CN103581146B - Multimedia recommendation method and corresponding server and client side - Google Patents
Multimedia recommendation method and corresponding server and client side Download PDFInfo
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Abstract
The present invention provides a kind of multimedia recommendation method, and it is applicable on server so that described server recommends multimedia to client.Described server has multimedia database, to store multimedia and the geography information relevant to multimedia.Described multimedia recommendation method includes: described server receives the geographical location information that described client sends；The geographical location information that described server is sent according to described client, in described multimedia database, querying geographical position information sends, with described client, the multimedia that the geographical location information come matches；The multimedia that the geographical location information that the geographical location information inquired and the transmission of described client come matches is sent to client so that the user of client can play the multimedia of its geographic location by described server.The present invention also provides for the server and client side that above-mentioned multimedia recommendation method is corresponding.
Description
Technical field
The present invention relates to multimedia technology field, particularly for recommending the recommendation method of multimedia, such as music, video etc. and corresponding client and server.
Background technology
At present for the recommendation of multimedia file, the system that the content being based primarily upon multimedia file carries out recommending is by analyzing resource content information, set up files on each of customers according to user interest, then provide a user with recommendation service according to the similarity between resource content and files on each of customers.
As a example by music is recommended, currently a popular song recommendations algorithm mainly has three kinds: content-based recommendation algorithm (Content-based Recommendation
Algorithm), Collaborative Filtering Recommendation Algorithm (Collaborative Filtering Recommendation Algorithm) and based on content and the hybrid algorithm of collaborative filtering recommending.
Files on each of customers mainly comprises grade and the preference of user.And Collaborative Filtering Recommendation System mainly using the close user experience of attribute or interest and suggestion as the basis of offer personalized recommendation, it contributes to collecting the user with similar preference or attribute, and the user its suggestion being supplied in same cluster is as reference, with meet people generally before decision-making with reference to the phychology of other people suggestion.As shown in the above, existing music recommendation algorithm is hobby or this precondition of behavior having certain rule based on user, and for some burst behavior or hobby, such as: user travels in other places, wanting on the road to listen to some songs of having local characteristic relevant with tourist site, traditional commending system will be unable to accurately recommend associated song.
Summary of the invention
In view of this, it is necessary to multimedia recommendation method and corresponding server and client side that a kind of client-based geographical position carries out Multimedia Recommendation are provided.
The present invention provides a kind of multimedia recommendation method to be applicable on server so that described server recommends multimedia to client, described server has multimedia database, with storage multimedia and the geography information relevant to multimedia, described multimedia recommendation method includes:
Described server receives the geographical location information that described client sends；
The geographical location information that described server is sent according to described client, in described multimedia database, querying geographical position information sends, with described client, the multimedia that the geographical location information come matches；
The multimedia that the geographical location information that the geographical location information inquired and the transmission of described client come matches is sent to client so that the user of client can play the multimedia of its geographic location by described server.
The present invention also provides for a kind of server, and described server includes:
Multimedia database, it at least includes multimedia and the geographical position relevant to multimedia；
Receiver module, for receiving the geographical location information that client sends；
Enquiry module, the multimedia that the geographical position geographical location information that querying geographical position information and described client are sent in described multimedia database for being sent according to described client matches；
Sending module, for being sent to described client by the multimedia that the geographical location information that the geographical location information inquired and described client are sent matches.
The present invention also provides for a kind of client, and this client includes that described client also includes for playing multimedia player:
Geographical position acquisition module, for obtaining the geographical location information of client；
Sending module, for sending geographical location information to server, so that described server inquires, according to the geographical position that described client is sent, the multimedia that the geographical location information that geographical location information and described client sent matches, and is transmitted；
Receiver module, the multimedia that the geographical location information sent for receiving geographical location information that described server returned and described client matches.
Present invention have the advantages that recommends multimedia corresponding with geographical location information to realize the Multimedia Recommendation of non-predictive scene based on geographical position, so that user can play the multimedia of some geographic location characteristics according to the demand of oneself by server to client.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention, and can be practiced according to the content of description, and in order to the above and other objects, features and advantages of the present invention can be become apparent, below especially exemplified by preferred embodiment, and coordinate accompanying drawing, describe in detail as follows.
Accompanying drawing explanation
Fig. 1 is the entity schematic diagram of multimedia recommendation system in the embodiment of the present invention.
Fig. 2 is the functional block diagram of multimedia recommendation system in the embodiment of the present invention.
Fig. 3 is the flow chart of multimedia recommendation method in the embodiment of the present invention.
Detailed description of the invention
By further illustrating the technological means and effect that the present invention taked by reaching predetermined goal of the invention, below in conjunction with accompanying drawing and preferred embodiment, detailed description of the invention, structure, feature and the effect thereof to the present invention, describe in detail as after.
As illustrated in fig. 1 and 2, the multimedia recommendation system 88 of the embodiment of the present invention includes client 100 and server 300.Client 100 wirelessly communicates with server 300.Server 300 can recommend multimedia corresponding with geographical location information, such as music, video, animation etc. according to the geographical location information that client 100 sends to client 100, introduces the present invention below as a example by music is recommended.
Client 100 can be all kinds of terminal, such as mobile phone, panel computer etc. mobile terminal, it includes player 110, starts module 130, as the geographical position catcher 150 of geographical position acquisition module, for the first sending module 170 and the first receiver module 180 communicated with server 300.Player 110 plays music for the demand according to user.Player 110 includes geographical position pattern and general mode.Player 110 acquiescence is in general mode.
Start module 130 for judging whether to start the geographical position pattern of player 110 according to the input of user and producing enabling signal when starting the geographical position pattern of player 110.In the present embodiment, starting module 130 can be to be arranged on the first menu item of client 100, when user selects the first menu item, starts module 130 and produces enabling signal to represent that player 110 has been turned on geographical position pattern.
Geographical position catcher 150 collects the geographical location information of client 100 for responding enabling signal.Geographical position catcher 150 can pass through global positioning system (Global Position System, GPS) geographical position at client 100 place is determined, thus produce corresponding geographical location information, certainly, it can also collect the geographical location information of client 100 by operator base station.The geographical location information of the client 100 that geographical position catcher 150 is collected can be represented by modes such as latitude and longitude information, country name, city name, significant location names.In the present embodiment, in geographical position catcher 150 is integrated in player 110.
The geographical location information of first sending module 170 client 100 for being collected by geographical position catcher 150 is sent to server 300.
Server 300 includes for depositing multimedia multimedia database 310, the second receiver module 330, it is judged that module 340, location database 350, modular converter 360, enquiry module 370 and the second sending module 390.Multimedia database 310 is used for depositing multimedia and multimedia relevant information, such as music, multimedia database 310 deposits the relevant information of song and song, and this relevant information at least includes the attribute of the songs such as artist, song title, song content, Qu Feng, affiliated special edition, geographical position.The geographical position of song can be the popular place of song, the creative place of song or, using song as the place etc. of characteristic.The geographical position of this song also can be represented by modes such as latitude and longitude information, country name, city name, significant location names.
Second receiver module 330 is for receiving the geographical location information of the client 100 that the first sending module 130 sends in client 100.
Judge module 340 is the most consistent with the representation of multimedia geographical location information in multimedia database 310 for the representation judging the geographical location information of client 100, and produces conversion signal when the geographical location information of client 100 is inconsistent with multimedia geographical location information representation in multimedia database 310.
Location database 350 is for depositing various representations corresponding to multiple geographical position and each geographical position, in order to according to the one of which representation in geographical position find out geographical position another in representation.
Modular converter 360 is for responding the conversion signal multiple representation according to geographical position same in location database 350 by the representation of multimedia geographical location information in the representation converting multimedia data base 310 of the geographical location information of client 100.Geographical location information such as client 100 is latitude and longitude information, and multimedia geographical location information is city name, then need the representation of the geographical location information by client 100 to be converted into the city name of correspondence by latitude and longitude information.
Enquiry module 370 is for according to the geographical location information of client 100 multimedia that the geographical location information of querying geographical position information and client 100 matches in multimedia database 310.Enquiry module 370 can be further used for being used in combination hybrid algorithm based on content and collaborative filtering recommending and inquires about multimedia from multimedia database 310.
The multimedia that second sending module 390 matches for the geographical location information of the geographical location information that inquired by enquiry module 370 with client 100 is sent to client 100.
First receiver module 180 is additionally operable to receive the multimedia that the geographical location information with client 100 of server 300 transmission matches.
Player 110 is additionally operable to play the multimedia that the geographical location information with client 100 that the first receiver module receives matches.So, above-mentioned multimedia recommendation system 88 just can realize the Multimedia Recommendation of non-predictive scene based on geographical position, thus user the most just can play the multimedia of some geographic location characteristics according to the demand of oneself.
Client 100 also includes closing module 190.Close module 190 and be used for judging whether to close according to the input of user the geographical position pattern of player 110, and the general mode of player 110 is opened in the geographical position pattern closing player 110 simultaneously.In present embodiment, closing module 190 can be to be arranged on the second menu item of client 100, when user selects the second menu item, closes module 190 and closes the geographical position pattern of player 110.
As it is shown on figure 3, a kind of multimedia recommendation method 99 is for interacting between server 300 and client 100.Server 300 can recommend multimedia corresponding with geographical location information according to the geographical location information that client 100 sends to client 100.Client 100 includes for playing multimedia player 110.Player 110 includes geographical position pattern and general mode.Player 110 acquiescence is in general mode.This server 300 includes multimedia database 310 and location database 350.Multimedia database 310 is used for depositing multimedia and multimedia relevant information, such as music, multimedia database 310 deposits the relevant information of song and song, and this relevant information at least includes the attribute of the songs such as artist, song title, song content, Qu Feng, affiliated special edition, geographical position.The geographical position of song can be the popular place of song, the creative place of song or, using song as the place etc. of characteristic.The geographical position of this song can be by representing for modes such as latitude and longitude information, country name, city name, significant location names.Location database 350 is for depositing various representations corresponding to multiple geographical position and each geographical position, in order to according to the one of which representation in geographical position find out geographical position another in representation.Above-mentioned multimedia recommendation method 99 comprises the steps.
Step S501, client 100 judges whether player 110 starts geographical position pattern.If player 110 starts geographical position pattern, then enter step S503.If player 110 not actuated geographical position pattern, then return step S501.In the present embodiment, client 100 is provided with corresponding the first menu item starting geographical position pattern, when user selects the first menu item, represents that player 110 has been turned on geographical position pattern.
Step S503, client 100 collects its on-site geographical location information.Client 100 can pass through global positioning system (Global Position System, GPS) geographical position at its place is determined, thus produce the geographical location information of correspondence, it is also possible to determined the geographical position at its place by operator base station, thus produce the geographical location information of correspondence.The geographical location information of client 100 can also be represented by modes such as latitude and longitude information, country name, city name, significant location names.In the present embodiment, the function collecting geographical location information is implemented by player 110.
Step S505, the geographical location information that client 100 is collected is sent to server 300.
Step S507, server 300 receives the geographical location information that client 100 sends.
Step S509, server 300 judges that the representation of the geographical location information of client 100 is the most consistent with the representation of multimedia geographical location information in multimedia database 310.If the geographical location information of client 100 with multimedia database 310 multimedia geographical location information representation inconsistent, then enter step S511.If the geographical location information of client 100 geographical location information representation multimedia with multimedia database 310 is consistent, then enter step S513.
Step S511, server 300 according to the multiple representation in geographical position same in location database 350 by the representation of multimedia geographical location information in the representation converting multimedia data base 310 of the geographical location information of client 100.Geographical location information such as client 100 is latitude and longitude information, and multimedia geographical location information is city name, then need the representation of the geographical location information by client 100 to be converted into the city name of correspondence by latitude and longitude information.
Step S513, server 300 is according to the geographical location information multimedia that the geographical location information of querying geographical position information and client 100 matches in multimedia database 310 of client 100.Server 300 can be further used for being used in combination hybrid algorithm based on content and collaborative filtering recommending and inquires about multimedia from multimedia database 310.
Step S515, the multimedia that the geographical location information of the geographical location information inquired Yu client 100 matches is sent to client 100 by server 300.
Step S517, client 100 receives the multimedia that the geographical location information with client 100 of server 300 transmission matches.
Step S519, the multimedia that the geographical location information with client 100 received matches play by player 110.So, above-mentioned multimedia recommendation method 99 just can realize the Multimedia Recommendation of non-predictive scene based on geographical position, thus user the most just can play the multimedia of some geographic location characteristics according to the demand of oneself.
Step S521, client 100 judges whether player 110 closes geographical position pattern.If player 110 cuts out geographical position pattern, then enter step S523.If player 110 is not turned off geographical position pattern, then return step S521.In the present embodiment, client 100 being provided with corresponding the second menu item closing geographical position pattern, when user selects the second menu item, player 110 cuts out geographical position pattern.
Step S523, starts the general mode of player 110.
One of ordinary skill in the art will appreciate that all or part of flow process realizing in above-described embodiment method, can be by computer program and complete to instruct relevant hardware, described program can be stored in a computer read/write memory medium, this program is upon execution, it may include such as the flow process of the embodiment of above-mentioned each method.Wherein, described storage medium can be magnetic disc, CD, read-only store-memory body (Read-Only Memory, ROM) or random store-memory body (Random Access Memory, RAM) etc..
The above, it it is only presently preferred embodiments of the present invention, not the present invention is made any pro forma restriction, although the present invention is disclosed above with preferred embodiment, but it is not limited to the present invention, any those skilled in the art, in the range of without departing from technical solution of the present invention, when the technology contents of available the disclosure above makes a little change or is modified to the Equivalent embodiments of equivalent variations, in every case it is without departing from technical solution of the present invention content, any simple modification above example made according to the technical spirit of the present invention, equivalent variations and modification, all still fall within the range of technical solution of the present invention.
Claims (8)
1. a multimedia recommendation method, it is adaptable to so that described server is to client on server
Recommend multimedia, it is characterised in that described server has multimedia database, to store many matchmakers
Body and the geography information relevant to multimedia, described multimedia recommendation method includes:
Client judges whether player starts geographical position pattern；
If player starts geographical position pattern, client passes through geographical position catcher, and true
The geographical position at fixed described client place is to produce corresponding geographical location information；
Described server receives the geographical location information that described client sends；
The geographical location information that described server is sent according to described client, in described multimedia
In data base, querying geographical position information and described client send the geographical location information phase come
The multimedia joined, wherein, multimedia geographical location information include multimedia popular place or
Place with multimedia as characteristic；
The geographical location information inquired is sent, with described client, the geography of coming by described server
The multimedia that positional information matches is sent to client, and the player plays of client receives
The multimedia of its geographic location.
Multimedia recommendation method the most according to claim 1, it is characterised in that described service
The geographical location information that device is sent according to described client, inquires about in described multimedia database
It is multimedia that the geographical location information that geographical location information and the transmission of described client come matches
Step, farther includes:
Described server judges that the representation of the geographical location information that described client sent is
The representation of the multimedia geographical location information in no and described multimedia database is consistent；
If it is determined that the representation of geographical location information that described client is sent is with described many
The representation of the multimedia geographical location information in media database is inconsistent, the most described service
The representation of the geographical location information that described client is sent by device is converted into described multimedia
The representation of the multimedia geographical location information in data base.
Multimedia recommendation method the most according to claim 2, it is characterised in that described client
The representation of the geographical location information of end is latitude and longitude information；And described multimedia database is deposited
The representation of the multimedia geographical location information of storage is country name, city name and significant place
Name one of them.
Multimedia recommendation method the most according to claim 1, it is characterised in that described service
The geographical location information that device is sent according to described client, inquires about in described multimedia database
It is multimedia that the geographical location information that geographical location information and the transmission of described client come matches
Meanwhile, further combined with content-based recommendation algorithm and Collaborative Filtering Recommendation Algorithm from described many matchmakers
Volume data storehouse is inquired about multimedia.
5. a server, it is characterised in that described server includes:
Multimedia database, it at least includes multimedia and the geographical position relevant to multimedia；
Receiver module, for receiving the geographical location information that client sends, wherein, described client
End judges whether player starts geographical position pattern, if player starts geographical position pattern,
Described client passes through geographical position catcher, and determine the geographical position at described client place with
Produce corresponding geographical location information；
Enquiry module, for the geographical location information that sent according to described client described many matchmakers
The geographical location information phase that in volume data storehouse, querying geographical position information and described client are sent
Coupling multimedia, wherein, multimedia geographical location information include multimedia popular place,
Or the place with multimedia as characteristic；
Sending module, for the ground geographical location information inquired and described client sent
The multimedia that reason positional information matches is sent to described client, wherein, broadcasting of described client
Put device and play the multimedia of its geographic location received.
Server the most according to claim 5, it is characterised in that described server is further
Including:
Judge module, for judging the representation of geographical location information that described client sent
The most consistent with the representation of the multimedia geographical location information in described multimedia database；
Modular converter, for when the expression side that judge geographical location information that described client sent
Formula is inconsistent with the representation of the multimedia geographical location information in described multimedia database,
The representation of the geographical location information described client sent is converted into described multimedia number
Representation according to the multimedia geographical location information in storehouse.
7. a client, it includes for playing multimedia player, it is characterised in that institute
State client to include:
Start module, for judging whether to start the geographical position mould of player according to the input of user
Formula also produces enabling signal when starting the geographical position pattern of player；
Geographical position acquisition module, obtains the geographical position letter of client for responding enabling signal
Breath；
Sending module, for server send geographical location information so that described server according to
The geographic location information query that described client is sent goes out geographical location information and described client
Multimedia that the geographical location information sent matches also is transmitted, wherein, multimedialy
Reason positional information includes multimedia popular place or the place with multimedia as characteristic；
Receiver module, for receiving geographical location information and the described client that described server is returned
The multimedia that the geographical location information that end is sent matches；
Wherein, described geographical position acquisition module is geographical position catcher, is used for determining described visitor
The geographical position at end place, family is to produce corresponding geographical location information, and player plays receives
The multimedia of its geographic location.
Client the most according to claim 7, it is characterised in that the institute in described client
State player and include geographical position pattern and general mode, when described player is operated in described geography
Under mode position, the most described client sends geographical location information to described server, and receives institute
State the geographical location information phase that the geographical location information of server return is sent with described client
The multimedia of coupling.
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| CN106576179A (en) * | 2014-05-05 | 2017-04-19 | 哈曼国际工业有限公司 | Playback control |
| CN104010206B (en) * | 2014-06-17 | 2016-03-02 | 合一网络技术(北京)有限公司 | Based on the method and system of the virtual reality video playback in geographical position |
| CN105608095B (en) * | 2014-11-25 | 2020-08-11 | 深圳市腾讯计算机系统有限公司 | Multimedia playing method and device and mobile terminal |
| CN104636467A (en) * | 2015-02-11 | 2015-05-20 | 王磊 | Construction method and device for off-line audio library and corresponding server audio library |
| CN105338427A (en) * | 2015-09-25 | 2016-02-17 | 北京奇艺世纪科技有限公司 | Method for video recommendation to mobile equipment and device thereof |
| CN106649400A (en) * | 2015-11-03 | 2017-05-10 | 阿里巴巴集团控股有限公司 | Method, device and system for recommending multimedia object, terminal and server |
| CN105868223A (en) * | 2015-11-09 | 2016-08-17 | 乐视致新电子科技（天津）有限公司 | Wallpaper information provision method and apparatus, user equipment and server |
| CN106126173A (en) * | 2016-06-17 | 2016-11-16 | 广州酷狗计算机科技有限公司 | A kind of method and apparatus exporting voice data |
| CN107656938B (en) * | 2016-07-26 | 2022-01-11 | 北京搜狗科技发展有限公司 | Recommendation method and device and recommendation device |
| CN106375383A (en) * | 2016-08-26 | 2017-02-01 | 乐视控股（北京）有限公司 | Multimedia recommendation method, apparatus and system |
| CN106339492B (en) * | 2016-08-31 | 2019-05-24 | 电子科技大学 | A kind of music recommended method based on geographical location information |
| CN106441344A (en) * | 2016-09-18 | 2017-02-22 | 智车优行科技（北京）有限公司 | On-board music playing method and device based on geographical location information as well as vehicle |
| CN106776840A (en) * | 2016-11-25 | 2017-05-31 | 飞驰镁物（北京）信息服务有限公司 | The recommendation methods, devices and systems of media content |
| CN107092629A (en) * | 2017-01-18 | 2017-08-25 | 北京小度信息科技有限公司 | Recommend method and device |
| CN108540815B (en) * | 2017-03-02 | 2022-03-08 | 腾讯科技（深圳）有限公司 | Multimedia content playing method, device and system |
| CN108134951A (en) * | 2018-01-19 | 2018-06-08 | 百度在线网络技术（北京）有限公司 | For recommending the method and apparatus of broadcasting content |
| CN108521587B (en) * | 2018-04-03 | 2021-06-29 | 阿里巴巴（中国）有限公司 | Short video processing method and device and mobile terminal |
| CN109492169A (en) * | 2019-01-10 | 2019-03-19 | 自驾旅行网(上海)信息科技有限公司 | A kind of self-driving journey multimedia recommendation method and its application system based on AI phonetic algorithm |
| CN110121085A (en) * | 2019-05-29 | 2019-08-13 | 深圳市元征科技股份有限公司 | Multimedia content management method, device, server and storage medium |
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