CN108460138A - Music recommends method, apparatus, equipment and storage medium - Google Patents
Music recommends method, apparatus, equipment and storage medium Download PDFInfo
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- CN108460138A CN108460138A CN201810195458.5A CN201810195458A CN108460138A CN 108460138 A CN108460138 A CN 108460138A CN 201810195458 A CN201810195458 A CN 201810195458A CN 108460138 A CN108460138 A CN 108460138A
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/60—Information retrieval; Database structures therefor; File system structures therefor of audio data
- G06F16/63—Querying
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- G06F16/68—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/686—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, title or artist information, time, location or usage information, user ratings
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Abstract
The disclosure is directed to a kind of music to recommend method, apparatus, equipment and storage medium.This method includes：The current scene information of user is obtained, the current scene information includes：It is one or more in Weather information, temporal information, location information；According to the current scene information, the determining and matched music recommendation information of the current scene information, the music recommendation information includes the mark of at least one music to be recommended；Recommend music to the user according to the music recommendation information.The disclosure improves the accuracy for recommending music, improves user experience.
Description
Technical field
This disclosure relates to which multimedia technology more particularly to a kind of music recommend method, apparatus, equipment and storage medium.
Background technology
As online music resource is more and more abundant, people are had become come program request and down-load music by network and entertain life
Component part living.
In the related technology, the music data for facing magnanimity in network, in order to the music for allowing user's uppick to like, eventually
End can recommend music to user.Specifically, terminal can be according to the interested music type and user that user selects
Music listens to record, recommends music to user.
Invention content
To overcome the problems in correlation technique, a kind of music of disclosure offer recommends method, apparatus, equipment and storage
Medium.
According to the first aspect of the embodiments of the present disclosure, a kind of music recommendation method is provided, including：
The current scene information of user is obtained, which includes：Weather information, temporal information, location information
In it is one or more；
According to the current scene information, determine that the music recommendation information with the current scene information matches, the music are recommended
Information includes the mark of at least one music to be recommended；
Recommend music to the user according to the music recommendation information.
Optionally, this determines the music recommendation information with the current scene information matches, packet according to the current scene information
It includes：
According to the current scene information, determine that characteristic information corresponding with the current scene information, this feature information are used for
Indicate the scene characteristic of the current scene information；
According to this feature information and first music recommended models, music recommendation information is determined, which recommends mould
Type is the music recommended models determined based on first sample set, and first sample concentration includes that different scenes information corresponds to respectively
Characteristic information and music recommendation information correspondence.
Optionally, this determines the music recommendation information with the current scene information matches, packet according to the current scene information
It includes：
The correspondence for recommending condition with music according to the current scene information and different scenes information, determines and deserves
The corresponding music of preceding scene information recommends condition；
Recommend condition according to the corresponding music of the current scene information, determines music recommendation information.
Optionally, this method further includes：
According to the second music recommended models, candidate music recommendation information is determined；The second music model is based on the second sample
The music recommended models of this collection determination include the corresponding characteristic information of different other informations and sound in second sample set
The correspondence of happy recommendation information, the other information are the information in addition to different scenes information；
This recommends condition according to the corresponding music of the current scene information, determines music recommendation information, including：
Recommend condition and the candidate music recommendation information according to the corresponding music of the current scene information, determines that music pushes away
Recommend information.
Optionally, this recommends music according to the music recommendation information to the user, including：
According to the music recommendation information, music recommendation list is shown.
According to the second aspect of the embodiment of the present disclosure, a kind of music recommendation apparatus is provided, including：
Acquisition module is configured as obtaining the current scene information of user, which includes：Weather information,
It is one or more in temporal information, location information；
Determining module is configured as, according to the current scene information, determining that the music with the current scene information matches pushes away
Information is recommended, which includes the mark of at least one music to be recommended；
Recommending module is configured as recommending music to the user according to the music recommendation information.
Optionally, the determining module, including：
First determination sub-module is configured as according to the current scene information, and determination is corresponding with the current scene information
Characteristic information, this feature information are used to indicate the scene characteristic of the current scene information；
Second determination sub-module is configured as, according to this feature information and first music recommended models, determining that music pushes away
Information is recommended, which is the music recommended models determined based on first sample set, which concentrates packet
The correspondence of different scenes information corresponding characteristic information and music recommendation information is included.
Optionally, the determining module, including：
Third determination sub-module is configured as recommending item with music according to the current scene information and different scenes information
The correspondence of part determines that music corresponding with the current scene information recommends condition；
4th determination sub-module is configured as recommending condition according to the corresponding music of the current scene information, determines music
Recommendation information.
Optionally, which further includes：5th determination sub-module is configured as according to the second music recommended models,
Determine candidate music recommendation information；The second music model is the music recommended models determined based on the second sample set, this second
Include the correspondence of different other informations corresponding characteristic information and music recommendation information in sample set, other letters
Breath is the information in addition to different scenes information；
4th determination sub-module, including：Music recommendation information determination sub-module is configured as being believed according to the current scene
It ceases corresponding music and recommends condition and the candidate music recommendation information, determine music recommendation information.
Optionally, which includes：Recommend submodule, is configured as, according to the music recommendation information, showing music
Recommendation list.
According to the third aspect of the embodiment of the present disclosure, a kind of terminal or server are provided, including：
Processor and memory for storing computer instruction；The processor runs the computer instruction and executes
Above-mentioned first aspect any one of them method.
According to the fourth aspect of the embodiment of the present disclosure, a kind of computer readable storage medium is provided, is stored thereon with calculating
Machine instructs, and the computer instruction realizes above-mentioned first aspect any one of them method when being executed by processor.
The music that the disclosure provides recommends method, apparatus, equipment and storage medium, includes temporal information, position by obtaining
One or more current scene informations in confidence breath, Weather information determine according to the current scene information and deserve front court
The corresponding music recommendation information of scape information, and music is recommended to user according to the music recommendation information, it realizes and is considering user
Current scene information on the basis of carry out music recommendation, the music recommended to user can be with the current scene information of user
Match, so that the music recommended can be more in line with user preferences, improves the accuracy for recommending music, improve
User experience.
It should be understood that above general description and following detailed description is only exemplary and explanatory, not
The disclosure can be limited.
Description of the drawings
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.
Fig. 1 is a kind of block diagram of music recommendation method shown according to an exemplary embodiment；
Fig. 2 is that a kind of music shown according to another exemplary embodiment recommends the block diagram of method；
Fig. 3 is that a kind of music shown according to a further exemplary embodiment recommends the block diagram of method；
Fig. 4 is a kind of block diagram of music recommendation apparatus shown according to an exemplary embodiment；
Fig. 5 is a kind of block diagram of the music recommendation apparatus shown according to another exemplary embodiment；
Fig. 6 is a kind of block diagram of the music recommendation apparatus shown according to a further exemplary embodiment；
Fig. 7 is a kind of block diagram of the music recommendation apparatus shown according to a further exemplary embodiment；
Fig. 8 is a kind of block diagram of the music recommendation apparatus shown according to a further exemplary embodiment；
Fig. 9 is the block diagram of a kind of terminal or server shown according to an exemplary embodiment；
Figure 10 is a kind of block diagram of terminal 800 shown according to an exemplary embodiment；
Figure 11 is a kind of block diagram of server 1900 shown according to an exemplary embodiment.
Specific implementation mode
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to
When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment
Described in embodiment do not represent all implementations consistent with this disclosure.On the contrary, they be only with it is such as appended
The example of the consistent device and method of some aspects be described in detail in claims, the disclosure.
Fig. 1 is a kind of block diagram of music recommendation method shown according to an exemplary embodiment.Sound provided in this embodiment
The executive agent of happy recommendation method can be terminal or server.The terminal is specifically as follows mobile phone, tablet computer etc.；The service
Implement body can be the corresponding server of the music website that is accessed with user's using terminal, or may be to be used with user
The corresponding server of music application (Application, App) that terminal is accessed.As shown in Figure 1, the side of the present embodiment
Method may comprise steps of：
In a step 101, the current scene information of user is obtained, which includes temporal information, position letter
It is one or more in breath, Weather information.
In this step, service implement body can obtain current scene information from the terminal used by a user.For example, clothes
Being engaged in device can be directly from terminal acquisition location information, further can be according to location information acquisition temporal information, further
Can obtain Weather information according to the location information and temporal information；Alternatively, server directly can obtain position from terminal
Information, temporal information and Weather information.Terminal can obtain location information by being integrated in the locating module of terminal inner, into one
Step can obtain temporal information according to the location information, further can obtain day according to the location information and temporal information
Gas information.
It should be noted that when realizing that the music that the disclosure provides recommends method by the music App in terminal, music
App can by the communication between the weather App in terminal obtain Weather information, music App can by with the day in terminal
The communication gone through between App and/or clock App obtains temporal information.
In a step 102, according to the current scene information, the music recommendation with the current scene information matches is determined
Breath, which includes the mark of at least one music to be recommended.
In this step, on the basis of considering current scene information, music recommendation information is determined.For example, Weather information is
It, can be to the cheerful and light-hearted music of user's recommendation rhythm when fine day；When Weather information is rainy day, soft peace and quiet can be recommended to user
Music.In another example when location information is Beijing, can recommend " Beijing welcomes you " to user.In another example date information is the winter
To when, can recommend " Winter Solstice is happy " to user.Believe with the current scene it should be noted that being determined according to current scene information
When ceasing corresponding music recommendation information, can be between Weather information, location information and temporal information " and " relationship, can also
It is the relationship of "or", the disclosure is simultaneously not construed as limiting.For example, when current scene information includes Weather information and temporal information, institute is really
Fixed music recommendation information is specifically as follows Weather information or the corresponding music recommendation information of temporal information, or weather is believed
Breath music recommendation information corresponding with temporal information.The mark of music to be recommended is specifically as follows to be recommended in music recommendation information
The musical designation of music, the broadcast address etc. of music to be recommended.
It should be noted that determining the detailed process art technology of the corresponding music recommendation information of the current scene information
Personnel can carry out flexible design according to actual needs, and the disclosure is to this and is not construed as limiting.
In step 103, music is recommended to user according to the music recommendation information.
In this step, when executive agent be terminal when, be specifically as follows terminal directly according to the music recommendation information to
Recommend music in family.When executive agent is server, it is specifically as follows server and music recommendation information is sent to terminal, so that
Terminal recommends music according to the music recommendation information to user.
Music provided in this embodiment recommends method, includes in temporal information, location information, Weather information by obtaining
One or more current scene informations determines that music corresponding with the current scene information pushes away according to the current scene information
Information is recommended, and music is recommended to user according to the music recommendation information, realizes the base in the current scene information for considering user
Music recommendation is carried out on plinth, the music recommended to user can match with the current scene information of user, so that institute
The music of recommendation can be more in line with user preferences, improve the accuracy for recommending music, improve user experience.
Fig. 2 is that a kind of music shown according to another exemplary embodiment recommends the block diagram of method.With reference to Fig. 2, this implementation
On the basis of the music recommendation method that the music that example provides recommends method shown in Fig. 1, essentially describe according to the current scene
Information determines a kind of optional realization method of music recommendation information corresponding with the current scene information.As shown in Fig. 2, this reality
The method for applying example may include：
In step 201, the current scene information of user is obtained, which includes：Weather information, time letter
It is one or more in breath, location information.
It should be noted that step 201 is similar with step 101, details are not described herein.
In step 202, according to the current scene information, characteristic information corresponding with the current scene information is determined, it should
Characteristic information is used to indicate the scene characteristic of the current scene information.
In this step, the corresponding characteristic information of location information is specifically as follows country, province, city in location information etc.
One or more of, the corresponding characteristic information of temporal information is specifically as follows one in the date in temporal information, period etc.
It is a or multiple, wherein the period for example can be the morning, noon, afternoon, evening, night, morning.The corresponding feature of Weather information
Information, be specifically as follows in Weather information rain or shine, one or more of temperature etc..
In step 203, according to this feature information and first music recommended models, music recommendation information is determined.
In this step, which is the music recommended models determined based on first sample set, this first
It include the correspondence of different scenes information corresponding characteristic information and music recommendation information in sample set.Wherein, should
First sample set can specifically be divided into training set, verification collection and test set.It is obtained based on first sample set training, verification and test
The concrete mode of music recommended models is obtained, reference can be made to content in the related technology, details are not described herein.Specifically, by that will work as
Input of the corresponding characteristic information of preceding scene information as first music recommended models, first music recommended models can export this
The corresponding music recommendation information of current scene information.
Optionally, when determining first music recommended models, it can be based on above-mentioned first sample set and the second sample simultaneously
Collection determines.Wherein, in second sample set include the corresponding characteristic information of different other informations and music recommendation information
Correspondence, which is information in addition to different scenes information.The other information for example can be that user selects
Interested music type, user is to the label result etc. of having listened to music.The label result for example can be like or
It does not like.In this step, by determining first music recommended models according to first sample set and the second sample set so that determine
Music recommendation information can be with reference to current scene information and in addition to scene information other information, to further
Improve the accuracy of music recommendation.
In step 204, music is recommended to the user according to the music recommendation information.
In this step, specifically music recommendation list can be shown, alternatively, according to the music according to the music recommendation information
Recommendation list plays music.For example, music recommendation list can be popped up according to the music recommendation information.
Music provided in this embodiment recommends method, by according to the current scene information, determining and believing with the current scene
Corresponding characteristic information is ceased, according to this feature information and first music recommended models, music recommendation information is determined, realizes
Consider to carry out music recommendation on the basis of the current scene information of user, the music recommended to user can be current with user
Scene information matches, so that the music recommended can be more in line with user preferences, improves and recommends the accurate of music
Degree, improves user experience.
Fig. 3 is that a kind of music shown according to a further exemplary embodiment recommends the block diagram of method.With reference to Fig. 3, this implementation
On the basis of the music recommendation method that the music that example provides recommends method shown in Fig. 1, essentially describe according to the current scene
Information determines another optional realization method of music recommendation information corresponding with the current scene information.As shown in figure 3, this
The method of embodiment may include：
In step 301, the current scene information of user is obtained, which includes：Weather information, time letter
It is one or more in breath, location information.
It should be noted that step 301 is similar with step 101, details are not described herein.
In step 302, recommend the corresponding pass of condition with music according to the current scene information and different scenes information
System determines that music corresponding with the current scene information recommends condition.
In this step, it may include the type condition of music and/or the label condition of music etc. that music, which recommends condition,.Its
In, the type of music may include：One kind or more in classical music, pop music, Melancholic music, rock music, jazz etc.
Kind.The label of music may include：One or more of style, theme, musical instrument, languages etc..For example, scene information 1 be " on
10 points of noon, fine day, 30 ° ", 1 corresponding music of scene information recommend condition can be " genre labels are " youth ", mood label
It is " rock music " or " pop music " for " passion " and music categories ".In another example scene information 2 be " 2 pm, the cloudy day,
30 ° ", it can be " genre labels are " small pure and fresh " and mood label is " peace and quiet " " that 2 corresponding music of scene information, which recommends condition,.
It should be noted that the correspondence that different scenes information recommends condition with music can be prestored.The different scenes information
In may include and the same or analogous scene information of the current scene information.
In step 303, condition is recommended according to the corresponding music of the current scene information, determines music recommendation information.
In this step, it is specifically as follows and recommends item according in collection of music, meeting the corresponding music of the current scene information
The mark of the music of part determines music recommendation information, wherein it is all to be specifically as follows that server is capable of providing for the collection of music
The set of music.Alternatively, can specifically be recommended according to the corresponding music recommendation information of the current scene information and candidate music
Information determines music recommendation information.Correspondingly, the method for the present embodiment can also include：According to the second music recommended models, really
Determine candidate music recommendation information；The second music model is the music recommended models determined based on the second sample set.In this step,
By according to the corresponding music recommendation information of the current scene information and candidate music recommendation information, determining music recommendation
Breath so that other letters that identified music recommendation information can be with reference to current scene information and in addition to scene information
Breath, to further improve the accuracy of music recommendation.
It should be noted that the associated description about the second sample set may refer to embodiment illustrated in fig. 2, it is no longer superfluous herein
It states.Specific implementation about determining second music recommended models may refer to associated description in the related technology, no longer superfluous herein
It states.
In step 304, music is recommended to the user according to the music recommendation information.
It should be noted that step 304 is similar with step 204, details are not described herein.
Music provided in this embodiment recommends method, by according to the current scene information and different scenes information and sound
The correspondence of happy recommendation condition determines that music corresponding with the current scene information recommends condition, is believed according to the current scene
It ceases corresponding music and recommends condition, determine music recommendation information, realize on the basis of considering the current scene information of user
Music recommendation is carried out, the music recommended to user can match with the current scene information of user, so that being recommended
Music can be more in line with user preferences, improve recommend music accuracy, improve user experience.
Following is embodiment of the present disclosure, can be used for executing embodiments of the present disclosure.It is real for disclosure device
Undisclosed details in example is applied, embodiments of the present disclosure is please referred to.
Fig. 4 is a kind of block diagram of music recommendation apparatus shown according to an exemplary embodiment.The device can be by soft
Part, hardware or both are implemented in combination with as some or all of of terminal or server.With reference to Fig. 4, which includes：It obtains
Modulus block 401, determining module 402 and recommending module 403.Wherein,
Acquisition module 401 is configured as obtaining the current scene information of user, which includes：Weather is believed
It is one or more in breath, temporal information, location information；
Determining module 402 is configured as, according to the current scene information, determining the music with the current scene information matches
Recommendation information, the music recommendation information include the mark of at least one music to be recommended；
Recommending module 403 is configured as recommending music to the user according to the music recommendation information.
In conclusion the embodiment of the present disclosure provide music recommendation apparatus, by acquisition module acquisition include temporal information,
One or more current scene informations in location information, Weather information, determining module are determined according to the current scene information
Music recommendation information corresponding with the current scene information, recommending module recommend music according to the music recommendation information to user,
Realize consider user current scene information on the basis of carry out music recommendation, the music recommended to user can with
The current scene information at family matches, so that the music recommended can be more in line with user preferences, improves recommendation sound
Happy accuracy, improves user experience.
Fig. 5 is a kind of block diagram of the music recommendation apparatus shown according to another exemplary embodiment.With reference to Fig. 5, the device
On the basis of block diagram shown in Fig. 4, optionally, which may include：First determination sub-module 4021 and second is true
Stator modules 4022.Wherein,
First determination sub-module 4021 is configured as, according to the current scene information, determining and the current scene information pair
The characteristic information answered, this feature information are used to indicate the scene characteristic of the current scene information；
Second determination sub-module 4022 is configured as, according to this feature information and first music recommended models, determining sound
Happy recommendation information, the first music recommended models are the music recommended models determined based on first sample set, the first sample set
In include different scenes information corresponding characteristic information and music recommendation information correspondence.
In conclusion the music recommendation apparatus that the embodiment of the present disclosure provides, current according to this by the first determination sub-module
Scene information, determines corresponding with current scene information characteristic information, the second determination sub-module according to this feature information and
First music recommended models determine music recommendation information, realize and are carried out on the basis of considering the current scene information of user
Music is recommended, and the music recommended to user can match with the current scene information of user, so that the sound recommended
Pleasure can be more in line with user preferences, improve the accuracy for recommending music, improve user experience.
Fig. 6 is a kind of block diagram of the music recommendation apparatus shown according to a further exemplary embodiment.With reference to Fig. 6, the device
On the basis of block diagram shown in Fig. 4, optionally, which may include：Third determination sub-module 4023 and the 4th is really
Stator modules 4024.Wherein,
Third determination sub-module 4023 is configured as being pushed away with music according to the current scene information and different scenes information
The correspondence of condition is recommended, determines that music corresponding with the current scene information recommends condition；
4th determination sub-module 4024 is configured as recommending condition according to the corresponding music of the current scene information, determine
Music recommendation information.
In conclusion the music recommendation apparatus that the embodiment of the present disclosure provides, current according to this by third determination sub-module
Scene information and different scenes information recommend the correspondence of condition with music, determine sound corresponding with the current scene information
Happy recommendation condition, the 4th determination sub-module recommend condition according to the corresponding music of the current scene information, determine music recommendation
Breath realizes and carries out music recommendation on the basis of considering the current scene information of user, and the music recommended to user can
Match with the current scene information of user, so that the music recommended can be more in line with user preferences, improves and push away
The accuracy for recommending music, improves user experience.
Fig. 7 is a kind of block diagram of the music recommendation apparatus shown according to a further exemplary embodiment.With reference to Fig. 7, the device
On the basis of block diagram shown in Fig. 6, which can also include：5th determination sub-module 4025, is configured as basis
Second music recommended models, determine candidate music recommendation information；The second music model is the sound determined based on the second sample set
Happy recommended models include the corresponding characteristic information of different other informations and music recommendation information in second sample set
Correspondence, the other information are the information in addition to different scenes information.
4th determination sub-module 4024, including：Music recommendation information determination sub-module 40241 is configured as basis and deserves
The preceding corresponding music recommendation condition of scene information and the candidate music recommendation information, determine music recommendation information.
In conclusion the music recommendation apparatus that the embodiment of the present disclosure provides, passes through music recommendation information determination sub-module root
According to the corresponding music recommendation information of the current scene information and candidate music recommendation information, music recommendation information is determined so that
Identified music recommendation information can be with reference to current scene information and in addition to scene information other information, to
Further improve the accuracy of music recommendation.
Fig. 8 is a kind of block diagram of the music recommendation apparatus shown according to a further exemplary embodiment.With reference to Fig. 8, the device
On the basis of block diagram shown in Fig. 4, optionally, recommending module 403 may include：Recommend submodule 4031, is configured as basis
The music recommendation information shows music recommendation list.
About the device in above-described embodiment, wherein modules execute the concrete mode of operation in related this method
Embodiment in be described in detail, explanation will be not set forth in detail herein.
Fig. 9 is the block diagram of a kind of terminal or server shown according to an exemplary embodiment, as shown in figure 9, the terminal
Or server may include：Processor 901 and memory 902 for storing computer instruction.
Wherein, processor 901 runs the computer instruction and executes following methods：
The current scene information of user is obtained, which includes：Weather information, temporal information, location information
In it is one or more；
According to the current scene information, determine that the music recommendation information with the current scene information matches, the music are recommended
Information includes the mark of at least one music to be recommended；
Recommend music to the user according to the music recommendation information.
Optionally, this determines the music recommendation information with the current scene information matches, packet according to the current scene information
It includes：
According to the current scene information, determine that characteristic information corresponding with the current scene information, this feature information are used for
Indicate the scene characteristic of the current scene information；
According to this feature information and first music recommended models, music recommendation information is determined, which recommends mould
Type is the music recommended models determined based on first sample set, and first sample concentration includes that different scenes information corresponds to respectively
Characteristic information and music recommendation information correspondence.
Optionally, this determines the music recommendation information with the current scene information matches, packet according to the current scene information
It includes：
The correspondence for recommending condition with music according to the current scene information and different scenes information, determines and deserves
The corresponding music of preceding scene information recommends condition；
Recommend condition according to the corresponding music of the current scene information, determines music recommendation information.
Optionally, this method further includes：
According to the second music recommended models, candidate music recommendation information is determined；The second music model is based on the second sample
The music recommended models of this collection determination include the corresponding characteristic information of different other informations and sound in second sample set
The correspondence of happy recommendation information, the other information are the information in addition to different scenes information；
This recommends condition according to the corresponding music of the current scene information, determines music recommendation information, including：
Recommend condition and the candidate music recommendation information according to the corresponding music of the current scene information, determines that music pushes away
Recommend information.
Optionally, this recommends music according to the music recommendation information to the user, including：
According to the music recommendation information, music recommendation list is shown.
Figure 10 is a kind of block diagram of terminal 800 shown according to an exemplary embodiment.For example, terminal 800 can be moved
Mobile phone, computer, digital broadcast terminal, messaging devices, game console, tablet device, Medical Devices, body-building are set
It is standby, personal digital assistant etc..
Referring to Fig.1 0, terminal 800 may include following one or more components：Processing component 802, memory 804, electric power
Component 806, multimedia component 808, audio component 810, the interface 812 of input/output (I/O), sensor module 814, and
Communication component 816.
The integrated operation of 802 usual control terminal 800 of processing component, such as with display, call, data communication, phase
Machine operates and record operates associated operation.Processing component 802 may include that one or more processors 820 refer to execute
It enables, to perform all or part of the steps of the methods described above.In addition, processing component 802 may include one or more modules, just
Interaction between processing component 802 and other assemblies.For example, processing component 802 may include multi-media module, it is more to facilitate
Interaction between media component 808 and processing component 802.
Memory 804 is configured as storing various types of data to support the operation in terminal 800.These data are shown
Example includes instruction for any application program or method that are operated in terminal 800, contact data, and telephone book data disappears
Breath, picture, video etc..Memory 804 can be by any kind of volatibility or non-volatile memory device or their group
It closes and realizes, such as static RAM (SRAM), electrically erasable programmable read-only memory (EEPROM) is erasable to compile
Journey read-only memory (EPROM), programmable read only memory (PROM), read-only memory (ROM), magnetic memory, flash
Device, disk or CD.
Electric power assembly 806 provides electric power for the various assemblies of terminal 800.Electric power assembly 806 may include power management system
System, one or more power supplys and other determined with for terminal 800, management and the associated component of distribution electric power.
Multimedia component 808 is included in the screen of one output interface of offer between the terminal 800 and user.One
In a little embodiments, screen may include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, screen
Curtain may be implemented as touch screen, to receive input signal from the user.Touch panel includes one or more touch sensings
Device is to sense the gesture on touch, slide, and touch panel.The touch sensor can not only sense touch or sliding action
Boundary, but also detect duration and pressure associated with the touch or slide operation.In some embodiments, more matchmakers
Body component 808 includes a front camera and/or rear camera.When terminal 800 is in operation mode, such as screening-mode or
When video mode, front camera and/or rear camera can receive external multi-medium data.Each front camera and
Rear camera can be a fixed optical lens system or have focusing and optical zoom capabilities.
Audio component 810 is configured as output and/or input audio signal.For example, audio component 810 includes a Mike
Wind (MIC), when terminal 800 is in operation mode, when such as call model, logging mode and speech recognition mode, microphone by with
It is set to reception external audio signal.The received audio signal can be further stored in memory 804 or via communication set
Part 816 is sent.In some embodiments, audio component 810 further includes a loud speaker, is used for exports audio signal.
I/O interfaces 812 provide interface between processing component 802 and peripheral interface module, and above-mentioned peripheral interface module can
To be keyboard, click wheel, button etc..These buttons may include but be not limited to：Home button, volume button, start button and lock
Determine button.
Sensor module 814 includes one or more sensors, and the state for providing various aspects for terminal 800 is commented
Estimate.For example, sensor module 814 can detect the state that opens/closes of terminal 800, and the relative positioning of component, for example, it is described
Component is the display and keypad of terminal 800, and sensor module 814 can be with 800 1 components of detection terminal 800 or terminal
Position change, the existence or non-existence that user contacts with terminal 800,800 orientation of terminal or acceleration/deceleration and terminal 800
Temperature change.Sensor module 814 may include proximity sensor, be configured to detect without any physical contact
Presence of nearby objects.Sensor module 814 can also include optical sensor, such as CMOS or ccd image sensor, at
As being used in application.In some embodiments, which can also include acceleration transducer, gyro sensors
Device, Magnetic Sensor, pressure sensor or temperature sensor.
Communication component 816 is configured to facilitate the communication of wired or wireless way between terminal 800 and other equipment.Terminal
800 can access the wireless network based on communication standard, such as WiFi, 2G or 3G or combination thereof.In an exemplary implementation
In example, communication component 816 receives broadcast singal or broadcast related information from external broadcasting management system via broadcast channel.
In one exemplary embodiment, the communication component 816 further includes near-field communication (NFC) module, to promote short range communication.Example
Such as, NFC module can be based on radio frequency identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra wide band (UWB) technology,
Bluetooth (BT) technology and other technologies are realized.
In the exemplary embodiment, terminal 800 can be believed by one or more application application-specific integrated circuit (ASIC), number
Number processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD), field programmable gate array
(FPGA), controller, microcontroller, microprocessor or other electronic components are realized, for executing the above method.
Figure 11 is a kind of block diagram of server 1900 shown according to an exemplary embodiment.For example, server 1900 can
To be provided as a server.Referring to Fig.1 1, server 1900 includes processing component 1922, further comprises one or more
Processor and memory resource represented by a memory 1932, can be by the finger of the execution of processing component 1922 for storing
It enables, such as application program.The application program stored in memory 1932 may include each one or more correspondence
In the module of one group of instruction.In addition, processing component 1922 is configured as executing instruction, to execute the above method.
Server 1900 can also include the power management that a power supply module 1926 is configured as execute server 1900,
One wired or wireless network interface 1950 is configured as server 1900 being connected to network and an input and output (I/O)
Interface 1958.Server 1900 can be operated based on the operating system for being stored in memory 1932, such as Windows
ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM or similar.
In the exemplary embodiment, it includes the non-transitorycomputer readable storage medium instructed, example to additionally provide a kind of
Such as include the memory 804 of instruction, above-metioned instruction can be executed by the processor of terminal 800 or server 1900 to complete above-mentioned side
Method.For example, the non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, magnetic
Band, floppy disk and optical data storage devices etc..
A kind of non-transitorycomputer readable storage medium, when the instruction in the storage medium is by terminal or server
When managing device execution so that terminal or server are able to carry out a kind of music recommendation method, and this method includes：
The current scene information of user is obtained, which includes：Weather information, temporal information, location information
In it is one or more；
According to the current scene information, determine that the music recommendation information with the current scene information matches, the music are recommended
Information includes the mark of at least one music to be recommended；
Recommend music to the user according to the music recommendation information.
Optionally, this determines the music recommendation information with the current scene information matches, packet according to the current scene information
It includes：
According to the current scene information, determine that characteristic information corresponding with the current scene information, this feature information are used for
Indicate the scene characteristic of the current scene information；
According to this feature information and first music recommended models, music recommendation information is determined, which recommends mould
Type is the music recommended models determined based on first sample set, and first sample concentration includes that different scenes information corresponds to respectively
Characteristic information and music recommendation information correspondence.
Optionally, this determines the music recommendation information with the current scene information matches, packet according to the current scene information
It includes：
The correspondence for recommending condition with music according to the current scene information and different scenes information, determines and deserves
The corresponding music of preceding scene information recommends condition；
Recommend condition according to the corresponding music of the current scene information, determines music recommendation information.
Optionally, this method further includes：
According to the second music recommended models, candidate music recommendation information is determined；The second music model is based on the second sample
The music recommended models of this collection determination include the corresponding characteristic information of different other informations and sound in second sample set
The correspondence of happy recommendation information, the other information are the information in addition to different scenes information；
This recommends condition according to the corresponding music of the current scene information, determines music recommendation information, including：
Recommend condition and the candidate music recommendation information according to the corresponding music of the current scene information, determines that music pushes away
Recommend information.
Optionally, this recommends music according to the music recommendation information to the user, including：
According to the music recommendation information, music recommendation list is shown.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure
Its embodiment.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or
Person's adaptive change follows the general principles of this disclosure and includes the undocumented common knowledge in the art of the disclosure
Or conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are wanted by right
Book is asked to point out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by appended claims
System.
Claims (10)
1. a kind of music recommends method, which is characterized in that including：
The current scene information of user is obtained, the current scene information includes：In Weather information, temporal information, location information
It is one or more；
According to the current scene information, determines and pushed away with the matched music recommendation information of the current scene information, the music
Recommend the mark that information includes at least one music to be recommended；
Recommend music to the user according to the music recommendation information.
2. according to the method described in claim 1, it is characterized in that, described according to the current scene information, determine with it is described
The matched music recommendation information of current scene information, including：
According to the current scene information, determine that characteristic information corresponding with the current scene information, the characteristic information are used
In the scene characteristic for indicating the current scene information；
According to the characteristic information and first music recommended models, determine that music recommendation information, the first music recommend mould
Type is the music recommended models determined based on first sample set, and the first sample concentration includes that different scenes information is right respectively
The correspondence of the characteristic information and music recommendation information answered.
3. according to the method described in claim 1, it is characterized in that, described according to the current scene information, determine with it is described
The matched music recommendation information of current scene information, including：
The correspondence of condition, determination is recommended to work as with described with music according to the current scene information and different scenes information
The corresponding music of preceding scene information recommends condition；
Recommend condition according to the corresponding music of the current scene information, determines music recommendation information.
4. according to the method described in claim 3, it is characterized in that, the method further includes：
According to the second music recommended models, candidate music recommendation information is determined；The second music model is based on the second sample
Collect determining music recommended models, includes the corresponding characteristic information of different other informations and sound in second sample set
The correspondence of happy recommendation information, the other information are the information in addition to different scenes information；
It is described that condition is recommended according to the corresponding music of the current scene information, determine music recommendation information, including：
Recommend condition and the candidate music recommendation information according to the corresponding music of the current scene information, determines that music pushes away
Recommend information.
5. a kind of music recommendation apparatus, which is characterized in that including：
Acquisition module is configured as obtaining the current scene information of user, and the current scene information includes：Weather information, when
Between it is one or more in information, location information；
Determining module is configured as according to the current scene information, and determination is pushed away with the matched music of the current scene information
Information is recommended, the music recommendation information includes the mark of at least one music to be recommended；
Recommending module is configured as recommending music to the user according to the music recommendation information.
6. device according to claim 5, which is characterized in that the determining module, including：
First determination sub-module is configured as according to the current scene information, and determination is corresponding with the current scene information
Characteristic information, the characteristic information are used to indicate the scene characteristic of the current scene information；
Second determination sub-module is configured as, according to the characteristic information and first music recommended models, determining that music is recommended
Information, the first music recommended models are the music recommended models determined based on first sample set, and the first sample is concentrated
It include the correspondence of different scenes information corresponding characteristic information and music recommendation information.
7. device according to claim 5, which is characterized in that the determining module, including：
Third determination sub-module is configured as recommending condition with music according to the current scene information and different scenes information
Correspondence, determine corresponding with current scene information music recommendation condition；
4th determination sub-module is configured as recommending condition according to the corresponding music of the current scene information, determines that music pushes away
Recommend information.
8. device according to claim 7, which is characterized in that the determining module further includes：5th determination sub-module, quilt
It is configured to, according to the second music recommended models, determine candidate music recommendation information；The second music model is based on the second sample
The music recommended models of this collection determination include the corresponding characteristic information of different other informations in second sample set with
The correspondence of music recommendation information, the other information are the information in addition to different scenes information；
4th determination sub-module, including：Music recommendation information determination sub-module is configured as being believed according to the current scene
It ceases corresponding music and recommends condition and the candidate music recommendation information, determine music recommendation information.
9. a kind of terminal or server, which is characterized in that including：
Processor and memory for storing computer instruction；The processor runs the computer instruction perform claim
It is required that 1-4 any one of them methods.
10. a kind of computer readable storage medium, is stored thereon with computer instruction, which is characterized in that the computer instruction
Claim 1-4 any one of them methods are realized when being executed by processor.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810195458.5A CN108460138A (en) | 2018-03-09 | 2018-03-09 | Music recommends method, apparatus, equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810195458.5A CN108460138A (en) | 2018-03-09 | 2018-03-09 | Music recommends method, apparatus, equipment and storage medium |
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| CN108460138A true CN108460138A (en) | 2018-08-28 |
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ID=63217404
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810195458.5A Pending CN108460138A (en) | 2018-03-09 | 2018-03-09 | Music recommends method, apparatus, equipment and storage medium |
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109302684A (en) * | 2018-11-07 | 2019-02-01 | 麦片科技（深圳）有限公司 | Scene determination method, Cloud Server and the storage medium of terminal device |
| CN109522444A (en) * | 2018-11-12 | 2019-03-26 | 珠海格力电器股份有限公司 | Request processing method and device, storage medium and electronic device |
| CN109635128A (en) * | 2018-12-10 | 2019-04-16 | 北京小米移动软件有限公司 | Recommend method, apparatus, electronic equipment and the storage medium of multimedia file |
| CN111930974A (en) * | 2020-08-10 | 2020-11-13 | 北京字节跳动网络技术有限公司 | Audio and video type recommendation method, device, equipment and storage medium |
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| CN104750685A (en) * | 2013-12-25 | 2015-07-01 | 上海博泰悦臻网络技术服务有限公司 | Music recommendation method and device of vehicle-mounted system |
| CN106339504A (en) * | 2016-09-23 | 2017-01-18 | 乐视控股（北京）有限公司 | Music pushing method and apparatus |
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| US20030040904A1 (en) * | 2001-08-27 | 2003-02-27 | Nec Research Institute, Inc. | Extracting classifying data in music from an audio bitstream |
| CN104750685A (en) * | 2013-12-25 | 2015-07-01 | 上海博泰悦臻网络技术服务有限公司 | Music recommendation method and device of vehicle-mounted system |
| CN106339504A (en) * | 2016-09-23 | 2017-01-18 | 乐视控股（北京）有限公司 | Music pushing method and apparatus |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109302684A (en) * | 2018-11-07 | 2019-02-01 | 麦片科技（深圳）有限公司 | Scene determination method, Cloud Server and the storage medium of terminal device |
| CN109522444A (en) * | 2018-11-12 | 2019-03-26 | 珠海格力电器股份有限公司 | Request processing method and device, storage medium and electronic device |
| CN109522444B (en) * | 2018-11-12 | 2020-11-27 | 珠海格力电器股份有限公司 | Request processing method and device, storage medium and electronic device |
| CN109635128A (en) * | 2018-12-10 | 2019-04-16 | 北京小米移动软件有限公司 | Recommend method, apparatus, electronic equipment and the storage medium of multimedia file |
| CN111930974A (en) * | 2020-08-10 | 2020-11-13 | 北京字节跳动网络技术有限公司 | Audio and video type recommendation method, device, equipment and storage medium |
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Application publication date: 20180828 |