local user obtains recommendation information according to user profile, according to user profile to user's exemplary application program or service, can provide personalized service, improve Consumer's Experience.
Consult Fig. 2, the flow chart of another embodiment of approaches to IM of Fig. 2 the application mobile terminal.The executive agent of the present embodiment is mobile terminal, and mobile terminal can be mobile phone, notebook computer etc.The approaches to IM of the present embodiment comprises the following steps:
S201: the operation information of application program in the acquisition mobile terminal of mobile terminal, wherein, described operation information comprises the type of described application program, frequency of utilization, service time.
The operation information of all application programs (Application, APP) that its inside of acquisition for mobile terminal is installed.Wherein, the operation information of application program comprises the title, type, frequency of utilization, service time etc. of application program.The type of application program comprises social activity, music video, photographs, shopping financing etc.The service time of application program comprises: usage time interval, every day use total duration, average use duration etc.
S202: with reference to the investigation statistics analysis report to the user of dissimilar application program, statistical analysis is carried out to obtain the user profile of described mobile phone users to the operation information of described application program, wherein, the corresponding relation of the operation information of described investigation statistics analysis report recording user Information and application program, described user profile comprises sex, age, occupation.
Acquisition for mobile terminal to the investigation statistics analysis report of the user of dissimilar application program, and carries out statistical analysis to obtain the user profile of mobile phone users with reference to the operation information of the investigation statistics analysis report application programs obtained.Wherein, the corresponding relation of the operation information of the investigation statistics analysis report recording user Information and application program of acquisition, user profile comprises sex, age, occupation, hobby, interest etc.
Can be that mobile terminal obtains from the webserver to the investigation statistics analysis report of the user of dissimilar application program, also can be User Defined and be kept in mobile terminal, not being restricted herein.
S203: obtain recommendation information according to the user that described user profile is described mobile terminal.
Mobile terminal obtains user according to the user that user profile is mobile terminal may interested recommendation information, and recommends, presents to user, so that user's reference.Recommendation information comprises application program, service, point of interest recommendation etc.
Such as, when to be mobile phone users higher to the attention rate of the application program of the shopping such as Taobao, Alipay financing for the user profile that mobile terminal analysis obtains, according to the user profile such as sex, age of user, obtain the manage money matters application program of class, finance product, financing of shopping that is relevant to the user profile of this user or that mate and to advise or manage money matters relevant information.
When the user profile that mobile terminal analysis obtains be the attention rate of mobile phone users to the application program of music video class higher time, obtain the relevant information such as application program, music, video of music video class that is relevant to the user profile of this user or that mate according to the user profile such as sex, age of user.
Wherein, the method that mobile terminal obtains recommendation information according to the user that user profile is mobile terminal can be: mobile terminal obtains the recommendation information relevant to user profile according to user profile from server.Such as, when mobile terminal is according to the operation information of application program and after obtaining user profile with reference to preset rules analysis, the information of the relevant application program of the application program higher to frequency of utilization is obtained according to user profile; Or, according to interested services of acquisition of information mobile phone users possibility such as the interest comprised in user profile, hobbies (such as, cuisines, sight spot, amusement and recreation activity etc.), and recommend mobile phone users, with the application program whether downloading recommendation for reference, or consult the relevant information of more possible interested services with recommending.
Or, the method that mobile terminal obtains recommendation information according to the user that user profile is mobile terminal also can be: mobile terminal uploads the user profile that gets to server, the recommendation information sent according to the user that user profile is mobile terminal with reception server.
Such as, when mobile terminal is according to the operation information of application program and after obtaining user profile with reference to preset rules analysis, user profile is uploaded to the webserver, obtains the information of the relevant application program of the application program higher to frequency of utilization to enable the webserver according to user profile, or, according to the interest comprised in user profile, hobby waits the interested service of acquisition of information mobile phone users possibility (such as, cuisines, sight spot, amusement and recreation activity etc.), and by the information of application program relevant for the application program higher to frequency of utilization that get, the information pushing of the interested service of mobile phone users possibility is to mobile terminal, after receiving corresponding information, mobile phone users is recommended to enable mobile terminal, with the application program whether downloading recommendation for reference, or consult the relevant information of more possible interested services with recommending.
Be understandable that, before user profile is uploaded the webserver by mobile terminal, can inquire whether user allows user profile to upload onto the server, after mobile terminal receives the confirmation allowing user profile to upload onto the server, user profile is being uploaded to the webserver; Also can after getting user profile, do not inquire user's whether upload user information, directly user profile is uploaded to the webserver, is not restricted herein.
Such scheme, mobile terminal is by obtaining the operation information of all application programs of the machine, and with reference to the investigation statistics analysis report to the user of dissimilar application program, the operation information of application programs carries out statistical analysis, obtain the user profile of local user, to be that local user obtains recommendation information according to user profile, can according to user profile to user's exemplary application program or service, provide personalized service, improve Consumer's Experience.
Consult Fig. 3, the flow chart of approaches to IM one embodiment of Fig. 3 the application server.The executive agent of the present embodiment is server, and server can be the webserver, but is not limited to this.The approaches to IM of the present embodiment comprises the following steps:
S301: the user profile that server mobile terminal receive sends.
At mobile terminal according to the operation information of application program and after obtaining user profile with reference to preset rules analysis, after user profile is uploaded onto the server, the user profile that server mobile terminal receive is uploaded.Wherein, with reference to the corresponding relation of the operation information of preset rules recording user Information and application program, user profile comprises user profile and comprises sex, age, occupation, hobby, interest etc.
S302: send recommendation information according to the user that described user profile is described mobile terminal.
Server obtains the recommendation information relevant to user profile according to user profile, and recommendation information comprises application program, service, point of interest recommendation etc.
Such as, server obtains the information of the relevant application program of the application program higher to frequency of utilization according to user profile, or, according to the interest comprised in user profile, hobby waits the interested service of acquisition of information mobile phone users possibility (such as, cuisines, sight spot, amusement and recreation activity etc.), and by the information of application program relevant for the application program higher to frequency of utilization that get, the information pushing of the interested service of mobile phone users possibility is to mobile terminal, to enable mobile terminal after receiving relevant implementation information, recommend, present to mobile phone users, with the application program whether downloading recommendation for reference, or consult the relevant information of more possible interested services with recommending.
Such as, when to be mobile phone users higher to the attention rate of the application program of the shopping such as Taobao, Alipay financing for the user profile that server analysis obtains, according to the user profile such as sex, age of user, obtain the manage money matters application program of class, finance product, financing of shopping that is relevant to the user profile of this user or that mate and to advise or manage money matters relevant information.
When the user profile that server analysis obtains be the attention rate of mobile phone users to the application program of music video class higher time, obtain the relevant information such as application program, music, video of music video class that is relevant to the user profile of this user or that mate according to the user profile such as sex, age of user.
After server gets the recommendation information relevant to user profile, recommendation information is sent to mobile terminal, check recommendation information to enable the user of mobile terminal.
Such scheme, the recommendation information that the user that server is mobile terminal according to the user profile that mobile terminal sends sends, can be that local user obtains recommendation information according to user profile, can according to user profile to user's exemplary application program or service, provide personalized service, improve Consumer's Experience.
Refer to Fig. 4, Fig. 4 is the structural representation of the application's mobile terminal one embodiment.The mobile terminal of the present embodiment has information management function.Mobile terminal can be mobile phone, notebook computer etc.Each module that the mobile terminal of the present embodiment comprises is for performing each step in embodiment corresponding to Fig. 1, and concrete implementation refers to the related content of each step in Fig. 1, does not repeat herein.The mobile terminal of the present embodiment comprises acquisition module 410, statistical analysis module 420 and administration module 430.
Acquisition module 410 is for obtaining the operation information of application program in mobile terminal, and wherein, the operation information of application program comprises the type of application program, frequency of utilization, service time.Such as, acquisition module 410 obtains the operation information of application program in mobile terminal, and wherein, the operation information of application program comprises the type of application program, frequency of utilization, service time.The operation information of application program occurs to statistical analysis module 420 by acquisition module 410.
Statistical analysis module 420 is for receiving the operation information of the application program of acquisition module 410 transmission, operation information with reference to preset rules application programs carries out statistical analysis to obtain the user profile of mobile phone users, wherein, the corresponding relation of the operation information of preset rules recording user Information and application program, user profile comprises sex, age, occupation.
Such as, statistical analysis module 420 receives the operation information of the application program that acquisition module 410 sends, operation information with reference to preset rules application programs carries out statistical analysis to obtain the user profile of mobile phone users, wherein, the corresponding relation of the operation information of preset rules recording user Information and application program, user profile comprises sex, age, occupation.User profile is sent to administration module 430 by statistical analysis module 420.
The user profile that administration module 430 sends for receiving statistical analysis module 420, obtains recommendation information according to the user that user profile is mobile terminal.Such as, administration module 430 receives the user profile that statistical analysis module 420 sends, and obtains recommendation information according to the user that user profile is mobile terminal.
Such scheme, mobile terminal is by obtaining the operation information of all application programs of the machine, and carry out statistical analysis with reference to the operation information of preset rules application programs, obtain the user profile of local user, to be that local user obtains recommendation information according to user profile, according to user profile to user's exemplary application program or service, can provide personalized service, improve Consumer's Experience.
Please continue to refer to Fig. 4, in another kind of embodiment, each module that the mobile terminal of the present embodiment comprises is for performing each step in embodiment corresponding to Fig. 2, and concrete implementation refers to the related content of each step in Fig. 1, does not repeat herein.The mobile terminal of the present embodiment has information management function.Mobile terminal can be mobile phone, notebook computer etc.The present embodiment mobile terminal comprises acquisition module 410, statistical analysis module 420 and administration module 430.
Acquisition module 410 is for obtaining the operation information of application program in mobile terminal, and wherein, the operation information of application program comprises the type of application program, frequency of utilization, service time.Such as, acquisition module 410 obtains the operation information of application program in mobile terminal, and wherein, the operation information of application program comprises the type of application program, frequency of utilization, service time.The operation information of application program occurs to statistical analysis module 420 by acquisition module 410.
Statistical analysis module 420 is for receiving the operation information of the application program of acquisition module 410 transmission, with reference to the investigation statistics analysis report to the user of dissimilar application program, the operation information of application programs carries out statistical analysis to obtain the user profile of mobile phone users.Wherein, user profile comprises sex, age, occupation.
Such as, statistical analysis module 420 receives the operation information of the application program that acquisition module 410 sends, with reference to the investigation statistics analysis report to the user of dissimilar application program, the operation information of application programs carries out statistical analysis to obtain the user profile of mobile phone users.Wherein, to the corresponding relation of the operation information of recording user Information and application program in the investigation statistics analysis report of the user of dissimilar application program, user profile comprises sex, age, occupation.User profile is sent to administration module 430 by statistical analysis module 420.
The user profile that administration module 430 sends for receiving statistical analysis module 420, obtains recommendation information according to the user that user profile is mobile terminal.Wherein, administration module specifically for obtaining the recommendation information relevant to user profile according to user profile from server.Or, administration module specifically for upload user information to server, the recommendation information sent according to the user that user profile is mobile terminal with reception server.
Such as, administration module 430 receives the user profile that statistical analysis module 420 sends, and obtains recommendation information according to the user that user profile is mobile terminal.Wherein, administration module 430 can obtain the recommendation information relevant to user profile according to user profile from server, or upload user information is to server, the recommendation information sent according to the user that user profile is mobile terminal with reception server.
Such scheme, mobile terminal is by obtaining the operation information of all application programs of the machine, and with reference to the investigation statistics analysis report to the user of dissimilar application program, the operation information of application programs carries out statistical analysis, obtain the user profile of local user, to be that local user obtains recommendation information according to user profile, can according to user profile to user's exemplary application program or service, provide personalized service, improve Consumer's Experience.
Refer to Fig. 5, Fig. 5 is the structural representation of the application's server one embodiment.The server of the present embodiment has information management function, and server can be the webserver, but is not limited to this.Each module that the server of the present embodiment comprises is for performing each step in embodiment corresponding to Fig. 3, and concrete implementation refers to the related content of each step in Fig. 3, does not repeat herein.The server of the present embodiment comprises receiver module 510 and administration module 520.
The user profile that receiver module 510 sends for mobile terminal receive.Such as, the user profile of receiver module 510 mobile terminal receive transmission.User profile is sent to administration module 520 by receiver module 510.
The user profile that administration module 520 sends for receiving receiver module 510, sends recommendation information according to the user that user profile is mobile terminal.
Such scheme, the recommendation information that the user that server is mobile terminal according to the user profile that mobile terminal sends sends can be that local user obtains recommendation information, according to user profile to user's exemplary application program or service according to user profile, provide personalized service, improve Consumer's Experience.
In more than describing, in order to illustrate instead of in order to limit, propose the detail of such as particular system structure, interface, technology and so on, thoroughly to understand the application.But, it will be clear to one skilled in the art that and also can realize the application in other execution mode not having these details.In other situation, omit the detailed description to well-known device, circuit and method, in order to avoid unnecessary details hinders the description of the application.
Claims (10)
1. an approaches to IM for mobile terminal, is characterized in that, described method comprises the steps:
The operation information of application program in acquisition for mobile terminal mobile terminal, wherein, described operation information comprises the type of described application program, frequency of utilization, service time;
With reference to preset rules, statistical analysis is carried out to obtain the user profile of described mobile phone users to the operation information of described application program, wherein, the corresponding relation of the operation information of described preset rules recording user Information and application program, described user profile comprises sex, age, occupation;
Recommendation information is obtained according to the user that described user profile is described mobile terminal.
2. method according to claim 1, it is characterized in that, the step obtaining recommendation information according to the described user profile user that is described mobile terminal specifically comprises: from server, obtain the recommendation information relevant to described user profile according to described user profile.
3. method according to claim 1, it is characterized in that, the step obtaining recommendation information according to the described user profile user that is described mobile terminal specifically comprises: upload described user profile to server, the recommendation information sent according to the user that described user profile is described mobile terminal with reception server.
4. the method according to any one of claim 1-3, it is characterized in that, carry out statistical analysis with reference to preset rules to the information of described installation kit to be specially with the step of the user profile obtaining described mobile phone users: with reference to the investigation statistics analysis report to the user of dissimilar application program, carry out statistical analysis to obtain the user profile of described mobile phone users to the operation information of described application program.
5. an approaches to IM for server, is characterized in that, described method comprises the steps:
The user profile that server mobile terminal receive sends;
Recommendation information is sent according to the user that described user profile is described mobile terminal.
6. a mobile terminal, is characterized in that, described mobile terminal comprises acquisition module, statistical analysis module and administration module;
Described acquisition module is for obtaining the operation information of application program in mobile terminal, and wherein, described operation information comprises the type of described application program, frequency of utilization, service time;
Described statistical analysis module is used for carrying out statistical analysis to obtain the user profile of described mobile phone users with reference to preset rules to the operation information of described application program, wherein, the corresponding relation of the operation information of described preset rules recording user Information and application program, described user profile comprises sex, age, occupation;
The user that described administration module is described mobile terminal according to described user profile obtains recommendation information.
7. mobile terminal according to claim 6, is characterized in that, described administration module specifically for obtaining the recommendation information relevant to described user profile according to described user profile from server.
8. mobile terminal according to claim 6, is characterized in that, described administration module, specifically for uploading described user profile to server, is the recommendation information of user's transmission of described mobile terminal according to described user profile with reception server.
9. the mobile terminal according to any one of claim 6-8, it is characterized in that, described statistical analysis module, specifically for reference to the investigation statistics analysis report to the user of dissimilar application program, carries out statistical analysis to obtain the user profile of described mobile phone users to the operation information of described application program.
10. a server, is characterized in that, described server comprises receiver module and administration module;
Described receiver module is used for the user profile that mobile terminal receive sends;
The user that it is described mobile terminal that described administration module is used for according to described user profile sends recommendation information.
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| CN105684399A (en) * | 2016-01-30 | 2016-06-15 | 深圳市博信诺达经贸咨询有限公司 | Data pushing method and system based on big data |
| CN105786993A (en) * | 2016-02-17 | 2016-07-20 | 北京奇虎科技有限公司 | Function plug-in recommending method and device of application |
| CN105787759A (en) * | 2016-02-23 | 2016-07-20 | 北京金山安全软件有限公司 | Method and device for acquiring user attribute and electronic equipment |
| CN106201818A (en) * | 2016-06-24 | 2016-12-07 | 青岛海信移动通信技术股份有限公司 | A kind of application program runs statistical method and the device of time |
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| CN106776700A (en) * | 2016-11-09 | 2017-05-31 | 捷开通讯(深圳)有限公司 | A kind of method and device for pushing content |
| CN106844687A (en) * | 2017-01-23 | 2017-06-13 | 炫彩互动网络科技有限公司 | A kind of method and system that user's sex is determined based on games log |
| CN110580557A (en) * | 2018-06-08 | 2019-12-17 | 上海博泰悦臻网络技术服务有限公司 | Intelligent mobile terminal and fragment time management and utilization method thereof based on artificial intelligence |
| CN110876088A (en) * | 2018-09-03 | 2020-03-10 | 广州虎牙信息科技有限公司 | Live broadcast room recommendation method, device, equipment and storage medium |
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| CN106776700A (en) * | 2016-11-09 | 2017-05-31 | 捷开通讯(深圳)有限公司 | A kind of method and device for pushing content |
| CN106775849A (en) * | 2016-12-02 | 2017-05-31 | 广东欧珀移动通信有限公司 | Application message treatment, the method using installing, device and computer equipment |
| CN106487664A (en) * | 2016-12-08 | 2017-03-08 | 宇龙计算机通信科技(深圳)有限公司 | A kind of method of information recommendation, device and mobile terminal |
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| CN106604074A (en) * | 2016-12-16 | 2017-04-26 | 四川长虹电器股份有限公司 | Intelligent television user operation index analysis method |
| CN106844687A (en) * | 2017-01-23 | 2017-06-13 | 炫彩互动网络科技有限公司 | A kind of method and system that user's sex is determined based on games log |
| CN106844687B (en) * | 2017-01-23 | 2021-01-01 | 炫彩互动网络科技有限公司 | Method and system for determining gender of user based on game log |
| CN110580557A (en) * | 2018-06-08 | 2019-12-17 | 上海博泰悦臻网络技术服务有限公司 | Intelligent mobile terminal and fragment time management and utilization method thereof based on artificial intelligence |
| CN110876088A (en) * | 2018-09-03 | 2020-03-10 | 广州虎牙信息科技有限公司 | Live broadcast room recommendation method, device, equipment and storage medium |
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