CN105868330A - Music recommendation method and device of internet of vehicles - Google Patents
Music recommendation method and device of internet of vehicles Download PDFInfo
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- CN105868330A CN105868330A CN201610181917.5A CN201610181917A CN105868330A CN 105868330 A CN105868330 A CN 105868330A CN 201610181917 A CN201610181917 A CN 201610181917A CN 105868330 A CN105868330 A CN 105868330A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- 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
- G06F16/635—Filtering based on additional data, e.g. user or group profiles
- G06F16/636—Filtering based on additional data, e.g. user or group profiles by using biological or physiological data
Abstract
The embedment of the invention provides a music recommendation method and device of the internet of vehicles. The music recommendation method of the internet of vehicles includes the steps that vehicle related information and user body condition information are obtained; according to the vehicle related information and the user body condition information, current state information of a user is confirmed; target music recommendation information of the internet of vehicles is determined and recommended to the user according to the current state information of the user in pre-stored music recommendation information of the internet of vehicles. Correspondingly, a music recommendation device of the internet of vehicles is further provided. According to the technical scheme, proper music is recommended to the user according to the current state of the user, the technical defect that in the prior art, music can not be recommended to the user according to the current state of the user can be effectively overcome, music is recommended to the user according to the current state of the user by means of the internet of vehicles, the music recommendation success rate is increased, the click rate of music is increased, the comfort degree of the user in a vehicle is improved, and user experience is improved.
Description
Technical field
The present embodiments relate to car networking technology field, particularly relate to the music recommendation side of a kind of car networking
Method and device.
Background technology
Along with the development of network, user increases by the way of network is entertained the most therewith, such as, pass through
Network carries out listening music, network growing, and corresponding information content constantly expands, music number and kind
Class quickly increases, and user requires a great deal of time just can find the music oneself wanted to listen to, this
The process of the most unrelated information and audition music of browsing can make the use being submerged in problem of information overload undoubtedly
Constantly running off in family, in order to solve these problems, music commending system arises at the historic moment, and music commending system is
Set up a kind of Advanced Business intelligent platform on the basis of mass data is excavated, to help music site for it
User listens to music and provides the most personalized decision support and information service.
At present, music recommends to be the Characteristic of Interest according to user and music download or broadcasting behavior, to user
Recommend information and music that user is interested, but user listens to what type of music and often works as with user
Front state in which has much relations, and the existing this music way of recommendation does not consider this factor,
Although music can be recommended to user, but relatively low to the success rate of user's recommendation, thus, reduce
Recommend the recommendation success rate of music to user, reduce the music click volume of user.
Therefore, a kind of new can be presently in state according to user and recommend the technical scheme of music to user
Urgently propose.
Summary of the invention
The embodiment of the present invention provides the music of a kind of car networking to recommend method and device, in order to solve existing skill
The state cannot being presently according to user in art or the mood of user recommend the technological deficiency of music to user.
The embodiment of the present invention provides the music of a kind of car networking to recommend method, including:
Obtain vehicle-related information and user's body condition information；
The shape that user is presently in is determined according to described vehicle-related information and described user's body condition information
State information；
In the car networking music recommendation information prestored, the state letter being presently according to described user
Breath determines target carriage networking music recommendation information and recommends user.
Correspondingly the embodiment of the present invention also provides for the music recommendation apparatus of a kind of car networking, including:
Acquisition module, is used for obtaining vehicle-related information and user's body condition information；
Determine module, for according to described vehicle-related information and described user's body condition information, determine
The status information that user is presently in；
Recommending module, for, in the car networking music recommendation information prestored, working as according to described user
Front state in which information determines target carriage networking music recommendation information and recommends user.
The technical scheme provided according to the present invention, by obtaining relevant information and the user's body situation of vehicle
Information, so that it is determined that the state that user is presently in, recommends to user according to the state that user is presently in
Music, can efficiently solve in prior art and cannot recommend to user according to the state that user is presently in
The technological deficiency of music, is presently in state by car networking according to user and recommends suitable music to user,
Add the recommendation success rate of music, add the click volume of user's music, add user in vehicle
Comfort, improve Consumer's Experience.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to reality
Execute the required accompanying drawing used in example or description of the prior art to be briefly described, it should be apparent that under,
Accompanying drawing during face describes is some embodiments of the present invention, for those of ordinary skill in the art,
On the premise of not paying creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the schematic flow sheet that in the embodiment of the present invention, the music of car networking recommends method；
Fig. 2 is the structural representation of the music recommendation apparatus of car networking in the embodiment of the present invention；
Fig. 3 is the structural representation of the music recommendation apparatus of a kind of preferably car networking in the embodiment of the present invention.
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearer, below in conjunction with this
Accompanying drawing in bright embodiment, is clearly and completely described the technical scheme in the embodiment of the present invention,
Obviously, described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based on
Embodiment in the present invention, those of ordinary skill in the art are obtained under not making creative work premise
The every other embodiment obtained, broadly falls into the scope of protection of the invention.
In currently available technology, music recommends to be the Characteristic of Interest according to user and music download or broadcasting
Behavior, recommends, to user, information and the music that user is interested, such as in the homepage of music site, and bag
The height including the time belonging to music amount, click volume, music and/or scoring is recommended to user accordingly
Music track, but user listens to the state that what type of music is often presently in user and has very
Important Relations, and the existing this music way of recommendation does not consider this factor, although can be to user
Recommend music, but the success rate but recommended to user is relatively low, thus, reduce and recommend music to user
Recommendation success rate, reduce user music click volume.
For solving above-mentioned prior art cannot recommend music according to the state that user is presently in user
Technological deficiency, embodiments provides and a kind of new can be presently in state to user according to user
Recommend the technical scheme of music.
The technical scheme that the embodiment of the present invention is provided may apply to the technical field of Vehicular automatic driving.
The embodiment of the embodiment of the present invention is described in detail below in conjunction with drawings and Examples, the most right
The embodiment of the present invention how application technology means solve technical problem and reach technology effect realize process
Can fully understand and implement according to this.
Embodiment one
Fig. 1 is the schematic flow sheet that in the embodiment of the present invention, the music of car networking recommends method, such as Fig. 1 institute
Show:
The embodiment of the present invention provides the music of a kind of car networking to recommend method, including:
Step S101: obtain vehicle-related information and user's body condition information；
The embodiment of the present invention preferably, obtains vehicle-related information, farther includes: obtain the row of vehicle
Sail information, such as, when obtaining the driving information of vehicle, GPS, RFID, sensor, shooting can be passed through
The devices such as head image procossing, obtain the relevant vehicle position information of vehicle, vehicle speed information, roadway
The vehicle-related information such as line, car status information.
Obtain user's body condition information, including the sleep state information of acquisition user, user can be passed through
The sensors such as the Intelligent bracelet worn and the first-class device of vehicle-mounted pick-up obtain, the intelligent hand that user wears
The sensors such as ring couple mutually with car-mounted computer, are obtained the palmic rate of user by Intelligent bracelet, pass through
Vehicle-mounted camera obtains the information such as the respiratory rate of user, eye motion frequency, Intelligent bracelet etc. is sensed
The user's body condition information that device and the first-class device of vehicle-mounted pick-up obtain is transferred to the centre of car-mounted computer
Reason device, central processing unit passes through the information analysis received and process, thus judges the most whether user locates
In sleep state, central processing unit obtains the sleep state information of user according to judged result.
Step S102: according to vehicle-related information and user's body condition information, determine that user is presently in
Status information；
After vehicle gets the relevant information of vehicle and user's body condition information is analyzed and processes, really
Determining the status information that user is presently in, the status information that user is presently in includes: spend holidays, go to work,
Come off duty, go on business and whether be in sleep state, also may be used when determining the status information that user is presently in
With with reference to current time.
Step S103: in the car networking music recommendation information prestored, be presently according to user
Status information determines target carriage networking music recommendation information and recommends user.
The car networking music recommendation information prestored, the mode of the music that can manually select according to user
Store, or can also be according to before user music use historical information store, user it
Front music uses historical information to include: song type, track name, singer's title, broadcasting time etc. are believed
Breath, car is networked after music recommendation information prestored by user, and user can select will the car of storage
Networking music recommendation information is uploaded to cloud server.
When user does not prestore car networking music recommendation information, vehicle can be according to the current institute of user
The status information at place, beyond the clouds in the networking of the car prestored in server music recommendation information, Xiang Yong
The state corresponding car networking music recommendation information being presently in user is recommended at family.
According to the present invention provide car networking music recommend method, by obtain vehicle relevant information and
User's body condition information, so that it is determined that the state that user is presently in, the shape being presently according to user
State recommends music to user, can efficiently solve the shape cannot being presently in prior art according to user
State recommends the technological deficiency of music to user, is presently in state by car networking according to user and pushes away to user
Recommend suitable music, add the recommendation success rate of music, add the click volume of user's music, increase
User comfort in vehicle, improves Consumer's Experience.
For step S102, the embodiment of the present invention preferably, according to vehicle-related information and user's body
Body condition information determines the status information that user is presently in, and the most also includes: pre-sets vehicle and is correlated with
Corresponding relation between the status information that information, user's body condition information and user are presently in.Vehicle
After the vehicle-related information of acquisition and user's body condition information are analyzed and process, according to setting in advance
Right between the status information that vehicle-related information, user's body condition information and the user put is presently in
Should be related to, determine the status information that user is presently in.
Determining the status information that user is presently in, for concrete example, the family of user is in A district, company
In B district, the work hours are point in the morning 9, and the quitting time is point in afternoon 17, when traffic route is from A
To B, vehicle present position is between A and B, and current time is 8 a.m. 30 points, it is possible to sentence
Disconnected user is in working state, and when traffic route is from B to A, vehicle present position is between A and B,
Current time is 17: 30 afternoon, it can be determined that user is in next state, in conjunction with obtaining vehicle
Whether traffic route, the position being presently in, speed information and current time of day can also judge user
It is in state of going on business or spend holidays.
For step S103, in the embodiment of the present invention preferably, the state being presently according to user
Information determines target carriage networking music recommendation information, the most also includes: pre-set what user was presently in
Corresponding relation between status information and target carriage networking music recommendation information.According to the state that user is different
Pre-set the car networking music recommendation information corresponding with User Status, in order in subsequent vehicle travels,
Corresponding relation between the status information current according to user and car networking music recommendation information, determines target
Car networking music recommendation information also recommends user, for concrete example: when user is in working, push away
Recommend pop music；When user is in next, it is recommended that the music loosened of releiving；User is in when spending holidays, and pushes away
Recommend the music gone with a swing, etc..
When user listens to music, user listens to what type of music also to be had the biggest with user's current mood
Relation, likes listening cheerful and light-hearted music when people are in a good humor when, likes when people feel blue when
Listen the music releived to alleviate mood, for step S101, obtain during vehicle-related information all right
Season that the Weather information in vehicular seat district, location are current and Current Temperatures, wherein, currently temperature
The information of degree includes the Current Temperatures outside Che Nei and car, when weather is good, and people in the case of pleasant Climate
Mood is often relatively good, thus consider the Weather information in vehicular seat district, location work as
Before season and during the information such as Current Temperatures, it is possible to how infer the mood of user, weather good time
Wait, temperature suitable when, the mood of people is often the most joyful when driving a vehicle smoothly, contrary mood
The poorest, when user mood is good when, it is possible to recommend some cheerful and light-hearted music, user mood to user
The when of bad, can to lead referral some music releived, the most how to judge user mood quality
It not an absolute concept, be only used as the conduct when recommending target carriage networking music recommendation information to user
One considers factor.
There is a kind of situation in embodiments of the present invention, it is simply that when user is in vehicle travel process, be in
Sleep state, this situation is applicable to user's vehicle can be in the case of automatic Pilot, such as, user's
Vehicle is intelligent vehicle, can carry out automatic Pilot according to preset program, automatically drives when user's vehicle is in
When sailing state, user just can sleep in vehicle, now, and the state being presently according to user
Information determines corresponding target carriage networking music recommendation information and recommends user, for example: work as user
When being in working, it is recommended that pop music；When user is in next, it is recommended that the music loosened of releiving；User
It is in when spending holidays, it is recommended that the music gone with a swing, when user is in sleep state, automatically recommends and broadcast
Music putting sleeping etc..
Embodiment two
Fig. 2 is the structural representation of the music recommendation apparatus of car networking in the embodiment of the present invention, and Fig. 3 is this
The structural representation of the music recommendation apparatus of a kind of preferably car networking in inventive embodiments, such as Fig. 2 and Tu
Shown in 3:
Correspondingly the embodiment of the present invention also provides for the music recommendation apparatus of a kind of car networking, including:
Acquisition module 1, is used for obtaining vehicle-related information and user's body condition information；
Determine module 2, for determining that user is current according to vehicle-related information and user's body condition information
State in which information；
Recommending module 3, in the car networking music recommendation information prestored, current according to user
State in which information determines target carriage networking music recommendation information and recommends user.
According to the present invention provide car networking music recommendation apparatus, by obtain vehicle relevant information and
User's body condition information, so that it is determined that the state that user is presently in, the shape being presently according to user
State recommends music to user, can efficiently solve the shape cannot being presently in prior art according to user
State recommends the technological deficiency of music to user, is presently in state by car networking according to user and pushes away to user
Recommend suitable music, add the recommendation success rate of music, add the click volume of user's music, increase
User comfort in vehicle, improves Consumer's Experience.
Preferably, also include that first arranges module 4, be used for pre-setting vehicle-related information, sleep shape
Corresponding relation between the status information that state information and user are presently in.
Preferably, also include that second arranges module 5, for pre-setting the state letter that user is presently in
Corresponding relation between breath and car networking music recommendation information.
Preferably, acquisition module 1, it is further used for: obtain the driving information of vehicle.
Furthermore it is preferred that acquisition module 1, it is further used for: obtain the sleep state information of user.
Fig. 2 and Fig. 3 shown device can perform the method for embodiment illustrated in fig. 1, it is achieved principle and technology
Effect is with reference to Fig. 1 and embodiment illustrated in fig. 3, and method and apparatus feature is corresponding, can be cross-referenced,
Repeat the most one by one.
Application scenarios
The application of the music recommendation method of car networking is discussed in detail below by application scenarios.
Scene one
1, by devices such as the sensors such as Intelligent bracelet, camera image process, user's body in vehicle is obtained
Body condition information, it is judged that the most whether user is in sleep state, obtains the sleep state information of user；
2, vehicle is in the process of moving, at GPS, RFID, vehicle sensors, camera image
The devices such as reason, obtain the traffic route of vehicle, the position being presently in, speed information, location
Vehicle self loop border and the status informations such as Weather information, current season, Current Temperatures, complete vehicle phase
The collection of pass information；
3, determine, according to the vehicle-related information obtained and sleep state information, the state letter that user is presently in
Breath, it is judged that user is currently at and spends holidays, goes to work, come off duty or go on business；
4, judge the state that user is presently in, push away in the car networking music recommendation information prestored
Recommend car corresponding with user's current state networking music recommendation information to user；
5, user can select to play music according to the car networking music recommendation information that vehicle is recommended, it is also possible to
Pre-set and automatically play the music that vehicle is recommended according to car networking music recommendation information.
6, when user is in sleep state, corresponding music of sleeping with user play automatically by vehicle.
Scene two
User's driving vehicle in 17: 20 afternoon is got home from company, fine outside vehicle, weather
Pleasant, the mood of user is the happiest, and now, vehicle is according to vehicle-related information and the user's obtained
Physical condition information, determines that user is now arranged in state of coming off duty, and the happy non-sleep state of user mood,
The song that ten rhythm are cheerful and light-hearted, Yong Hucong is recommended according in the car networking music recommendation information prestored
In have selected the song that four head like and play out.
Owing to distance is long and tired plus work, user, in vehicle travel process, listens easily
Music progress into sleep state, vehicle obtains after the physical condition information of user in conjunction with obtaining vehicle
Relevant information, automatically play the music being suitable for user's sleep.
In sum, the technical scheme provided according to the present invention, by obtaining relevant information and the use of vehicle
Family physical condition information, so that it is determined that the state that user is presently in, the state being presently according to user
Recommend music to user, the state cannot being presently according to user in prior art can be efficiently solved
Or the mood of user recommends the technological deficiency of music to user, it is presently in shape by car networking according to user
State recommends suitable music to user, adds the recommendation success rate of music, adds the point of user's music
The amount of hitting, adds user's comfort in vehicle, improves Consumer's Experience, and the embodiment of the present invention
The technical scheme provided may apply in the technical field of Vehicular automatic driving, and vehicle is at automatic Pilot
During user can select in vehicle sleep, when user sleeps, vehicle is according to the sleep of user
State and the relevant information of vehicle, can play music corresponding with user's current state automatically.
Device embodiment described above is only schematically, wherein said illustrates as separating component
Unit can be or may not be physically separate, the parts shown as unit can be or
Person may not be physical location, i.e. may be located at a place, or can also be distributed to multiple network
On unit.Some or all of module therein can be selected according to the actual needs to realize the present embodiment
The purpose of scheme.Those of ordinary skill in the art are not in the case of paying performing creative labour, the most permissible
Understand and implement.
Last it is noted that above example is only in order to illustrate technical scheme, rather than to it
Limit；Although the present invention being described in detail with reference to previous embodiment, the ordinary skill of this area
Personnel it is understood that the technical scheme described in foregoing embodiments still can be modified by it, or
Person carries out equivalent to wherein portion of techniques feature；And these amendments or replacement, do not make corresponding skill
The essence of art scheme departs from the spirit and scope of various embodiments of the present invention technical scheme.
Claims (10)
1. the music of a car networking recommends method, it is characterised in that including:
Obtain vehicle-related information and user's body condition information；
According to described vehicle-related information and described user's body condition information, determine the current institute of described user
The status information at place；
In the car networking music recommendation information prestored, the state letter being presently according to described user
Breath determines target carriage networking music recommendation information and recommends user.
Method the most according to claim 1, it is characterised in that according to described vehicle-related information and
Described user's body condition information determines the status information that user is presently in, and the most also includes: set in advance
Put described vehicle-related information, state letter that described user's body condition information and described user are presently in
Corresponding relation between breath.
Method the most according to claim 1, it is characterised in that be presently according to described user
Status information determines described target carriage networking music recommendation information, the most also includes: pre-set described use
Corresponding relation between status information and described target carriage networking music recommendation information that family is presently in.
Method the most according to claim 1, it is characterised in that obtain vehicle-related information, enter one
Step includes: obtain the driving information of described vehicle.
Method the most according to claim 1, it is characterised in that obtain user's body condition information,
Farther include: obtain the sleep state information of user.
6. the music recommendation apparatus of a car networking, it is characterised in that including:
Acquisition module, is used for obtaining vehicle-related information and user's body condition information；
Determine module, for according to described vehicle-related information and described user's body condition information, determine
The status information that user is presently in；
Recommending module, for, in the car networking music recommendation information prestored, working as according to described user
Front state in which information determines target carriage networking music recommendation information and recommends user.
Device the most according to claim 6, it is characterised in that also include that first arranges module, uses
In pre-setting described vehicle-related information, described user's body condition information is presently in described user
Status information between corresponding relation.
Device the most according to claim 6, it is characterised in that also include that second arranges module, uses
In pre-set status information and described target carriage networking music recommendation information that described user is presently in it
Between corresponding relation.
Device the most according to claim 6, it is characterised in that described acquisition module, uses further
In: obtain the driving information of described vehicle.
Device the most according to claim 6, it is characterised in that described acquisition module, further
For: obtain the sleep state information of user.
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| CN201610181917.5A CN105868330A (en) | 2016-03-28 | 2016-03-28 | Music recommendation method and device of internet of vehicles |
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| CN201610181917.5A CN105868330A (en) | 2016-03-28 | 2016-03-28 | Music recommendation method and device of internet of vehicles |
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| CN106897382A (en) * | 2017-01-22 | 2017-06-27 | 斑马信息科技有限公司 | The vehicle-mounted content service system of adaptability and devices and methods therefor |
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| CN107479848A (en) * | 2017-06-22 | 2017-12-15 | 深圳市金立通信设备有限公司 | Method for playing music and terminal device |
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Application publication date: 20160817 |