CN104486648A - Recommended method and server - Google Patents
Recommended method and server Download PDFInfo
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- CN104486648A CN104486648A CN201410779006.3A CN201410779006A CN104486648A CN 104486648 A CN104486648 A CN 104486648A CN 201410779006 A CN201410779006 A CN 201410779006A CN 104486648 A CN104486648 A CN 104486648A
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- user
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25866—Management of end-user data
- H04N21/25891—Management of end-user data being end-user preferences
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- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Computer Graphics (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
Abstract
The invention provides a recommended method and a server. A technical effect of reasonably recommending to a user is achieved according to various pieces of information. The method comprises the steps: acquiring M pieces of user application use information of M televisions, wherein each of the M pieces of user application use information at least comprises application installation information and application use information in each of the M televisions; acquiring first user information of a first user and/or first application demand information of the first user; acquiring at least one recommended application according to the M pieces of user application use information and the first user information and/or the M pieces of user application use information and the first application demand information; sending at least one piece of recommended application information corresponding to at least one recommended application to a first television corresponding to the first user.
Description
Technical field
The present invention relates to electronic technology field, particularly relate to a kind of method and server of recommendation.
Background technology
Along with the development of science and technology, electronic technology have also been obtained development at full speed, and the kind of electronic product also gets more and more, and people have also enjoyed the various facilities that development in science and technology brings.Present people can pass through various types of electronic equipment, enjoy the comfortable life along with development in science and technology brings.
The TV information of TV station and satellite TV can be converted to video information and audio-frequency information by television set, and is exported by screen and sound equipment, thus allows user watch TV programme.Now, the function of television set becomes increasingly abundant, and except playing television program, can also play other movable storage devices, as the picture in USB flash disk, Voice & Video information etc.The intelligent television occurred in recent years, has also carried operating system, and user can also be installed or unloading application according to the custom of oneself and demand on intelligent television.
But in various program that television set provides, user often will through browsing or search for the program that just can find and oneself like for a long time, so, for inconvenience user.
Summary of the invention
This application provides a kind of method and server of recommendation, achieve according to much information, rationally to the technique effect that user recommends.
On the one hand, this application provides a kind of method of recommendation, be applied to server, described method comprises:
M the user obtaining M television set applies use information, wherein, the a described M user each user applied in use information applies use information and at least comprises the application mount message in a described M television set in each television set and apply use information, and M is positive integer;
Obtain the first user information of first user and/or the first application demand information of described first user;
Apply use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application;
At least one exemplary application information corresponding at least one exemplary application described is sent to the first television set that described first user is corresponding.
On the other hand, this application provides a kind of server, comprising:
First obtains unit, M the user for obtaining M television set applies use information, wherein, a described M user each user applied in use information applies use information and at least comprises the application mount message in a described M television set in each television set and apply use information, and M is positive integer;
Second obtains unit, for the first application demand information of the first user information and/or described first user that obtain first user;
3rd obtains unit, and for applying use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application;
Transmit-Receive Unit, sends at least one exemplary application information corresponding at least one exemplary application described for the first television set corresponding to described first user.
Above-mentioned one or more technical scheme in the embodiment of the present application, at least has one or more technique effects following:
Acquisition applies use information to M user of M television set, and wherein, a described M user each user applied in use information applies use information and at least comprises the application mount message in a described M television set in each television set and apply use information; Obtain the first user information of first user and/or the first application demand information of described first user; Apply use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application; At least one exemplary application information corresponding at least one exemplary application described is sent to the first television set that described first user is corresponding.So, server in the embodiment of the present application, information is used by M the user obtaining at least M television set, and first user information and/or the first application demand information, recommend at least one exemplary application to first user, achieve according to much information rationally to the technique effect that user recommends.
Accompanying drawing explanation
Fig. 1 is the flow chart of recommend method in the embodiment of the present application;
Fig. 2 is the structural representation of server in the embodiment of the present application.
Embodiment
This application provides a kind of method and server of recommendation, achieve according to much information, rationally to the technique effect that user recommends.
The technical scheme general thought that the application provides is as follows:
M the user obtaining M television set applies use information, and wherein, a described M user each user applied in use information applies use information and at least comprises the application mount message in a described M television set in each television set and apply use information; Obtain the first user information of first user and/or the first application demand information of described first user; Apply use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application; At least one exemplary application information corresponding at least one exemplary application described is sent to the first television set that described first user is corresponding.So, server in the embodiment of the present application, information is used by M the user obtaining at least M television set, and first user information and/or the first application demand information, recommend at least one exemplary application to first user, achieve according to much information rationally to the technique effect that user recommends.
For making the object of the embodiment of the present invention, technical scheme and advantage clearly, below in conjunction with the accompanying drawing in the embodiment of the present invention, technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
Term "and/or" herein, being only a kind of incidence relation describing affiliated partner, can there are three kinds of relations in expression, and such as, A and/or B, can represent: individualism A, exists A and B simultaneously, these three kinds of situations of individualism B.In addition, character "/" herein, general expression forward-backward correlation is to the relation liking a kind of "or".
Embodiment one:
The embodiment of the present application one provides a kind of method of recommendation, as shown in Figure 1, comprising:
S101: M the user obtaining M television set applies use information.
S102: obtain the first user information of first user and/or the first application demand information of described first user.
S103: apply use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application.
S104: send at least one exemplary application information corresponding at least one exemplary application described to the first television set that described first user is corresponding.
First, in S101, M the user that server obtains M television set applies use information, can when needs acquisition M user applies use information, to at least M television set transmission request information respectively, be sent to server to notify that at least a respective M user is applied use information by M television set respectively.Also can by M television set periodically, as every 3 days, week about etc., send a up-to-date M user from trend server and apply use information, concrete restriction is not done to the application.
In the embodiment of the present application, M positive integer, as 2,4,23 etc., is not restricted the value of M.Specifically, M user each user applied in use information applies use information and comprises application mount message in M television set in each television set and application use information.Wherein, application mount message includes but not limited to the Apply Names installed on a television set, set-up time, current version etc., and apply use information and include but not limited to the last Applicative time that starts, apply running time etc., the application those of ordinary skill in the field can be arranged according to actual needs, do not do concrete restriction to this application.
Next, in S102, server obtains the first user information of first user and/or the first application demand information of first user.Wherein, first user information includes but not limited to first user sex, age, occupation and interest etc.First application demand information representation user now demand application function or to application type etc.
Then, in S103, server applies use information and first user information and/or the first application demand information according to M user, determines at least one exemplary application from the application data base of server.Finally in S104, send at least one exemplary application information to television set, thus realize applying for recommending at least one to first.
As can be seen from above-mentioned description, server in the embodiment of the present application, information is used by M the user obtaining M television set, and first user information and/or the first application demand information, recommend at least one exemplary application to first user, achieve according to much information rationally to the technique effect that user recommends.
Optionally, in the embodiment of the present application, after S101, also comprise:
According to the first parameter, the application mount message in each television set in a described M television set and application use information are added up; Wherein, described first parameter comprises multiple scope;
Obtaining described application mount message and described application uses information about the first statistics of described first parameter.
In order to recommend at least one exemplary application to user better, so, server, after the application mount message receiving M television set transmission and application use information, needs to add up.In statistics, using the first parameter as statistics foundation.First parameter can be age, sex, frequency of utilization etc., and the technical staff belonging to the application can according to actual selection first parameter, and the application is not restricted.
In the embodiment of the present application, the first parameter also comprises multiple scope.For example, suppose that the first parameter is the age, so the first parameter can comprise 0-12 year, 12-22 year, 22 years old-35 years old, more than 35 years old 4 scopes; Suppose that the first parameter is sex, so obviously comprise masculinity and femininity two scopes.
How according to the first parameter, application mount message and application use information to be added up to clearly demonstrate in the application, an object lesson will be enumerated below and illustrate, and in specific implementation process, including but not limited to following example.
Suppose that the first parameter is the age, and the first parameter comprises 0-12 year, 12-22 year, 22 years old-35 years old, more than 35 years old 4 scopes.Suppose that M is that the application mount message of each television set in 6, M television set is assumed to be:
1, excellent cruel video, potato video, user 24 years old;
2, news, potato video, user 30 years old;
3, home cooking teaching application, user 42 years old;
4, cartoon collection, intellectual development, picture talk, user 8 years old;
5, excellent cruel application, potato is applied, Sohu's video, user 25 years old;
6, excellent cruel application, user 25 years old.
In M television set, the application of each television set uses information to be assumed to be:
1, in the past in one week, excellent cruel video uses 82 times, and potato video uses 40 times;
2, in the past in one week, news uses 60 times, and potato video uses 50 times;
3, in the past in one week, home cooking teaching application use 16 times;
4, in the past in one week, cartoon collection uses 14 times, intellectual development 0 time, and picture talk uses 3 times;
5, in the past in one week, excellent cruel video uses 15 times, potato application use 24 times, and Sohu's video uses 3 times;
6, in the past in one week, excellent cruel application use 37 times.
So, statistics obtains following first statistics:
0-12 year within the scope of, most popular application is followed successively by: cartoon collection use, picture talk, intellectual development;
12-22 year, most popular application is followed successively by: empty;
22 years old-35 years old, most popular application was followed successively by: excellent cruel video, potato video, news application, Sohu's video;
More than 35 years old, most popular application was followed successively by: home cooking teaching application;
The Video Applications of the most often installing in 6 television sets is excellent cruel video, potato video and Sohu's video.
Next, after the first user information receiving user when server and/or the first application demand information, at least one exemplary application is recommended to first user:
Determine that described first subparameter in described first user information belongs to the first scope of described first parameter;
Determine at least one exemplary application corresponding with described first scope in described first statistics.
And/or
Determine that described user described second subparameter applied in use information belongs to the second scope of described first parameter;
Determine at least one exemplary application corresponding with described second scope in described first statistics.
When server obtains at least one exemplary application by first user information, for example, the example of above the first statistics is continued to use.Suppose that the first user information of first user comprises the first subparameter 24 years old, so, server determines that the first subparameter belongs to the first scope 22 years old-35 years old, at least one exemplary application so can recommended to user is excellent cruel video, potato video, news application, Sohu's video.And then server sends excellent cruel video, potato video, news application, at least one exemplary application information that Sohu's video is corresponding to the first television set that first user is corresponding.
And when server obtains at least one exemplary application by the first application demand of first user, for example, continue to use the example of above the first statistics.Suppose that the first application demand is for " Video Applications ", so server can determine that at least one exemplary application is cruel video, potato video and Sohu's video according to " Video Applications of the most often installing in 6 television sets is excellent cruel video; potato video and Sohu's video " in the first statistics.And then server sends excellent cruel video, potato video, and at least one exemplary application information that Sohu's video is corresponding to the first television set that first user is corresponding.
And when server obtains at least one exemplary application jointly by first user information and the first application demand, continue to use example above.First demand information is " Video Applications ", and the age of first user is 24 years old, so visible at age of user be 24 years old place 22-35 year within the scope of, most popular Video Applications is excellent cruel video and potato video, therefore, server determines that at least one exemplary application is excellent cruel video and potato video.
Optionally, after S104, also comprise:
Satisfaction investigation information is sent, to determine whether at least one exemplary application described meets consumers' demand to described television set;
Receive the satisfaction feedback information that described television set sends;
According to described satisfaction feedback information, adjustment at least one exemplary application described.
Specifically, whether meet consumers' demand to by least one exemplary application of recommending to investigate server, so server is after sending at least one exemplary application information to television set, send satisfaction investigation information to television set further, and receive the satisfaction feedback information that television set returns.Finally adjust at least one exemplary application according to satisfaction feedback information.
Continue to use example above, suppose that server is excellent cruel video and potato video at least one exemplary application that first user is recommended.The satisfaction feedback information of user feedback is " be unsatisfied with excellent cruel video, feel quite pleased potato video ", and so, at least one exemplary application is adjusted to potato video by server.When server again for 22-35 year between user recommend Video Applications time, at least one exemplary application is just potato video.
Embodiment two:
As shown in Figure 2, the server in the embodiment of the present application comprises:
First obtains unit 1, M the user for obtaining M television set applies use information, wherein, the a described M user each user applied in use information applies use information and at least comprises the application mount message in a described M television set in each television set and apply use information, and M is positive integer;
Second obtains unit 2, for the first application demand information of the first user information and/or described first user that obtain first user;
3rd obtains unit 3, and for applying use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application;
Transmit-Receive Unit 4, sends at least one exemplary application information corresponding at least one exemplary application described for the first television set corresponding to described first user.
Optionally, described television set also comprises:
Statistic unit, for after obtaining and applying use information to M user of M television set, according to the first parameter to the application mount message in each television set in a described M television set with apply use information and add up; Wherein, described first parameter comprises multiple scope;
4th obtains unit, uses information about the first statistics of described first parameter for obtaining described application mount message and described application.
And the 3rd obtain unit 3 specifically for:
Determine that described first subparameter in described first user information belongs to the first scope of described first parameter;
Determine at least one exemplary application corresponding with described first scope in described first statistics.
Or, the 3rd obtain unit 3 specifically for:
According to described second subparameter in described first application demand, determine at least one exemplary application corresponding with described second subparameter in described first statistics.
Further, Transmit-Receive Unit 4 also for:
After described first television set corresponding to described first user sends at least one exemplary application information corresponding at least one exemplary application described, satisfaction investigation information is sent, to determine whether at least one exemplary application described meets consumers' demand to described television set;
Receive the satisfaction feedback information that described television set sends;
3rd obtains unit 3 also for according to described satisfaction feedback information, adjusts at least one exemplary application described.
Obviously, those skilled in the art can carry out various change and modification to the present invention and not depart from the spirit and scope of the present invention.Like this, if these amendments of the present invention and modification belong within the scope of the claims in the present invention and equivalent technologies thereof, then the present invention is also intended to comprise these change and modification.
Claims (10)
1. a method of recommending, be applied to server, it is characterized in that, described method comprises:
M the user obtaining M television set applies use information, wherein, the a described M user each user applied in use information applies use information and at least comprises the application mount message in a described M television set in each television set and apply use information, and M is positive integer;
Obtain the first user information of first user and/or the first application demand information of described first user;
Apply use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application;
At least one exemplary application information corresponding at least one exemplary application described is sent to the first television set that described first user is corresponding.
2. the method for claim 1, is characterized in that, after obtaining and applying use information to M user of M television set, described method also comprises:
According to the first parameter, the application mount message in each television set in a described M television set and application use information are added up; Wherein, described first parameter comprises multiple scope;
Obtaining described application mount message and described application uses information about the first statistics of described first parameter.
3. method as claimed in claim 2, is characterized in that, apply use information and described first user information based on a described M user, and/or, a described M user applies use information and described first application demand information, obtains at least one exemplary application, is specially:
Determine that described first subparameter in described first user information belongs to the first scope of described first parameter;
Determine at least one exemplary application corresponding with described first scope in described first statistics.
4. method as claimed in claim 2 or claim 3, is characterized in that, apply use information and described first user information based on a described M user, and/or, a described M user applies use information and described first application demand information, obtains at least one exemplary application, is specially:
According to described second subparameter in described first application demand, determine at least one exemplary application corresponding with described second subparameter in described first statistics.
5. method as claimed in claim 4, is characterized in that, after described first television set corresponding to described first user sends at least one exemplary application information corresponding at least one exemplary application described, described method also comprises:
Satisfaction investigation information is sent, to determine whether at least one exemplary application described meets consumers' demand to described television set;
Receive the satisfaction feedback information that described television set sends;
According to described satisfaction feedback information, adjustment at least one exemplary application described.
6. a server, is characterized in that, comprising:
First obtains unit, M the user for obtaining M television set applies use information, wherein, a described M user each user applied in use information applies use information and at least comprises the application mount message in a described M television set in each television set and apply use information, and M is positive integer;
Second obtains unit, for the first application demand information of the first user information and/or described first user that obtain first user;
3rd obtains unit, and for applying use information and described first user information based on a described M user, and/or a described M user applies use information and described first application demand information, obtains at least one exemplary application;
Transmit-Receive Unit, sends at least one exemplary application information corresponding at least one exemplary application described for the first television set corresponding to described first user.
7. server as claimed in claim 6, it is characterized in that, described television set also comprises:
Statistic unit, for after obtaining and applying use information to M user of M television set, according to the first parameter to the application mount message in each television set in a described M television set with apply use information and add up; Wherein, described first parameter comprises multiple scope;
4th obtains unit, uses information about the first statistics of described first parameter for obtaining described application mount message and described application.
8. server as claimed in claim 7, is characterized in that, the described 3rd obtain unit specifically for:
Determine that described first subparameter in described first user information belongs to the first scope of described first parameter;
Determine at least one exemplary application corresponding with described first scope in described first statistics.
9. as claimed in claim 7 or 8 server, is characterized in that, the described 3rd obtain unit specifically for:
According to described second subparameter in described first application demand, determine at least one exemplary application corresponding with described second subparameter in described first statistics.
10. server as claimed in claim 9, is characterized in that, described Transmit-Receive Unit also for:
After described first television set corresponding to described first user sends at least one exemplary application information corresponding at least one exemplary application described, satisfaction investigation information is sent, to determine whether at least one exemplary application described meets consumers' demand to described television set;
Receive the satisfaction feedback information that described television set sends;
Described 3rd obtains unit also for according to described satisfaction feedback information, adjusts at least one exemplary application described.
Priority Applications (1)
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CN201410779006.3A CN104486648A (en) | 2014-12-15 | 2014-12-15 | Recommended method and server |
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CN201410779006.3A CN104486648A (en) | 2014-12-15 | 2014-12-15 | Recommended method and server |
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CN104486648A true CN104486648A (en) | 2015-04-01 |
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CN201410779006.3A Pending CN104486648A (en) | 2014-12-15 | 2014-12-15 | Recommended method and server |
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Cited By (3)
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CN106598826A (en) * | 2016-12-17 | 2017-04-26 | 珠海市魅族科技有限公司 | Method and device for analyzing use behaviors of user |
CN107341097A (en) * | 2017-06-30 | 2017-11-10 | 北京金山安全软件有限公司 | Information pushing method and device |
CN113553132A (en) * | 2018-05-24 | 2021-10-26 | 创新先进技术有限公司 | Information pushing method, device, system and equipment |
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CN103578007A (en) * | 2012-07-20 | 2014-02-12 | 三星电子(中国)研发中心 | Mixed recommendation system and method for intelligent device |
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US20090150541A1 (en) * | 2007-12-06 | 2009-06-11 | Sony Corporation And Sony Electronics Inc. | System and method for dynamically generating user interfaces for network client devices |
CN103578007A (en) * | 2012-07-20 | 2014-02-12 | 三星电子(中国)研发中心 | Mixed recommendation system and method for intelligent device |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
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CN106598826A (en) * | 2016-12-17 | 2017-04-26 | 珠海市魅族科技有限公司 | Method and device for analyzing use behaviors of user |
CN107341097A (en) * | 2017-06-30 | 2017-11-10 | 北京金山安全软件有限公司 | Information pushing method and device |
CN107341097B (en) * | 2017-06-30 | 2020-07-28 | 北京金山安全软件有限公司 | Information pushing method and device |
CN113553132A (en) * | 2018-05-24 | 2021-10-26 | 创新先进技术有限公司 | Information pushing method, device, system and equipment |
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