CN108200142A - A kind of music method for pushing and sound-box device - Google Patents

A kind of music method for pushing and sound-box device Download PDF

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Publication number
CN108200142A
CN108200142A CN201711459069.0A CN201711459069A CN108200142A CN 108200142 A CN108200142 A CN 108200142A CN 201711459069 A CN201711459069 A CN 201711459069A CN 108200142 A CN108200142 A CN 108200142A
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CN
China
Prior art keywords
music
user
request message
sound
network side
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.)
Pending
Application number
CN201711459069.0A
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Chinese (zh)
Inventor
黎永兴
黄裕佳
肖仲
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangzhou Kugou Computer Technology Co Ltd
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Guangzhou Kugou Computer Technology Co Ltd
Priority date (The priority date 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 date listed.)
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Priority to CN201711459069.0A priority Critical patent/CN108200142A/en
Publication of CN108200142A publication Critical patent/CN108200142A/en
Pending legal-status Critical Current

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/55Push-based network services
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/60Information retrieval; Database structures therefor; File system structures therefor of audio data
    • G06F16/63Querying
    • G06F16/635Filtering based on additional data, e.g. user or group profiles
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/955Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/535Tracking the activity of the user

Abstract

The present invention relates to music fields, disclose a kind of music method for pushing, application and sound-box device, including:Detect whether to be stored with the collection music of user;If the collection music of the user of storage is not detected, the first request message for recommending music is sent to network side, the first request message includes the basic parameter of sound-box device, and recommendation music is selected according to the first request message for network side;Receive the recommendation music of network side selection;The recommendation music of network side feedback is pushed to user.Embodiments of the present invention also disclose a kind of sound-box device.The music method for pushing and sound-box device that embodiment of the present invention is provided have the advantages that accomplish under any circumstance selectively to recommend music.

Description

A kind of music method for pushing and sound-box device
Technical field
The present invention relates to music field, more particularly to a kind of music method for pushing and sound-box device.
Background technology
With the fast development of the portable music player devices such as mobile phone, it is also more and more convenient that people listen to music.Existing Life in, the most-often used channel for listening to music of people is exactly various music player softwares, and these musics are soft Part also can recommend music to user.But due to the abundant in content and wide variety of music, and the hobby of music user have it is more Kind various difference, it is desirable to which it is more difficult to recommend client their music liked.Existing music method for pushing, can root According to the music that user collects, it is pushed to user's music same or similar with the music type of collection.
However, it was found by the inventors of the present invention that when user does not collect music, existing music method for pushing does not just have Selection gist, can not accomplish selectively to recommend music.
Invention content
Embodiment of the present invention is designed to provide a kind of music method for pushing and sound-box device, under any circumstance all It can accomplish selectively to recommend music.
In order to solve the above technical problems, embodiments of the present invention provide a kind of music method for pushing, applied to speaker Equipment comprises the steps of:
Detect whether to be stored with the collection music of user;If the collection music of the user of storage is not detected, to network Side sends the first request message for recommending music, and the first request message includes the basic parameter of sound-box device, for network side It is selected to recommend music according to the first request message;Receive the recommendation music of network side selection;Network side feedback is pushed to user Recommend music.
Embodiments of the present invention additionally provide a kind of sound-box device, including:At least one processor;And at least The memory of one processor communication connection;Wherein, memory is stored with the instruction that can be performed by least one processor, instruction It is performed by least one processor, so that at least one processor is able to carry out above-mentioned music method for pushing.
Embodiments of the present invention additionally provide a kind of computer readable storage medium, are stored with computer program, calculate Machine program realizes above-mentioned music method for pushing when being executed by processor.
In terms of existing technologies, before music is recommended in selection, can detect sound-box device is embodiment of the present invention The no collection music for being stored with user, when the collection music for not detecting user, sound-box device can send to network side and push away The first request message of music is recommended, the first request message includes stereo set basic parameter, and network side can obtain first please The basic parameter of the sound-box device in message is sought, and suitable corresponding speaker is selected to set in music libraries according to these basic parameters The music that the suitable sound-box device for sending request message plays is sent to corresponding sound by the standby music played Case equipment;Sound-box device will recommend music to recommend user after recommendation music is received.When not collecting music, with speaker The basic parameter of equipment is foundation, selects the music that the sound-box device is suitble to play as recommendation music so that do not have in user Collect music when, can also accomplish selectively to recommend music, guarantee be pushed to user recommendation music be conditions present under most Suitable recommendation music.
In addition, the basic parameter of sound-box device, specifically includes one below or its arbitrary combination:The hardware letter of microphone device Breath, the power information of sound-box device, the material information of sound-box device, the usage scenario of sound-box device.According to the hard of microphone device In part information, the power information of sound-box device, the material information of sound-box device, the usage scenario of sound-box device these basic parameters The arbitrary combination of any one or more, the music that play quality is best on the sound-box device can be selected in music libraries Type, so as to which the music of the type be selected selectively to recommend suitable music as music is recommended to user, ensure push Recommendation music to user is most suitable recommendation music under conditions present.
In addition, request message carries parameter identification number;The correspondence of parameter identification number and the basic parameter of sound-box device, It is stored in network side.The correspondence of parameter identification number and the basic parameter of sound-box device is stored in network side, in request message Parameter identification number only need to be carried, network side can obtain the parameter information of sound-box device so that the parameter information of sound-box device It obtains easier.
In addition, before sending the first request message for recommending music to network side, further include:Whether judge the first request message For the request message sent for the first time;If the first request message is the request message sent for the first time, performs to network side and send the One request message;If the first request message is not the request message sent for the first time, the first request message, which further includes, passes through user To the user that the reaction of each music type obtains to the acceptance of each music type when listening to music, for network side according to sound The basic parameter of case equipment and user recommend music to the acceptance selection of each music type.Recommend being sent to network side Before first request message of music, judge whether the first request message is the request message sent for the first time, be judged as sending out for the first time When sending request message, perform to network side and send the first request message, the basic ginseng of sound-box device is included in the first request message Number, it is ensured that when no other recommend music and user does not collect music as basis, pushed to user according to speaker The recommendation music of equipment basic parameters selection;When it is not to send for the first time to judge request message, warp-wise user pushes away before representing Recommendation music is passed through, then the reaction to each music type music when listening to music according to user is further included in the first request message The user of acquisition includes receiving of the user to each music type to the acceptance of each music type, the first request message Degree, network side recommend reference data during music more in selection so that choose and be pushed to the recommendation music of user more Meet the hobby of client.
In addition, obtaining user to the acceptance of each music type, specifically include:During music is played, detection Whether user has carried out currently playing music deleting or cutting song operation;If detecting, user carries out currently playing music Song operation is deleted or cut, then reduces acceptance of the user to the music type belonging to currently playing music;If it is not detected User has carried out currently playing music to delete or cut song operation, then improves user to the music belonging to currently playing music The acceptance of type.According to user to the reaction identification user of music to the acceptance of each music type, the size of acceptance Show height of the user to the musical taste degree of the type, can select to recommend music as the reference factor of music is recommended.
If in addition, detecting the collection music for being stored with user, send to recommend the second of music to ask to network side Message is sought, the second request message includes the collection music of user, and network side selects to recommend music according to the second request message.If It detects the collection music for being stored with user, then the second request message for recommending music, the second request message is sent to network side In include the collection music of user, network side can obtain the collection of user therein after the second request message is received Music, and music is recommended according to the collection the selection of music of user, music is recommended according to the collection the selection of music of user, can make to push away The hobby that music is more in line with user is recommended, promotes acceptance of the user to recommendation music.
In addition, the second request message further includes acceptance of the user to each music type, for network side according to user's It collects music and user and music is recommended to the acceptance selection of each music type.Second request message includes user to each The acceptance of a music type when network side selects to recommend music according to the second request message, has increased user newly to each sound The alternative condition of the acceptance of happy type can cause the recommendation music of selection to be more in line with the hobby of user, further carry Rise acceptance of the user to recommendation music.
Description of the drawings
One or more embodiments are illustrated by the picture in corresponding attached drawing, these exemplary theorys The bright restriction not formed to embodiment, the element for having same reference numbers label in attached drawing are expressed as similar element, remove Non- have a special statement, and composition does not limit the figure in attached drawing.
Fig. 1 is the flow chart of a kind of music method for pushing provided according to first embodiment of the invention;
Fig. 2 is the flow chart of a kind of music method for pushing provided according to second embodiment of the invention;
Fig. 3 is the structure diagram of a kind of sound-box device provided according to third embodiment of the invention.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to each reality of the present invention The mode of applying is explained in detail.However, it will be understood by those skilled in the art that in each embodiment of the present invention, Many technical details are proposed in order to which reader is made to more fully understand the present invention.But even if without these technical details and base In the various changes and modifications of following embodiment, claimed technical solution of the invention can also be realized.
The first embodiment of the present invention is related to a kind of music method for pushing, applied to sound-box device, idiographic flow such as Fig. 1 It is shown, including:
Step S101:Detect whether to be stored with the collection music of user, when the collection music for detecting storage user, Perform step S102;When detecting the collection music for not storing user, step S103 is performed.
Specifically, sound-box device can detect whether user has collection music in sound-box device, when there is collection music, To collect music as reference data, the music similar to collection music type is selected to recommend user as recommendation music, when not having When having the collection music for detecting user, then step S103 is performed.
Step S102:Music is recommended to user according to collection music.
Collection music is the music that user more likes, and sound-box device can be to collect music as reference data, selection and receipts The similar music of music type is hidden as music is recommended to recommend user, music is recommended to have good user's acceptance.
Step S103:The first request message for recommending music is sent to network side.
When sound-box device does not detect the collection music of user, then sound-box device can be sent to network side recommends music The first request message.First request message includes the basic parameter of stereo set, and network side is receiving sound-box device hair After the first request message sent, the basic parameter of the sound-box device in the request message can be obtained.Specifically, request message The parameter identification number for the sound-box device for sending solicited message is carried, parameter identification number is the distinctive label of sound-box device, each The parameter identification number of platform sound-box device is all unique.And in network side, each parameter identification number with its corresponding to Sound-box device basic parameter one-to-one correspondence store, network side, can after the request message that sound-box device is sent out is received To look for the basic parameter of the sound-box device for storage of being corresponding to it according to wherein entrained parameter identification number, so as to according to sound The basic parameters selection of case equipment goes out the preferable music type of result of broadcast on the sound-box device, using the music of the type as Music is recommended to feed back to sound-box device.It is understood that above only for the acquisition methods of sound-box device basic parameter A kind of citing is not the restriction of the method for the basic parameter that sound-box device is obtained for network side, in practical applications, may be used also The methods of to use basic parameter to the network side for for example directly transmitting sound-box device, is realized, herein without illustrating one by one.
Further, the basic parameter of sound-box device specifically includes the power of the hardware information of microphone device, sound-box device It is one or more in information, the material information of sound-box device, the usage scenario of sound-box device, use these parameters, network side The music type that result of broadcast is best on the sound-box device can be selected, for example, working as front court according to usage scenario selection The music for being most suitable for playing under scape can have, and recommend the more active music such as rock genre in a noisy environment, in peace and quiet Environment in recommend more pure and fresh music etc., so as to select the recommendation music being more easily accepted by a user.
Step S104:Receive the recommendation music of network side selection.
In this step, after network side recommends music according to the basic parameters selection of sound-box device is complete in step s 103, Music can will be recommended to feed back to sound-box device, sound-box device receives the recommendation music that these feedbacks are come.
Step S105:The recommendation music of network side feedback is pushed to user.
In this step, sound-box device is the recommendation music received from network side to the recommendation music that user pushes.
Compared with prior art, a kind of music method for pushing that embodiments of the present invention provide, by before push It carries out user and collects the detection that music whether there is, and according to different testing results using different music method for pushing, in user When not collecting music, request message is sent to network side, the essential information of sound-box device is sent to network side, network side can It selects to recommend music, so as to when user does not collect music, can also accomplish with the essential information according to these sound-box devices Music is recommended in the selection for having foundation so that the music of recommendation can more be received by user.
Second embodiment of the present invention is related to a kind of music method for pushing.Present embodiment is in first embodiment On the basis of be further improved, specifically the improvement is that:In the present embodiment, recommendation music is being sent to network side Before before first request message, whether meeting decision request message is to send for the first time, if it is determined that being to send for the first time for request message, then Only the first request message comprising sound-box device basic parameter is sent to network side, if not sending for the first time, is then sent comprising sound Case equipment basic parameter and user are to the first request message of the acceptance of each music type to network side.As shown in Fig. 2, packet It includes:
Step S201:Detect whether to be stored with the collection music of user, when the collection music for detecting storage user, Step S202 is performed, when detecting the collection music for not storing user, performs step S203.
Step S202:The second request message for recommending music is sent to network side.
Specifically, in the music for detecting user's collection, sound-box device can be sent to network side recommends the second of music Request message, the music and user that the user's collection detected is included in the second request message connect each music type It is spent.
Further, user specifically includes the determination method of the acceptance of each music type:Music is played in user When, it either deletes currently playing music if judging whether user switches and detects switching or delete currently playing music, If user in the playing process of music actively switches or delete currently playing music, show user for currently playing Music degree of liking it is relatively low, then reduce the acceptance of the affiliated music type of currently playing music.If user is in music mistake Cheng Zhong, there is no active switch over or delete operation, but completely hear out entire music, show user for currently broadcasting The music degree of liking put is higher, then improves the acceptance of the affiliated music type of currently playing music.Each music type is initial Be provided with identical user's acceptance, the user's acceptance if some music type be reduced to the first pre-determined threshold hereinafter, if table Bright user is very low for the degree of liking of the music of the type, then network side reduces when music is recommended in selection and recommends to be somebody's turn to do in music The accounting of the music of type;If the user's acceptance of some music type is promoted to more than the second pre-determined threshold, show user Very high for the degree of liking of the music of the type, then network side increases when music is recommended in selection and recommends the type in music The accounting of music.It is understood that cut song or delete operation that above-mentioned user carries out are only to obtain user to each music class The part reference of the acceptance of type, can also be collection, repeatedly listens to and pull in the operations such as blacklist, this also user to currently broadcasting The reaction for the music put, can serve as in present embodiment obtain user for the acceptance of each music type reference because Element in practical applications, can be selected, herein without enumerating according to actual needs.
More preferably, after determining user for the acceptance of each types of music, can according to the magnitude relationship of acceptance, Accounting of the music of each type in music is recommended is adjusted, it is corresponding with the magnitude relationship of acceptance.For example, tri- kinds of A, B, C The acceptance of types of music is respectively 2,5,8, then it is 2 to adjust its accounting in music is recommended:5:8.
Step S203:Judge whether the first request message is to send for the first time, if the first request message be send for the first time please Message is sought, then performs step S204, if the first request message is not the request message sent for the first time, performs step S205.
In this step, whether sound-box device is that the request message sent for the first time judges to the first request message, can Recommend music to determine whether to push for user for the first time, it is possible to determine that with the presence or absence of receiving of the user to each music type Degree.
Step S204:The first request message of sound-box device basic parameter is only included to network side transmission.
Specifically, request message of first request message for transmission for the first time, then without user to each music type Acceptance as reference, the basic parameter of sound-box device is only included in the first request message.
Step S205:The first request message comprising user to each music type acceptance is sent to network side.
Specifically, if not the music of push recommendation for the first time, shows that user has and listens to music using sound-box device, then may be used , for playing the reaction of music, acceptance of the user for each music type is obtained, in the first request message according to user Acceptance of the user to each music type is further included, then the first request user to the acceptance of each music type will be included After message is sent to network side, network side can have more parameters to select to recommend music so that the recommendation music of selection is more Add the hobby for meeting user, user is for the acceptance higher of recommendation music.
Step S206:Receive the recommendation music of network side selection.
Step S207:The recommendation music of network side feedback is pushed to user
Since step S104 and S105 be substantially in step S206 in present embodiment and step S207 and first embodiment It is identical, it is intended to the recommendation music that network side is chosen according to request message is received, and the recommendation music received is pushed to user, Details are not described herein again.
Compared with prior art, the music method for pushing that embodiment of the present invention provides, in the collection sound for detecting user When happy, the second request message is sent to network side, the collection music comprising user and user are to each sound in the second request message The acceptance of happy type, network side can be according to the collection music and user of user to the acceptance of each music type, selection Recommend music, determine the favorite music type of user, ensure that it is the music type that user likes to recommend music type, is promoted and used The usage experience at family.Meanwhile before the first request message is sent to network side, determine whether to send to user for the first time and ask Message, when it is not to send request message for the first time to detect, the first request message further includes user to each music type Acceptance when user does not collect music, adds in user and the acceptance of each music type is used as with reference to factor, Ke Yibao Card also can guarantee that the recommendation music of selection meets the hobby of user, promote user when no user collects music as reference Usage experience.
The step of various methods divide above, be intended merely to describe it is clear, when realization can be merged into a step or Certain steps are split, are decomposed into multiple steps, as long as comprising identical logical relation, all in the protection domain of this patent It is interior;To inessential modification is either added in algorithm in flow or introduces inessential design, but do not change its algorithm Core design with flow is all in the protection domain of the patent.
Third embodiment of the invention is related to a kind of sound-box device, as shown in figure 3, including:At least one processor 301; And the memory 302 with the communication connection of at least one processor 301;Wherein, be stored with can be at least one for memory 302 The instruction that processor 301 performs, instructs and is performed by least one processor 301, so that at least one processor 301 is able to carry out Such as the control method of above-mentioned sound-box device.
Wherein, memory 302 is connected with processor 301 using bus mode, and bus can include any number of interconnection Bus and bridge, bus one or more processors 301 and the various of memory 302 are electrically connected to together.Bus may be used also The various other of such as peripheral equipment, voltage-stablizer and management circuit or the like to be electrically connected to together, these are all It is known in the art, therefore, it will not be further described herein.Bus interface provides between bus and transceiver Interface.Transceiver can be an element or multiple element, such as multiple receivers and transmitter, provide for The unit to communicate on transmission medium with various other devices.Through processor 301 handle data by antenna on the radio medium It is transmitted, further, antenna also receives data and transfers data to processor 301.
Processor 301 is responsible for bus and common processing, can also provide various functions, and including timing, periphery connects Mouthful, voltage adjusting, power management and other control functions.And memory 302 can be used for storage processor 301 and perform Used data during operation.
Four embodiment of the invention is related to a kind of computer readable storage medium, is stored with computer program.Computer Above method embodiment is realized when program is executed by processor.
That is, it will be understood by those skilled in the art that all or part of the steps of the method in the foregoing embodiments are can be with Relevant hardware is instructed to complete by program, which is stored in a storage medium, including some instructions making It obtains an equipment (can be microcontroller, chip etc.) or processor (processor) performs each embodiment method of the application All or part of step.And aforementioned storage medium includes:USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey The medium of sequence code.
It will be understood by those skilled in the art that the respective embodiments described above are to realize specific embodiments of the present invention, And in practical applications, can to it, various changes can be made in the form and details, without departing from the spirit and scope of the present invention.

Claims (10)

1. a kind of music method for pushing, which is characterized in that applied to sound-box device, including:
Detect whether to be stored with the collection music of user;
If the collection music of the user of storage is not detected, send to recommend the first of music to ask to disappear to network side Breath, first request message include the basic parameter of the sound-box device, are pushed away for network side according to the selection of the first request message Recommend music;
Receive the recommendation music of the network side selection;
The recommendation music of the network side feedback is pushed to user.
2. music method for pushing according to claim 1, which is characterized in that the basic parameter of the sound-box device, specifically Including one below or its arbitrary combination:
The hardware information of microphone device, the power information of sound-box device, the material information of sound-box device, sound-box device use field Scape.
3. music method for pushing according to claim 1, which is characterized in that first request message carries parameter identification Number;
The correspondence of the parameter identification number and the basic parameter of sound-box device is stored in the network side.
4. music method for pushing according to any one of claim 1 to 3, which is characterized in that described to be sent to network side Before the first request message for recommending music, further include:
Judge whether first request message is the request message sent for the first time;
If first request message is the request message sent for the first time, perform described to network side transmission first request Message;
If first request message is not the request message sent for the first time, first request message is further included by described The user that the reaction of each music type music obtains supplies the acceptance of each music type when user listens to music The network side pushes away the acceptance selection of each music type according to the basic parameter and the user of the sound-box device Recommend music.
5. music method for pushing according to claim 4, which is characterized in that obtain the user to each music type Acceptance specifically includes:
During music is played, detect whether the user has carried out currently playing music deleting or cutting song operation;
If detecting, the user has carried out currently playing music to delete or cut song operation, reduces the user to current The acceptance of music type belonging to the music of broadcasting;
If the user is not detected currently playing music has been carried out to delete or cut song operation, the user is improved to working as The acceptance of music type belonging to the music of preceding broadcasting.
6. music method for pushing according to any one of claim 1 to 3, which is characterized in that further include:
If detecting the collection music for being stored with the user, send to recommend the second of music to ask to disappear to network side Breath, second request message include the collection music of user, and network side selects to recommend sound according to second request message It is happy.
7. music method for pushing according to claim 6, which is characterized in that second request message further includes the use Family is to the acceptance of each music type, for the network side according to the collection music and the user of the user to each Music is recommended in the acceptance selection of music type.
8. music method for pushing according to claim 7, which is characterized in that obtain the user to each music type Acceptance specifically includes:
During music is played, detect whether the user has carried out currently playing music deleting or cutting song operation;
If detecting, the user has carried out currently playing music to delete or cut song operation, reduces the user to current The acceptance of music type belonging to the music of broadcasting;
If the user is not detected currently playing music has been carried out to delete or cut song operation, the user is improved to working as The acceptance of music type belonging to the music of preceding broadcasting.
9. a kind of sound-box device, which is characterized in that including:
At least one processor;And
The memory being connect at least one processor communication;Wherein,
The memory is stored with the instruction that can be performed by least one processor, and described instruction is by least one place It manages device to perform, so that at least one processor is able to carry out the music push side as described in any in claim 1 to 8 Method.
10. a kind of computer readable storage medium, is stored with computer program, which is characterized in that the computer program is located Reason device realizes music method for pushing described in any item of the claim 1 to 8 when performing.
CN201711459069.0A 2017-12-28 2017-12-28 A kind of music method for pushing and sound-box device Pending CN108200142A (en)

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CN109299317A (en) * 2018-11-12 2019-02-01 百度在线网络技术(北京)有限公司 Method, apparatus, storage medium and the terminal device that musical works is recommended
CN113139122A (en) * 2020-01-20 2021-07-20 阿里巴巴集团控股有限公司 Information recommendation method, system and equipment

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Application publication date: 20180622