CN103500212B - A kind of multimedia file recommendation method and electronic equipment - Google Patents
A kind of multimedia file recommendation method and electronic equipment Download PDFInfo
- Publication number
- CN103500212B CN103500212B CN201310461555.1A CN201310461555A CN103500212B CN 103500212 B CN103500212 B CN 103500212B CN 201310461555 A CN201310461555 A CN 201310461555A CN 103500212 B CN103500212 B CN 103500212B
- Authority
- CN
- China
- Prior art keywords
- multimedia file
- theme
- recommended
- type
- ownership
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/44—Browsing; Visualisation therefor
Abstract
The embodiment of the invention discloses a kind of multimedia file recommendation method and electronic equipment, relate to multimedia technology field, can be the different user multimedia file of recommending this user preference, improve the recommendation efficiency of multimedia file, enhancing Consumer's Experience.The specific scheme is that and obtain the preference type of theme of currently logged on user in multimedia client；Determine that multimedia file type of theme that at least one multimedia file to be recommended belonged to and multimedia file to be recommended belong to the ownership granularity of different multimedia file type of theme；The multimedia file type of theme belonged to according to multimedia file to be recommended and multimedia file to be recommended belong to the ownership granularity of different multimedia document theme type, and preference type of theme calculates the recommendation index of multimedia file to be recommended；Recommendation index according at least one multimedia file to be recommended generates multimedia file recommendation list, and shows at least one multimedia file to be recommended in multimedia file recommendation list.
Description
Technical field
The present invention relates to multimedia technology field, particularly relate to a kind of multimedia file recommendation method and
Electronic equipment.
Background technology
Along with the development of multimedia technology, multimedia technology field has emerged much can be for user
The multimedia page of video recommendations, multimedia application and client are provided.
Multimedia page of the prior art, multimedia application and client half use classification to push away
Recommend, the most causus modes such as recommendation of broadcasting are that user recommends video information.But, prior art is being carried out
Mating between content recommendation and the viewing preference of different user is not considered during video recommendations
Degree, i.e. can not recommend the multimedia file of this user preference, multimedia literary composition for different user
The recommendation of part is inefficient, and Consumer's Experience is poor.
Therefore, industry is badly in need of a kind of side that can realize carrying out video recommendations for user's viewing preference
Method.
Summary of the invention
Embodiments of the invention provide a kind of multimedia file recommendation method and electronic equipment, Ke Yiwei
Different user recommends the multimedia file of this user preference, improves the recommendation efficiency of multimedia file,
Strengthen Consumer's Experience.
For reaching above-mentioned purpose, embodiments of the invention adopt the following technical scheme that
The first aspect of the embodiment of the present invention, it is provided that a kind of multimedia file recommendation method, is applied to
Electronic equipment, described electronic equipment includes that multimedia client, described method include:
Obtain the preference type of theme of currently logged on user in described multimedia client, described preference
Type of theme comprises at least one multimedia file type of theme；
Determine multimedia file type of theme and institute that at least one multimedia file to be recommended belonged to
State multimedia file to be recommended and belong to the ownership granularity of different multimedia file type of theme；
The multimedia file type of theme that belonged to according to described multimedia file to be recommended and described treat
Multimedia file is recommended to belong to the ownership granularity of different multimedia document theme type, and described
Preference type of theme calculates the recommendation index of described multimedia file to be recommended；
Recommendation index according to multimedia file to be recommended at least one described generates multimedia file and pushes away
Recommend list, and show at least one multimedia file to be recommended in described multimedia file recommendation list.
In conjunction with first aspect, in a kind of possible implementation, described ownership granularity be described in treat
Multimedia file is recommended to belong to the probability of different multimedia file type of theme；
The type of theme belonged to according to described multimedia file to be recommended and described multimedia to be recommended
The ownership granularity of file, and the described preference type of theme described multimedia file to be recommended of calculating
Recommend index, including:
Described preference type of theme is used to mate the multimedia that described multimedia file to be recommended is belonged to
Document theme type；
In the ownership granularity of described multimedia file to be recommended, obtain coupling ownership granularity, described
Coupling ownership granularity is the multimedia file master that described multimedia file to be recommended belongs to that the match is successful
The ownership granularity of topic type；
According to the recommendation index of multimedia file to be recommended described in described coupling ownership Granular Computing, institute
State multimedia file to be recommended and there is at least one described coupling ownership granularity；
Wherein, the recommendation index of described multimedia file to be recommended is described multimedia file to be recommended
At least one described coupling ownership granularity sum.
In conjunction with second aspect and above-mentioned possible implementation, in alternatively possible implementation,
Before calculating the recommendation index of described multimedia file to be recommended, described method also includes:
Obtain the described currently logged on user preference probability to each described preference type of theme；
The type of theme belonged to according to described multimedia file to be recommended and described multimedia to be recommended
The ownership granularity of file, and the described preference type of theme described multimedia file to be recommended of calculating
Recommend index, including:
Described preference type of theme is used to mate the multimedia that described multimedia file to be recommended is belonged to
Document theme type；
In the ownership granularity of described multimedia file to be recommended, obtain coupling ownership granularity, described
Coupling ownership granularity is the multimedia file master that described multimedia file to be recommended belongs to that the match is successful
The ownership granularity of topic type；
Calculate in preference probability and the described coupling ownership granularity of at least one described preference type of theme
The product of the coupling ownership granularity corresponding with described preference type of theme；
The recommendation calculating described multimedia file to be recommended according at least one product calculated refers to
Number；
Wherein, the recommendation index of described multimedia file to be recommended be calculated at least one take advantage of
Long-pending sum.
In conjunction with second aspect and above-mentioned possible implementation, in alternatively possible implementation,
Obtain the preference type of theme of currently logged on user in described multimedia client, including:
Obtain the described multimedia client multimedia file broadcasting note for described currently logged on user
In record, the broadcasting frequency of the multimedia file of each described multimedia file type of theme；
Determine that described broadcasting frequency is described higher than the multimedia file type of theme of predeterminated frequency threshold value
Preference type of theme；
Wherein, a described multimedia file belongs at least one described multimedia file theme class
Type；
Obtain the described currently logged on user preference probability to each described preference type of theme, including:
Described multimedia file according to each described preference type of theme is broadcast at described multimedia file
Put the broadcasting frequency in record, determine that described currently logged on user is to each described preference type of theme
Preference probability.
In conjunction with second aspect and above-mentioned possible implementation, in alternatively possible implementation,
Recommendation index according to multimedia file to be recommended at least one described generates multimedia file and recommends row
Table, including:
According to described multimedia file to be recommended recommend index descending be sequentially generated described many
Media file recommendation list；
Wherein, including at least each described multimedia to be recommended in described multimedia file recommendation list
File name, the type of theme of described multimedia file to be recommended and the information of description.
The second aspect of the embodiment of the present invention, it is provided that a kind of electronic equipment, described electronic equipment includes
Multimedia client, described electronic equipment includes:
Acquiring unit, for obtaining the preference theme of currently logged on user in described multimedia client
Type, comprises at least one multimedia file type of theme in described preference type of theme；
Determine unit, for determining the multimedia literary composition that at least one multimedia file to be recommended is belonged to
Part type of theme and described multimedia file to be recommended belong to different multimedia file type of theme
Ownership granularity；
Computing unit, for according to the described multimedia file institute described to be recommended determining that unit determines
Multimedia file type of theme and the described multimedia file to be recommended of ownership belong to different multimedia
The ownership granularity of document theme type, and the described preference type of theme that described acquiring unit obtains
Calculate the recommendation index of described multimedia file to be recommended；
Signal generating unit, for according to described computing unit, calculated at least one is described to be recommended
The recommendation index of multimedia file generates multimedia file recommendation list, and shows described multimedia literary composition
At least one multimedia file to be recommended in part recommendation list.
In conjunction with second aspect, in a kind of possible implementation, described ownership granularity be described in treat
Multimedia file is recommended to belong to the probability of different multimedia file type of theme；
Described computing unit, including:
Matching module, is used for using described preference type of theme to mate described multimedia file to be recommended
The multimedia file type of theme belonged to；
First acquisition module, in the ownership granularity of described multimedia file to be recommended, obtains
Described matching module coupling ownership granularity, described coupling ownership granularity is described multimedia to be recommended literary composition
Part belongs to the ownership granularity of the multimedia file type of theme that the match is successful；
Computing module, for the described coupling ownership hondrometer obtained according to described first acquisition module
Calculating the recommendation index of described multimedia file to be recommended, described multimedia file to be recommended has at least
One described coupling ownership granularity；
Wherein, the recommendation index of described multimedia file to be recommended is described multimedia file to be recommended
At least one described coupling ownership granularity sum.
In conjunction with second aspect and above-mentioned possible implementation, in alternatively possible implementation,
Described acquiring unit, is additionally operable to calculate pushing away of described multimedia file to be recommended at described computing unit
Before recommending index, obtain described currently logged on user general to the preference of each described preference type of theme
Rate；
Described computing unit, including:
Matching module, is used for using described preference type of theme to mate described multimedia file to be recommended
The multimedia file type of theme belonged to；
First acquisition module, in the ownership granularity of described multimedia file to be recommended, obtains
Described matching module coupling ownership granularity, described coupling ownership granularity is described multimedia to be recommended literary composition
Part belongs to the ownership granularity of the multimedia file type of theme that the match is successful；
Computing module, for calculating the preference probability of at least one described preference type of theme and described
The product of coupling ownership granularity corresponding with described preference type of theme in coupling ownership granularity；According to
At least one product calculated calculates the recommendation index of described multimedia file to be recommended；
Wherein, the recommendation index of described multimedia file to be recommended be calculated at least one take advantage of
Long-pending sum.
In conjunction with second aspect and above-mentioned possible implementation, in alternatively possible implementation,
Described acquiring unit, including:
Second acquisition module, is used for obtaining described multimedia client for described currently logged on user
Multimedia file play record in, the multimedia file of each described multimedia file type of theme
Broadcasting frequency；
Determine module, pre-for determining that the described broadcasting frequency that described second acquisition module obtains is higher than
If the multimedia file type of theme of frequency threshold is described preference type of theme；
Wherein, a described multimedia file belongs at least one described multimedia file theme class
Type；
Described acquiring unit, is additionally operable to the described multimedia literary composition according to each described preference type of theme
Part broadcasting frequency in described multimedia file plays record, determines described currently logged on user couple
The preference probability of each described preference type of theme.
In conjunction with second aspect and above-mentioned possible implementation, in alternatively possible implementation,
Described signal generating unit, is additionally operable to according to the recommendation index of described multimedia file to be recommended descending
Be sequentially generated described multimedia file recommendation list；
Wherein, including at least each described multimedia to be recommended in described multimedia file recommendation list
File name, the type of theme of described multimedia file to be recommended and the information of description.
The multimedia file recommendation method of embodiment of the present invention offer and electronic equipment, obtain multimedia
In client, the preference type of theme of currently logged on user, comprises at least one in preference type of theme
Multimedia file type of theme；Determine the multimedia that at least one multimedia file to be recommended is belonged to
Document theme type and multimedia file to be recommended belong to different multimedia file type of theme
Ownership granularity；The multimedia file type of theme belonged to according to multimedia file to be recommended and wait to push away
Recommend multimedia file and belong to the ownership granularity of different multimedia document theme type, and preference master
Topic type calculates the recommendation index of multimedia file to be recommended；According at least one multimedia to be recommended
The recommendation index of file generates multimedia file recommendation list, and shows multimedia file recommendation list
In at least one multimedia file to be recommended.Compared with prior art, can be in conjunction with the preference of user
Multimedia file type of theme that type of theme, multimedia file to be recommended are belonged to and to be recommended many
It is that user recommends multimedia that media file belongs to the ownership granularity of different multimedia document theme type
File, can be the different user multimedia file of recommending this user preference, improve multimedia file
Recommendation efficiency, strengthen Consumer's Experience.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will
The accompanying drawing used required in embodiment or description of the prior art is briefly described, it is clear that
Ground, the accompanying drawing in describing below is only some embodiments of the present invention, skill common for this area
From the point of view of art personnel, on the premise of not paying creative work, it is also possible to obtain according to these accompanying drawings
Obtain other accompanying drawing.
Fig. 1 is a kind of multimedia file recommendation method flow chart in the embodiment of the present invention 1；
Fig. 2 is a kind of multimedia file recommendation method flow chart in the embodiment of the present invention 2；
Fig. 3 is a kind of multimedia file recommendation method flow chart in the embodiment of the present invention 2；
Fig. 4 is the composition schematic diagram of a kind of electronic equipment in the embodiment of the present invention 3；
Fig. 5 is the composition schematic diagram of the another kind of electronic equipment in the embodiment of the present invention 3；
Fig. 6 is the composition schematic diagram of the another kind of electronic equipment in the embodiment of the present invention 3.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, to the technical scheme in the embodiment of the present invention
It is clearly and completely described, it is clear that described embodiment is only that a part of the present invention is real
Execute example rather than whole embodiments.Based on the embodiment in the present invention, ordinary skill
The every other embodiment that personnel are obtained under not making creative work premise, broadly falls into this
The scope of invention protection.
It addition, the terms " system " and " network " are the most often used interchangeably.
The terms "and/or", a kind of incidence relation describing affiliated partner, represent permissible
There are three kinds of relations, such as, A and/or B, can represent: individualism A, there is A simultaneously
And B, individualism B these three situation.It addition, character "/" herein, typically represent and front and back close
Join the relation liking a kind of "or".
Embodiment 1
The embodiment of the present invention provides a kind of multimedia file recommendation method, as it is shown in figure 1, include:
S101, electronic equipment obtain the preference type of theme of currently logged on user in multimedia client,
Preference type of theme comprises at least one multimedia file type of theme.
Exemplary, electronic equipment can be intelligent TV set, PC, smart mobile phone or
Ipad etc. can install TV version client and there is video playback capability electric terminal in any
One.
Concrete, the multimedia client of electronic equipment can preserve the inclined of at least one login user
Good type of theme.Multimedia file may include that film, TV play and video clip etc..Wherein,
The preference type of theme of each login user can comprise at least one multimedia file theme class
Type, possible more than one of the multimedia file type of theme of the most each user preference；Multimedia file
Type of theme may include that action play, comedy, love story, science fiction acute, cartoon acute, terrified
With at least one in the collection of drama types such as animation.
Further, electronic equipment can also obtain currently logged on user to each preference type of theme
Preference probability.Wherein, may be more than due to the multimedia file type of theme of each user preference
One, therefore, electronic equipment is the preference theme of currently logged on user in obtaining multimedia client
On the basis of type, it is also possible to obtain currently logged on user general to the preference of each preference type of theme
Rate.
Wherein, the preference theme of currently logged on user during electronic equipment obtains described multimedia client
The method of type specifically may include that electronic equipment obtains described multimedia client and works as described
The multimedia file of front login user is play in record, each described multimedia file type of theme
The broadcasting frequency of multimedia file；Determine the described broadcasting frequency multimedia higher than predeterminated frequency threshold value
Document theme type is described preference type of theme；Wherein, a described multimedia file belongs to
At least one described multimedia file type of theme.
S102, electronic equipment determine the multimedia literary composition that at least one multimedia file to be recommended is belonged to
Part type of theme and multimedia file to be recommended belong to returning of different multimedia file type of theme
Belong to granularity.
The multimedia file theme class that S103, electronic equipment are belonged to according to multimedia file to be recommended
Type and multimedia file to be recommended belong to the ownership granularity of different multimedia document theme type, with
And preference type of theme calculates the recommendation index of multimedia file to be recommended.
Wherein, ownership granularity is that multimedia file to be recommended belongs to different multimedia file themes
The probability of type.
Optionally, in a kind of application scenarios of the embodiment of the present invention, electronic equipment according to described in treat
Recommend the type of theme that belonged to of multimedia file and the ownership grain of described multimedia file to be recommended
Degree, and the recommendation index of the described preference type of theme described multimedia file to be recommended of calculating,
Method specifically may include that electronic equipment uses described preference type of theme coupling described to be recommended many
The multimedia file type of theme that media file is belonged to；Returning of described multimedia file to be recommended
Belonging in granularity, obtain coupling ownership granularity, described coupling ownership granularity is described multimedia to be recommended
File belongs to the ownership granularity of the multimedia file type of theme that the match is successful；According to described coupling
The recommendation index of multimedia file to be recommended described in ownership Granular Computing, described multimedia to be recommended literary composition
Part has at least one described coupling ownership granularity；Wherein, the pushing away of described multimedia file to be recommended
Recommend at least one described coupling ownership granularity sum that index is described multimedia file to be recommended.
Further alternative, in the another kind of application scenarios of the embodiment of the present invention, at electronic equipment
Before calculating the recommendation index of described multimedia file to be recommended, the method for the embodiment of the present invention also may be used
To include: electronic equipment obtains inclined to each described preference type of theme of described currently logged on user
Good probability.
In this application scenarios, electronic equipment is waited to push away according to described coupling ownership Granular Computing
Recommend the recommendation index of multimedia file, including: calculate the inclined of at least one described preference type of theme
The coupling ownership granularity that good probability is corresponding with described preference type of theme with in described coupling ownership granularity
Product；Pushing away of described multimedia file to be recommended is calculated according at least one product calculated
Recommend index；Wherein, the recommendation index of described multimedia file to be recommended is calculated at least one
The individual sum of products.
S104, electronic equipment generate many according to the recommendation index of at least one multimedia file to be recommended
Media file recommendation list, and show at least one many matchmaker to be recommended in multimedia file recommendation list
Body file.
Exemplary, electronic equipment refers to according to the recommendation of multimedia file to be recommended at least one described
Number generates the method for multimedia file recommendation list and specifically may include that electronic equipment is treated according to described
The described multimedia file that is sequentially generated recommending index descending recommending multimedia file recommends row
Table；Wherein, including at least each described multimedia to be recommended in described multimedia file recommendation list
File name, the type of theme of described multimedia file to be recommended and the information of description.
The multimedia file recommendation method that the embodiment of the present invention provides, electronic equipment obtains multimedia visitor
In the end of family, the preference type of theme of currently logged on user, comprises at least one in preference type of theme many
Media file type of theme；Determine the multimedia literary composition that at least one multimedia file to be recommended is belonged to
Part type of theme and multimedia file to be recommended belong to returning of different multimedia file type of theme
Belong to granularity；The multimedia file type of theme that belonged to according to multimedia file to be recommended and to be recommended
Multimedia file belongs to the ownership granularity of different multimedia document theme type, and preference theme
Type calculates the recommendation index of multimedia file to be recommended；According at least one multimedia to be recommended literary composition
The recommendation index of part generates multimedia file recommendation list, and shows in multimedia file recommendation list
At least one multimedia file to be recommended.Compared with prior art, can be in conjunction with the preference master of user
Multimedia file type of theme that topic type, multimedia file to be recommended are belonged to and many matchmakers to be recommended
It is that user recommends multimedia literary composition that body file belongs to the ownership granularity of different multimedia document theme type
Part, can be the different user multimedia file of recommending this user preference, improve multimedia file
Recommendation efficiency, enhance Consumer's Experience.
Embodiment 2
The embodiment of the present invention provides a kind of multimedia file recommendation method, is applied to electronic equipment, institute
State electronic equipment and include multimedia client, as in figure 2 it is shown, this multimedia file recommendation method can
To include:
S201, electronic equipment obtain the multimedia client multimedia file for currently logged on user
Play in record, the broadcasting frequency of the multimedia file of each multimedia file type of theme.
Exemplary, electronic equipment can obtain the multimedia client of electronic equipment for currently stepping on
The multimedia file employing family plays record；Electronic equipment statistics is described plays each many matchmakers in record
The playing duration of the broadcasting time of body file and every time this multimedia file of broadcasting, according to described broadcasting
In record, broadcasting time and the playing duration of each multimedia file calculate each multimedia file and play
Total duration；Then, electronic equipment can obtain and play the summary of each multimedia file in record
Information, described summary info include described in obtained the title of multimedia file of copyright, protagonist
The information such as name, director names and brief introduction；After getting the summary info of multimedia file,
Electronic equipment can be that each multimedia file divides classification according to the summary info got, its
In, a multimedia file can belong at least one multimedia file type of theme；Finally,
Electronic equipment can add up broadcasting of all multimedia files in each multimedia file type of theme
Put total duration；Wherein, the broadcasting of all multimedia files in each multimedia file type of theme
Putting total duration then can be as the broadcasting frequency of the multimedia file of each multimedia file type of theme
Rate.
Further alternative, electronic equipment can also only be added up described and play each multimedia in record
The broadcasting time of file；Obtain and play the summary info of each multimedia file in record, according to obtaining
The summary info got is that each multimedia file divides classification, then adds up each multimedia
Total broadcasting time of all multimedia files in document theme type, wherein, each multimedia
Total broadcasting time of all multimedia files in document theme type then can be as each multimedia
The broadcasting frequency of the multimedia file of document theme type.
S202, electronic equipment determine the multimedia file theme playing frequency higher than predeterminated frequency threshold value
Type is preference type of theme.
Exemplary, if the broadcasting of all multimedia files in each multimedia file type of theme
Put total duration broadcasting frequency as the multimedia file of each multimedia file type of theme, then electricity
Subset may determine that the broadcasting of all multimedia files in each multimedia file type of theme
Whether total duration is higher than predeterminated frequency threshold value, if predeterminated frequency threshold value can be 50 hours；If it is all
All many in multimedia file subject categories one or multinomial multimedia file type of theme
The total duration of broadcasting of media file is higher than predeterminated frequency threshold value, then electronic equipment may determine that this
Or multinomial multimedia file type of theme is preference type of theme.
Wherein, a multimedia file belongs at least one multimedia file type of theme.
S203, electronic equipment determine the multimedia literary composition that at least one multimedia file to be recommended is belonged to
Part type of theme and multimedia file to be recommended belong to returning of different multimedia file type of theme
Belong to granularity.
Wherein, multimedia file can be TV play, film or video segment etc..Electronic equipment
Can obtain the summary info of the multimedia file having obtained copyright from server side, described summary is believed
Breath include described in obtained copyright multimedia file title, act the leading role name, director names and
The information such as brief introduction；After the summary info getting the multimedia file obtaining copyright, electricity
Subset can be each multimedia file division classification according to the summary info got, wherein,
One multimedia file can belong at least one multimedia file type of theme；Then electronics sets
For determining this multimedia file according to the summary info of each multimedia file having obtained copyright
Belong to the ownership granularity of different multimedia file type of theme.
It should be noted that in the first application scenarios of the embodiment of the present invention, electronic equipment exists
Get type of theme that multimedia file to be recommended belonged to and described multimedia file to be recommended
After ownership granularity and described preference type of theme, then can calculate according to the information got and treat
Recommend multimedia file recommendation index, i.e. as in figure 2 it is shown, can perform S201-S203 it
After, directly perform S205.
Further alternative, as it is shown on figure 3, in the second application scenarios of the embodiment of the present invention,
After performing S201-S203, the method for the embodiment of the present invention can also include: S204:
S204, electronic equipment obtain described currently logged on user to each described preference type of theme
Preference probability.
Concrete, electronic equipment can be according to the multimedia file of each preference type of theme many matchmakers
The broadcasting frequency in record play by body file, determines that currently logged on user is to each preference type of theme
Preference probability.
Exemplary, as described in S201, all many in each multimedia file type of theme
The total duration of broadcasting of media file can be as the multimedia file of each multimedia file type of theme
Broadcasting frequency, electronic equipment then can after determining the preference type of theme of currently logged on user,
The total duration calculation of broadcasting according to all multimedia files in each preference type of theme currently logs in
User's preference probability to each described preference type of theme.
Such as, if electronic equipment gets the multimedia client multimedia for currently logged on user
File is play in record, includes altogether 5 multimedia file type of theme (type of theme A, masters
Topic type B, type of theme C, type of theme D and type of theme E) the broadcasting of multimedia file
Record.Wherein, the broadcasting of type of theme A is a length of time total: 32 hours；The broadcasting of type of theme B
Time total a length of: 65 hours；The broadcasting of type of theme C is a length of time total: 41.2 hours；Type of theme
When the broadcasting of D is total a length of: 85 hours；The broadcasting of type of theme E is a length of time total: 26 hours.
If predeterminated frequency threshold value can be 50 hours, then electronic equipment may determine that type of theme B and
Type of theme D is the preference type of theme of currently logged on user；Based on this, electronic equipment can root
Broadcasting total duration calculation user preference to type of theme B according to type of theme B and type of theme D
Probability and user's preference probability to type of theme D.Such as, electronic equipment can be by type of theme B
Play total duration, the total duration of broadcasting of type of theme D be respectively divided by type of theme B and theme class
Type D play quotient obtained by total duration sum respectively as user's preference to type of theme B
Probability and user's preference probability to type of theme D.The user preference probability X to type of theme B
Can be: X=65/ (65+85) × 100%=43%；User is permissible to the preference probability Y of type of theme D
For: Y=85/ (65+85) × 100%=57%.
Wherein, in the first application scenarios of the embodiment of the present invention, electronic equipment is treated getting
Recommend the type of theme that belonged to of multimedia file and the ownership granularity of described multimedia file to be recommended
And after described preference type of theme, it is not necessary to performing S204, electronic equipment can direct basis
Returning of type of theme that described multimedia file to be recommended is belonged to and described multimedia file to be recommended
Belong to granularity, and described preference type of theme calculate the recommendation index of described multimedia file to be recommended,
Concrete, as in figure 2 it is shown, the method for the embodiment of the present invention can also include: S205, S206 and
S207。
S205, electronic equipment use preference type of theme to mate what multimedia file to be recommended was belonged to
Multimedia file type of theme.
Wherein, electronic equipment can use preference type of theme coupling multimedia file to be recommended to be returned
The multimedia file type of theme belonged to, determines the multimedia file that multimedia file to be recommended is belonged to
Whether type of theme comprises preference type of theme.
S206, electronic equipment, in the ownership granularity of multimedia file to be recommended, obtain coupling ownership
Granularity, coupling ownership granularity is the multimedia file that multimedia file to be recommended belongs to that the match is successful
The ownership granularity of type of theme.
Exemplary, if existing 3 multimedia files to be recommended: multimedia file 1 to be recommended, treat
Recommend multimedia file 2, multimedia file to be recommended 3；Multimedia file 1 to be recommended is belonged to
Multimedia file type of theme includes: type of theme A and type of theme B, and multimedia to be recommended literary composition
It is 20% that part 1 belongs to the ownership granularity of type of theme A, and multimedia file 1 to be recommended belongs to main
The ownership granularity of topic type B is 80%；The multimedia file master that multimedia file 2 to be recommended is belonged to
Topic type includes: type of theme A and type of theme C, and multimedia file to be recommended 2 belongs to main
The ownership granularity of topic type A is 35%, and multimedia file 21 to be recommended belongs to type of theme C's
Ownership granularity is 65%；The multimedia file type of theme that multimedia file 3 to be recommended is belonged to includes
Type of theme B and type of theme D, and multimedia file to be recommended 3 belongs to returning of type of theme B
Belonging to granularity is 45%, and it is 55% that multimedia file 1 to be recommended belongs to the ownership granularity of type of theme D.
Due to type of theme B and preference type of theme that type of theme D is currently logged on user, because of
This, electronic equipment may determine that the multimedia file 1 to be recommended multimedia file master that the match is successful
Topic type is the theme type B, and coupling ownership granularity is that multimedia file 1 to be recommended belongs to theme class
The ownership granularity of type B: 80%；Multimedia file 2 to be recommended does not has the multimedia file that the match is successful
Type of theme, coupling ownership granularity is 0；Multimedia file 3 multimedia that the match is successful to be recommended
Document theme type is the theme type B and type of theme D, and coupling ownership granularity is multimedia to be recommended
File 3 belongs to the ownership granularity 45% of type of theme B and multimedia file to be recommended 3 belongs to main
The ownership granularity 55% of topic type D.
S207, electronic equipment refer to according to the recommendation of coupling ownership Granular Computing multimedia file to be recommended
Number, multimedia file to be recommended has at least one coupling ownership granularity.
Wherein, multimedia file to be recommended recommend index be described multimedia file to be recommended extremely
A few described coupling ownership granularity sum.
Exemplary, in the first application scenarios of the embodiment of the present invention, as shown in examples detailed above,
The recommendation index of multimedia file 1 to be recommended is that multimedia file 1 to be recommended belongs to type of theme B
Ownership granularity: 80%；The recommendation index of multimedia file 2 to be recommended is 0；Multimedia to be recommended
The index of recommending of file 3 is the ownership granularity that multimedia file 1 to be recommended belongs to type of theme B
With the ownership granularity that multimedia file 1 to be recommended belongs to type of theme D then:
80+20%=100%。
Accordingly, as it is shown on figure 3, in the second application scenarios of the embodiment of the present invention, this
The method of bright embodiment can not include S207, in this application scenarios, the embodiment of the present invention
Method includes S205, S206, S208 and S209:
S208, electronic equipment calculate at least one preference theme class of each multimedia file to be recommended
The coupling ownership granularity that the preference probability of type is corresponding with preference type of theme with in coupling ownership granularity
Product.
Exemplary, the preference probability X of type of theme B can be by user:
X=65/(65+85)×100%=43%；The preference probability Y of type of theme D can be by user:
Y=85/(65+85)×100%=57%.Multimedia file 1 multimedia file that the match is successful to be recommended
Type of theme is the theme type B, and coupling ownership granularity is that multimedia file 1 to be recommended belongs to theme
The ownership granularity of type B: 80%；Multimedia file 2 to be recommended does not has the multimedia literary composition that the match is successful
Part type of theme, coupling ownership granularity is 0；Multimedia file 3 to be recommended many matchmakers that the match is successful
Body document theme type is the theme type B and type of theme D, and coupling ownership granularity is many matchmakers to be recommended
Body file 1 belongs to the ownership granularity 45% of type of theme B and multimedia file to be recommended 1 belongs to
The ownership granularity 55% of type of theme D.
Based on this, for multimedia file 1 to be recommended, at least one preference type of theme is inclined
The product of the coupling ownership granularity that good probability is corresponding with preference type of theme with in coupling ownership granularity
For: X × 80%=43% × 80%=34.4%；For multimedia file 2 to be recommended, at least one is inclined
The preference probability of good type of theme is returned with the coupling corresponding with preference type of theme in coupling ownership granularity
The product belonging to granularity is: 0；At least one preference theme class for multimedia file 2 to be recommended
The coupling ownership granularity that the preference probability of type is corresponding with preference type of theme with in coupling ownership granularity
Product is: X × 45%=43% × 45%=19.35% and Y × 45%=57% × 55%=31.35%.
S209, electronic equipment calculate described many matchmakers to be recommended according at least one product calculated
The recommendation index of body file.
Wherein, the recommendation index of described multimedia file to be recommended be calculated at least one take advantage of
Long-pending sum.
Exemplary, electronic equipment is calculated the recommendation index of multimedia file 1 to be recommended and is
X×80%=43%×80%=34.4%；Electronic equipment is calculated the recommendation of multimedia file 2 to be recommended
Index is 0；Electronic equipment is calculated the recommendation index of multimedia file 3 to be recommended
X×45%+Y×45%=43%×45%+57%×55%=19.35%+31.35=50.7%。
It should be noted that electronic equipment calculates the method recommending index of multimedia file to be recommended
Include but not limited to the method described in the above-mentioned example enumerated of the embodiment of the present invention, electronic equipment
The additive method embodiment of the present invention of the recommendation index calculating multimedia file to be recommended is the most superfluous
State.
S210, electronic equipment generate many according to the recommendation index of at least one multimedia file to be recommended
Media file recommendation list, and show at least one many matchmaker to be recommended in multimedia file recommendation list
Body file.
Concrete, electronic equipment can be according to the recommendation index of described multimedia file to be recommended by greatly
It is sequentially generated described multimedia file recommendation list to little；Wherein, described multimedia file is recommended
Including at least each described multimedia file title to be recommended, described multimedia to be recommended literary composition in list
The type of theme of part and the information of description.
The multimedia file recommendation method that the embodiment of the present invention provides, electronic equipment obtains multimedia visitor
In the end of family, the preference type of theme of currently logged on user, comprises at least one in preference type of theme many
Media file type of theme；Determine the multimedia literary composition that at least one multimedia file to be recommended is belonged to
Part type of theme and multimedia file to be recommended belong to returning of different multimedia file type of theme
Belong to granularity；The multimedia file type of theme that belonged to according to multimedia file to be recommended and to be recommended
Multimedia file belongs to the ownership granularity of different multimedia document theme type, and preference theme
Type calculates the recommendation index of multimedia file to be recommended；According at least one multimedia to be recommended literary composition
The recommendation index of part generates multimedia file recommendation list, and shows in multimedia file recommendation list
At least one multimedia file to be recommended.Compared with prior art, can be in conjunction with the preference master of user
Multimedia file type of theme that topic type, multimedia file to be recommended are belonged to and many matchmakers to be recommended
It is that user recommends multimedia literary composition that body file belongs to the ownership granularity of different multimedia document theme type
Part, can be the different user multimedia file of recommending this user preference, improve multimedia file
Recommend efficiency, strengthen Consumer's Experience.
Embodiment 3
The embodiment of the present invention provides a kind of electronic equipment, and described electronic equipment includes multimedia client,
As shown in Figure 4, described electronic equipment includes: acquiring unit 31, determine unit 32, computing unit
33 and signal generating unit 34.
Acquiring unit 31, for obtaining the preference master of currently logged on user in described multimedia client
Topic type, comprises at least one multimedia file type of theme in described preference type of theme.
Determine unit 32, for determining the multimedia that at least one multimedia file to be recommended is belonged to
Document theme type and described multimedia file to be recommended belong to different multimedia file theme class
The ownership granularity of type.
Computing unit 33, for according to the described multimedia described to be recommended literary composition determining that unit 32 determines
It is many that multimedia file type of theme that part is belonged to and described multimedia file to be recommended belong to difference
The ownership granularity of media file type of theme, and the described preference master that described acquiring unit 31 obtains
Topic type calculates the recommendation index of described multimedia file to be recommended.
Signal generating unit 34, for treating described at least one according to described computing unit 33 is calculated
The recommendation index recommending multimedia file generates multimedia file recommendation list, and shows described many matchmakers
At least one multimedia file to be recommended in body file recommendation list.
Further, to be that described multimedia file to be recommended belongs to different many for described ownership granularity
The probability of media file type of theme.
As it is shown in figure 5, in a kind of application scenarios of the embodiment of the present invention, described computing unit 33,
Including: matching module the 331, first acquisition module 332 and computing module 333.
Matching module 331, is used for using described preference type of theme to mate described multimedia to be recommended literary composition
The multimedia file type of theme that part is belonged to.
First acquisition module 332, in the ownership granularity of described multimedia file to be recommended, obtains
Taking described matching module 331 coupling ownership granularity, described coupling ownership granularity is described to be recommended many
Media file belongs to the ownership granularity of the multimedia file type of theme that the match is successful.
Computing module 333, for the described coupling ownership obtained according to described first acquisition module 332
The recommendation index of multimedia file to be recommended described in Granular Computing, described multimedia file to be recommended has
There is at least one described coupling ownership granularity.
Wherein, the recommendation index of described multimedia file to be recommended is described multimedia file to be recommended
At least one described coupling ownership granularity sum.
Further, described acquiring unit 31, be additionally operable to calculate at described computing unit 33 described in treat
Recommend multimedia file recommendation index before, obtain described currently logged on user to each described partially
The preference probability of good type of theme.
As it is shown in figure 5, in a kind of application scenarios of the embodiment of the present invention, described computing unit 33,
Including: matching module the 331, first acquisition module 332 and computing module 333.
Matching module 331, is used for using described preference type of theme to mate described multimedia to be recommended literary composition
The multimedia file type of theme that part is belonged to.
First acquisition module 332, in the ownership granularity of described multimedia file to be recommended, obtains
Taking described matching module 331 coupling ownership granularity, described coupling ownership granularity is described to be recommended many
Media file belongs to the ownership granularity of the multimedia file type of theme that the match is successful.
Computing module 333, for calculating preference probability and the institute of at least one described preference type of theme
State the product of coupling ownership granularity corresponding with described preference type of theme in coupling ownership granularity；Root
The recommendation index of described multimedia file to be recommended is calculated according at least one product calculated.
Wherein, the recommendation index of described multimedia file to be recommended be calculated at least one take advantage of
Long-pending sum.
Further, as shown in Figure 6, described acquiring unit 31, including: the second acquisition module 311
With determine module 312.
Second acquisition module 311, is used for obtaining described multimedia client and uses for described current login
The multimedia file at family is play in record, the multimedia literary composition of each described multimedia file type of theme
The broadcasting frequency of part；
Determine module 312, for determining the described broadcasting frequency that described second acquisition module 311 obtains
It is described preference type of theme higher than the multimedia file type of theme of predeterminated frequency threshold value.
Wherein, a described multimedia file belongs at least one described multimedia file theme class
Type.
Described acquiring unit 31, is additionally operable to the described multimedia according to each described preference type of theme
File broadcasting frequency in described multimedia file plays record, determines described currently logged on user
Preference probability to each described preference type of theme.
Further, described signal generating unit 34, it is additionally operable to according to described multimedia file to be recommended
What recommendation index was descending is sequentially generated described multimedia file recommendation list.
Wherein, including at least each described multimedia to be recommended in described multimedia file recommendation list
File name, the type of theme of described multimedia file to be recommended and the information of description.
It should be noted that the tool of part functional module in the electronic equipment of embodiment of the present invention offer
Body describes the corresponding content being referred in embodiment of the method, and the present embodiment is the most no longer described in detail.
The electronic equipment that the embodiment of the present invention provides, can obtain in multimedia client and currently log in
The preference type of theme of user, comprises at least one multimedia file theme class in preference type of theme
Type；Determine multimedia file type of theme that at least one multimedia file to be recommended belonged to and treat
Multimedia file is recommended to belong to the ownership granularity of different multimedia file type of theme；According to treating
Multimedia file type of theme and multimedia file to be recommended that recommendation multimedia file is belonged to belong to
In the ownership granularity of different multimedia document theme type, and preference type of theme calculates to be recommended
The recommendation index of multimedia file；Recommendation index according at least one multimedia file to be recommended is raw
Become multimedia file recommendation list, and show that in multimedia file recommendation list, at least one is to be recommended
Multimedia file.Compared with prior art, can be in conjunction with the preference type of theme of user, to be recommended
Multimedia file type of theme and multimedia file to be recommended that multimedia file is belonged to belong to not
It is that user recommends multimedia file with the ownership granularity of multimedia file type of theme, can be different
User recommends the multimedia file of this user preference, improves the recommendation efficiency of multimedia file, increases
Strong Consumer's Experience.
Through the above description of the embodiments, those skilled in the art it can be understood that
Arrive, for convenience and simplicity of description, be only illustrated with the division of above-mentioned each functional module,
In actual application, can as desired above-mentioned functions distribution be completed by different functional modules,
The internal structure of device will be divided into different functional modules, with complete described above all or
Person's partial function.The specific works process of the system of foregoing description, device and unit, is referred to
Corresponding process in preceding method embodiment, does not repeats them here.
In several embodiments provided herein, it should be understood that disclosed system, dress
Put and method, can realize by another way.Such as, device embodiment described above
It is only schematically, such as, described module or the division of unit, it is only a kind of logic function
Dividing, actual can have other dividing mode, the most multiple unit or assembly to tie when realizing
Close or be desirably integrated into another system, or some features can be ignored, or not performing.Another
Point, shown or discussed coupling each other or direct-coupling or communication connection can be to pass through
The INDIRECT COUPLING of some interfaces, device or unit or communication connection, can be electrical, machinery or its
Its form.
The described unit illustrated as separating component can be or may not be physically separate
, the parts shown as unit can be or may not be physical location, i.e. may be located at
One place, or can also be distributed on multiple NE.Can select according to the actual needs
Select some or all of unit therein to realize the purpose of the present embodiment scheme.
Process single it addition, each functional unit in each embodiment of the present invention can be integrated in one
In unit, it is also possible to be that unit is individually physically present, it is also possible to two or more unit collection
Become in a unit.Above-mentioned integrated unit both can realize to use the form of hardware, it is also possible to
The form using SFU software functional unit realizes.
If described integrated unit realizes and as independent product using the form of SFU software functional unit
When selling or use, can be stored in a computer read/write memory medium.Based on such
Understand, part that prior art is contributed by technical scheme the most in other words or
Completely or partially can embodying with the form of software product of this technical scheme, this computer is soft
Part product is stored in a storage medium, including some instructions with so that a computer equipment
(can be personal computer, server, or the network equipment etc.) or processor (processor)
Perform all or part of step of method described in each embodiment of the present invention.And aforesaid storage medium
Including: USB flash disk, portable hard drive, read-only storage (ROM, Read-Only Memory), random
Access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various permissible
The medium of storage program code.
The above, the only detailed description of the invention of the present invention, but protection scope of the present invention is not
Be confined to this, any those familiar with the art in the technical scope that the invention discloses,
Change can be readily occurred in or replace, all should contain within protection scope of the present invention.Therefore, originally
The protection domain of invention should be as the criterion with described scope of the claims.
Claims (10)
1. a multimedia file recommendation method, it is characterised in that be applied to electronic equipment, described
Electronic equipment includes that multimedia client, described method include:
Obtain the preference type of theme of currently logged on user in described multimedia client, described preference
Type of theme comprises at least one multimedia file type of theme；
Determine multimedia file type of theme and institute that at least one multimedia file to be recommended belonged to
State multimedia file to be recommended and belong to the ownership granularity of different multimedia file type of theme, institute
Stating ownership granularity is that described multimedia file to be recommended belongs to different multimedia file type of theme
Probability；
The multimedia file type of theme that belonged to according to described multimedia file to be recommended and described treat
Multimedia file is recommended to belong to the ownership granularity of different multimedia document theme type, and described
Preference type of theme calculates the recommendation index of described multimedia file to be recommended；
Recommendation index according to multimedia file to be recommended at least one described generates multimedia file and pushes away
Recommend list, and show at least one multimedia file to be recommended in described multimedia file recommendation list.
Method the most according to claim 1, it is characterised in that
The type of theme belonged to according to described multimedia file to be recommended and described multimedia to be recommended
The ownership granularity of file, and the described preference type of theme described multimedia file to be recommended of calculating
Recommend index, including:
Described preference type of theme is used to mate the multimedia that described multimedia file to be recommended is belonged to
Document theme type；
In the ownership granularity of described multimedia file to be recommended, obtain coupling ownership granularity, described
Coupling ownership granularity is the multimedia file master that described multimedia file to be recommended belongs to that the match is successful
The ownership granularity of topic type；
According to the recommendation index of multimedia file to be recommended described in described coupling ownership Granular Computing, institute
State multimedia file to be recommended and there is at least one described coupling ownership granularity；
Wherein, the recommendation index of described multimedia file to be recommended is described multimedia file to be recommended
At least one described coupling ownership granularity sum.
Method the most according to claim 1, it is characterised in that described to be recommended many calculating
Before the recommendation index of media file, described method also includes:
Obtain the described currently logged on user preference probability to each described preference type of theme；
The type of theme belonged to according to described multimedia file to be recommended and described multimedia to be recommended
The ownership granularity of file, and the described preference type of theme described multimedia file to be recommended of calculating
Recommend index, including:
Described preference type of theme is used to mate the multimedia that described multimedia file to be recommended is belonged to
Document theme type；
In the ownership granularity of described multimedia file to be recommended, obtain coupling ownership granularity, described
Coupling ownership granularity is the multimedia file master that described multimedia file to be recommended belongs to that the match is successful
The ownership granularity of topic type；
Calculate in preference probability and the described coupling ownership granularity of at least one described preference type of theme
The product of the coupling ownership granularity corresponding with described preference type of theme；
The recommendation calculating described multimedia file to be recommended according at least one product calculated refers to
Number；
Wherein, the recommendation index of described multimedia file to be recommended be calculated at least one take advantage of
Long-pending sum.
Method the most according to claim 3, it is characterised in that obtain described Multimedia client
The preference type of theme of currently logged on user in end, including:
Obtain the described multimedia client multimedia file broadcasting note for described currently logged on user
In record, the broadcasting frequency of the multimedia file of each described multimedia file type of theme；
Determine that described broadcasting frequency is described higher than the multimedia file type of theme of predeterminated frequency threshold value
Preference type of theme；
Wherein, a described multimedia file belongs at least one described multimedia file theme class
Type；
Obtain the described currently logged on user preference probability to each described preference type of theme, including:
Described multimedia file according to each described preference type of theme is broadcast at described multimedia file
Put the broadcasting frequency in record, determine that described currently logged on user is to each described preference type of theme
Preference probability.
Method the most according to claim 1, it is characterised in that treat according to described at least one
The recommendation index recommending multimedia file generates multimedia file recommendation list, including:
According to described multimedia file to be recommended recommend index descending be sequentially generated described many
Media file recommendation list；
Wherein, including at least each described multimedia to be recommended in described multimedia file recommendation list
File name, the type of theme of described multimedia file to be recommended and the information of description.
6. an electronic equipment, it is characterised in that described electronic equipment includes multimedia client,
Described electronic equipment includes:
Acquiring unit, for obtaining the preference theme of currently logged on user in described multimedia client
Type, comprises at least one multimedia file type of theme in described preference type of theme；
Determine unit, for determining the multimedia literary composition that at least one multimedia file to be recommended is belonged to
Part type of theme and described multimedia file to be recommended belong to different multimedia file type of theme
Ownership granularity, described ownership granularity is that described multimedia file to be recommended belongs to different many matchmakers
The probability of body document theme type；
Computing unit, for according to the described multimedia file institute described to be recommended determining that unit determines
Multimedia file type of theme and the described multimedia file to be recommended of ownership belong to different multimedia
The ownership granularity of document theme type, and the described preference type of theme that described acquiring unit obtains
Calculate the recommendation index of described multimedia file to be recommended；
Signal generating unit, for according to described computing unit, calculated at least one is described to be recommended
The recommendation index of multimedia file generates multimedia file recommendation list, and shows described multimedia literary composition
At least one multimedia file to be recommended in part recommendation list.
Electronic equipment the most according to claim 6, it is characterised in that
Described computing unit, including:
Matching module, is used for using described preference type of theme to mate described multimedia file to be recommended
The multimedia file type of theme belonged to；
First acquisition module, in the ownership granularity of described multimedia file to be recommended, obtains
Described matching module coupling ownership granularity, described coupling ownership granularity is described multimedia to be recommended literary composition
Part belongs to the ownership granularity of the multimedia file type of theme that the match is successful；
Computing module, for the described coupling ownership hondrometer obtained according to described first acquisition module
Calculating the recommendation index of described multimedia file to be recommended, described multimedia file to be recommended has at least
One described coupling ownership granularity；
Wherein, the recommendation index of described multimedia file to be recommended is described multimedia file to be recommended
At least one described coupling ownership granularity sum.
Electronic equipment the most according to claim 6, it is characterised in that described acquiring unit,
It is additionally operable to, before described computing unit calculates the recommendation index of described multimedia file to be recommended, obtain
Take the described currently logged on user preference probability to each described preference type of theme；
Described computing unit, including:
Matching module, is used for using described preference type of theme to mate described multimedia file to be recommended
The multimedia file type of theme belonged to；
First acquisition module, in the ownership granularity of described multimedia file to be recommended, obtains
Described matching module coupling ownership granularity, described coupling ownership granularity is described multimedia to be recommended literary composition
Part belongs to the ownership granularity of the multimedia file type of theme that the match is successful；
Computing module, for calculating the preference probability of at least one described preference type of theme and described
The product of coupling ownership granularity corresponding with described preference type of theme in coupling ownership granularity；According to
At least one product calculated calculates the recommendation index of described multimedia file to be recommended；
Wherein, the recommendation index of described multimedia file to be recommended be calculated at least one take advantage of
Long-pending sum.
Electronic equipment the most according to claim 8, it is characterised in that described acquiring unit,
Including:
Second acquisition module, is used for obtaining described multimedia client for described currently logged on user
Multimedia file play record in, the multimedia file of each described multimedia file type of theme
Broadcasting frequency；
Determine module, pre-for determining that the described broadcasting frequency that described second acquisition module obtains is higher than
If the multimedia file type of theme of frequency threshold is described preference type of theme；
Wherein, a described multimedia file belongs at least one described multimedia file theme class
Type；
Described acquiring unit, is additionally operable to the described multimedia literary composition according to each described preference type of theme
Part broadcasting frequency in described multimedia file plays record, determines described currently logged on user couple
The preference probability of each described preference type of theme.
Electronic equipment the most according to claim 6, it is characterised in that described signal generating unit,
Be additionally operable to according to described multimedia file to be recommended recommend index descending be sequentially generated described
Multimedia file recommendation list；
Wherein, including at least each described multimedia to be recommended in described multimedia file recommendation list
File name, the type of theme of described multimedia file to be recommended and the information of description.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310461555.1A CN103500212B (en) | 2013-09-30 | 2013-09-30 | A kind of multimedia file recommendation method and electronic equipment |
| PCT/CN2014/088391 WO2015043549A1 (en) | 2013-09-30 | 2014-10-11 | Method for recommending multimedia file and electronic device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310461555.1A CN103500212B (en) | 2013-09-30 | 2013-09-30 | A kind of multimedia file recommendation method and electronic equipment |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103500212A CN103500212A (en) | 2014-01-08 |
| CN103500212B true CN103500212B (en) | 2016-08-17 |
Family
ID=49865422
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201310461555.1A Active CN103500212B (en) | 2013-09-30 | 2013-09-30 | A kind of multimedia file recommendation method and electronic equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN103500212B (en) |
Families Citing this family (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2015043549A1 (en) * | 2013-09-30 | 2015-04-02 | 乐视网信息技术（北京）股份有限公司 | Method for recommending multimedia file and electronic device |
| CN104850434B (en) * | 2015-04-30 | 2017-12-22 | 腾讯科技（深圳）有限公司 | Multimedia resource method for down loading and device |
| CN105354018B (en) | 2015-09-29 | 2019-05-21 | 小米科技有限责任公司 | For replacing the method, device and equipment of display background |
| CN105574132A (en) * | 2015-12-15 | 2016-05-11 | 海信集团有限公司 | Multimedia file recommendation method and terminal |
| CN105550334B (en) * | 2015-12-22 | 2019-01-22 | 海信集团有限公司 | A kind of video recommendation method and device |
| CN105760443B (en) | 2016-02-03 | 2017-11-21 | 广州市动景计算机科技有限公司 | Item recommendation system, project recommendation device and item recommendation method |
| 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 |
| CN107306355B (en) * | 2016-04-20 | 2019-10-25 | 华为技术有限公司 | A kind of content recommendation method and server |
| CN106339507B (en) * | 2016-10-31 | 2018-09-18 | 腾讯科技（深圳）有限公司 | Streaming Media information push method and device |
| CN107360449B (en) * | 2017-08-25 | 2020-03-31 | 歌尔科技有限公司 | Multimedia data playing method and device and electronic equipment |
| CN109218771A (en) * | 2018-10-29 | 2019-01-15 | 百度在线网络技术（北京）有限公司 | A kind of recommended method of video program, device, electronic equipment and storage medium |
| CN111241318B (en) * | 2020-01-03 | 2021-04-13 | 北京字节跳动网络技术有限公司 | Method, device, equipment and storage medium for selecting object to push cover picture |
| CN111310024A (en) * | 2020-01-16 | 2020-06-19 | 深圳市广道高新技术股份有限公司 | Information recommendation method facing group users and computer readable storage medium |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050076365A1 (en) * | 2003-08-28 | 2005-04-07 | Samsung Electronics Co., Ltd. | Method and system for recommending content |
| CN102236669A (en) * | 2010-04-30 | 2011-11-09 | 腾讯科技（深圳）有限公司 | Recommendation list generation method, device, media server, client and method |
| CN103218458A (en) * | 2013-05-13 | 2013-07-24 | 百度在线网络技术（北京）有限公司 | Recommendation method and recommendation server |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20100325137A1 (en) * | 2009-06-23 | 2010-12-23 | Yuri Luis Paez | Method and system for musical multimedia content classification, creation and combination of musical multimedia play lists based on user contextual preferences |
-
2013
- 2013-09-30 CN CN201310461555.1A patent/CN103500212B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050076365A1 (en) * | 2003-08-28 | 2005-04-07 | Samsung Electronics Co., Ltd. | Method and system for recommending content |
| CN102236669A (en) * | 2010-04-30 | 2011-11-09 | 腾讯科技（深圳）有限公司 | Recommendation list generation method, device, media server, client and method |
| CN103218458A (en) * | 2013-05-13 | 2013-07-24 | 百度在线网络技术（北京）有限公司 | Recommendation method and recommendation server |
Also Published As
| Publication number | Publication date |
|---|---|
| CN103500212A (en) | 2014-01-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103500212B (en) | A kind of multimedia file recommendation method and electronic equipment | |
| CN103731737B (en) | A kind of video information update method and electronic equipment | |
| CN105338124A (en) | Resource propagating tracking method and apparatus, and resource propagating system | |
| CN103716656A (en) | Video loading method and electronic device | |
| CN103617379A (en) | Multimedia file playing method and player | |
| CN103607461A (en) | Information sharing method and cloud server | |
| CN106713985A (en) | Method and device for recommending network video | |
| CN110636345B (en) | Multimedia information sharing method and system under same identity account | |
| US20130212105A1 (en) | Information processing apparatus, information processing method, and program | |
| US20180053039A1 (en) | Multi-step sequence alignment | |
| CN103763303A (en) | Method and device for drama series playing | |
| CN105022807A (en) | Information recommendation method and apparatus | |
| CN104252480A (en) | Method and device for audio information retrieval | |
| US20160048595A1 (en) | Filtering Content Suggestions for Multiple Users | |
| CN103942247A (en) | Information providing method and device of multimedia resources | |
| CN103747284A (en) | Video pushing method and server | |
| CN103488784A (en) | Method for recommending multimedia files and electronic device | |
| WO2015043549A1 (en) | Method for recommending multimedia file and electronic device | |
| CN103971268A (en) | Method and device for processing promotional information | |
| CN104935647B (en) | A kind of sharing files method and device | |
| CN105242984B (en) | Data backup method and device | |
| CN111491060B (en) | Information click log and ticket splicing method and device | |
| CN110689035B (en) | User classification method, storage medium, electronic device and system | |
| CN107404657B (en) | Advertisement recommendation method and device | |
| US9591045B2 (en) | Station fingerprinting |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant | ||
| PP01 | Preservation of patent right | ||
| PP01 | Preservation of patent right |
Effective date of registration: 20191121 Granted publication date: 20160817 |
|
| PD01 | Discharge of preservation of patent | ||
| PD01 | Discharge of preservation of patent |
Date of cancellation: 20220621 Granted publication date: 20160817 |
|
| TR01 | Transfer of patent right | ||
| TR01 | Transfer of patent right |
Effective date of registration: 20220713 Address after: 300467 917-2, Chuangzhi building, 482 Zhongxin eco city, Binhai New Area, Tianjin Patentee after: Tianjin Zhirong Innovation Technology Development Co.,Ltd. Address before: 100089 room 6184, 6th floor, building 19, 68 Xueyuan South Road, Haidian District, Beijing Patentee before: LE SHI INTERNET INFORMATION & TECHNOLOGY CORP., BEIJING |