CN106649502A

CN106649502A - Intelligent vehicle-mounted multimedia system and method for active push service and function

Info

Publication number: CN106649502A
Application number: CN201610886687.2A
Authority: CN
Inventors: 徐永龙
Original assignee: Kasangde Electronic Technology (yangzhou) Co Ltd
Current assignee: Kasangde Electronic Technology (yangzhou) Co Ltd
Priority date: 2016-10-12
Filing date: 2016-10-12
Publication date: 2017-05-10

Abstract

The invention discloses an intelligent vehicle-mounted multimedia system and method for active push service and function. The system comprises a user vehicle-mounted host machine, a function and service push cloud platform based on large data technology and a cloud access mechanism. The user vehicle-mounted host machine comprises a human-machine interface, a behavior collection and service reception client, a positioning module, a sensor module, a vehicle-mounted network module, an application program module, a communication module, and a host machine setting module. The behavior collection and service reception client comprises an application program interface, a mobile equipment internet interface, a user behavior collection module, a function and service processing module, a client registration and log-in module and a vehicle-mounted host machine categorization tree module. According to the intelligent vehicle-mounted multimedia system and the method for active push service and function, the application programs in the behavior collection and service reception client, and the behavior of the user of the vehicle-mounted host machine recorded and registered in the user behavior collection module, the functions and the service cloud platform are used for extracting the user habit of the user in different situations. Based on the extracted user habit, when certain situations reappear, the system can display images suiting the situation, generate functions and services matching with or associated with the situation, and push the functions and services to the user for selection.

Description

A kind of active push service and the Intelligent vehicle-mounted multimedia system and method for function

Technical field

The present invention relates to vehicle-mounted multimedia terminal and big data technical field, more particularly to based on big data analysis and in advance The vehicle mounted multimedia field of information system of survey, specifically refers to the intelligent vehicle-carried multimedia messages of a kind of active push service and function System.

Background technology

Vehicle-mounted multimedia terminal in the market（Abbreviation car-mounted terminal or on-vehicle host）Can only provide " request-response " The passive service pattern of formula, lacking drive to go on a journey to user required service and function carries out automatic sensing, is autonomously generated, actively pushes away The function of sending, its man-machine interface often provides only a small amount of fixed personalized adjustment, application that such as memory last time is used and Related parameter (such as the last radio station listened, last navigation purpose ground etc.), it is impossible to provide and habit is used according to user Used, application scenarios are adaptively adjusted service and the function of man-machine interface or active push user hope, such as birthday greetings, startup Desired certain application program of user simultaneously represents the performance that user expects.

The development of mobile communication technology, especially 3G/4G's becomes increasingly popular and price human-orientedization, increasing vehicle-mounted master Machine has the function of mobile Internet access, meanwhile, mobile Internet and big data technology（Statistical analysis, data mining, depth Practise）Also obtain significant progress for a period of time recently so that solve the problems, such as that above-mentioned becoming can using these technologies Energy.

The content of the invention

It is an object of the invention to provide a kind of active push service and Intelligent vehicle-mounted multimedia system and the work of function Method.

Indication user behavior of the present invention refers to that user uses all particular procedures of on-vehicle host, including using setting mould Block, using the process of various application programs, including application program module, sensor assembly, locating module, In-vehicle networking module fortune The data that row is produced, also including the geographical position of vehicle travels, speed, road information during this；Indication user of the present invention draws It seem the personal information for referring to user and related personnel（Including the age, sex, industry, position, job site, home location, With the relation of related personnel）, preference categories, and on-vehicle host, the automobile relevant information of user（Including brand, model, vehicle frame Number/mark ID）, related personnel include its kinsfolk, friend and colleague；Indication user custom of the present invention is referred to from its user's row The custom of the use on-vehicle host extracted based on big data technology in（Certain listened to the radio on road as gone to work every morning Channel）, each user custom one specific scene of correspondence, a specific scene can correspond to multiple users and be accustomed to；This The preference categories of bright indication user refer to from userspersonal information, user custom, even third party provide data-speculative love Good classification（Music or sports enthusiast, gourmet, star fan in this way）, including the field of its subdivision hobby（Such as classical music, table tennis Pang ball, river taste gourmet, the star fan of certain famous person）；The services package that indication of the present invention is pushed includes row correlation and/or user's sense The event of interest, topic or news（Such as at festivals or holidays, circulate a notice of the situation of tourist attraction, including admission ticket, jam situation）；This The function that bright indication is pushed includes one or more functions with special parameter for the on-vehicle host application program specified.

The Intelligent vehicle-mounted multimedia system of active push service of the present invention and function includes user's on-vehicle host（With Family car-mounted terminal）, function based on big data technology pushes cloud platform, accesses high in the clouds mechanism with service.The vehicle-mounted master of the user Machine includes man-machine interface（HMI）, behavior collection with service receive client, locating module, sensor assembly, In-vehicle networking mould Block, application program module, communication module, main frame setup module.The application program module includes Tachographs, ADAS moulds Block, tire pressure monitoring module, radio receiver module, audio/video player, navigation application module, phone module, weather application module, sky Gas purifier module.The behavior collection receives client with service to be included application programming interfaces, mobile device interconnecting interface, uses Family behavior acquisition module, function and service processing module, client registers log-in module, on-vehicle host classification tree module.

The function based on big data technology pushes cloud platform with service includes that extraneous interface module, high in the clouds data are located in advance Reason module, high in the clouds registration log-in module, database management module, user portrait and be accustomed to storehouse, user behavior data storehouse, service with Function pushing module, analysis mining and prediction module, user behavior scene library, additional information load-on module, map and traffic letter Breath storehouse, external information AM access module.

The on-vehicle host classification tree module includes an on-vehicle host classification tree, and the node of its ground floor has opsition dependent to draw Point main frame group, divide by sex main frame group, main frame group grouped by sector, the age-based main frame group for dividing, draw by position The main frame group for dividing, the main frame group divided by automobile brand.

The present invention gathers the application programming interfaces and user behavior that receive client with service and gathers mould by the behavior The user behavior of the on-vehicle host of block record registration, user is extracted in different scenes by the analysis mining and prediction module Use habit, and accordingly when special scenes occur again, system " can recall the past memories ", by the analysis mining and prediction Module is generated and matched with the special scenes or the function that is associated and service, and by the service and function pushing module and The function is pushed to user's selection with service processing module, and such as in user's birthday, happy birthday to congratulate user；Go to work in the morning Automatic user love is listened on road wireless certain channel or certain program.

The present invention is drawing a portrait and is being accustomed in storehouse and the user behavior data storehouse to certain specified register user to the user The data of other users carry out statistical analysis according to the main frame heap sort of the on-vehicle host classification tree, such as with user's the same year Age section and/or near the user and/or it is of the same trade with the user and/or with the user with sex and/or with the same duty of the user Position and/or with the user with other users of automobile brand user behavior and/or custom, by its statistics by show And/or the mode of voice broadcast presents to the user, the behavior from other users and/or custom for the user.Additionally, may be used also This statistics is associated according to the correlation rules such as scene, hobby and the user, by its result by display and/or language The mode that sound is reported presents to the user, the behavior from other users and/or custom for the user.

The present invention collects the user behavior of user by big data technology, including the user that provides of integrated third party and its Its relevant information, the use habit of analysis, excavation and prediction user in different scenes, thus it is speculated that user preferences, sets up user's portrait, And accordingly when special scenes occur again, system " can recall the past memories ", function and the service of correlation are actively generated, and be pushed to User selects, and the vehicle-mounted multimedia terminal for thoroughly changing in the market can only provide the passive service mould of " request-response " formula Formula, make system proposed by the present invention become user drive go on a journey, information with amusement intelligent assistant.

Another beneficial benefit of the present invention is, except being actively generated based on user's portrait, being made by system drive With custom, the function of user behavior and service and be pushed to user for user selection beyond, can with by user's driving pass through people Machine interface is filed a request, system passive response, there is provided supplied based on user's portrait, use habit, the function of user behavior and service User selects.

The technical scheme is that：

The present invention provides the Intelligent vehicle-mounted multimedia system of a kind of active push service and function, including user's on-vehicle host（With Family car-mounted terminal）, function based on big data technology pushes cloud platform, accesses high in the clouds mechanism with service, it is characterised in that it is described Each user's on-vehicle host has a unique mark ID.

The function based on big data technology pushes cloud platform with service includes that extraneous interface module, high in the clouds data are located in advance Reason module, high in the clouds registration log-in module, database management module, user portrait and be accustomed to storehouse, user behavior data storehouse, service with Function pushing module, analysis mining and prediction module, user behavior scene library, additional information load-on module, map and traffic letter Breath storehouse, external information AM access module, it is characterised in that：

1) user's portrait and custom storehouse are also including mark ID of user's on-vehicle host；

2) the user behavior scene library defines surrounding scene when user uses on-vehicle host, it by including place, the date, when Between, holiday, weather, in-car outer air quality, car internal and external temperature, periphery streetscape, human fatigue state, including traffic dependent event Some attributes determining, the date property determines month, season, working day, weekend, significant date（Such as bend primary Day）, the time attribute determines the morning, noon, afternoon, evening, night, the holiday attribute determine public festivals or holidays, winter vacation, Summer vacation, the site attribute include the working upper and lower Ban Lu in road it is upper, on expressway, on urban road, on road in the city outside, drive a vehicle it is all Side, centre of the city, certain point of interest nearby, in residential quarter, in tourist attraction, the traffic dependent event attribute includes blocking up, Normal enforcement, traffic accident, the Weather property includes rainy, fine day, cloudy day, snows；

3) the external information AM access module includes accessing Third party system, internet data data mining duty, for extracting or supplementing User's portrait information needed and/or user behavior data；

4) the additional information load-on module provides additional information（Such as advertisement, notice）And its loading rule, it is loaded into generation On personalized function and service, it is pushed to specifically by the extraneous interface module with function pushing module for the service Family（On-vehicle host）；

5) database management module is drawn a portrait and is accustomed to storehouse, user behavior data for system manager to the user Storehouse, user behavior scene library are managed, including reading, modification, statistical function and visualization function.

User's on-vehicle host includes man-machine interface（HMI）, behavior collection with service receive client, locating module, Sensor assembly, In-vehicle networking module, communication module, application program module, main frame setup module, it is characterised in that：

1) man-machine interface（HMI）Including information output and input, voice broadcast and speech understanding function, for aobvious to user Show and/or report behavior collection and receive function and the service that client is received with service, for user by instruction input and/ Or voice command is selecting；Except non-emergent function and service, preferred report opportunity is user during normal driving；Such as Fruit is driving over crossing or by the In-vehicle networking by the locating module and map and transport information storehouse discovery user Module finds user in brake hard, just suspends or delay to report；

2) man-machine interface（HMI）Also include selecting the main frame heap sort or its combination of the on-vehicle host classification tree for user Function；

3) locating module, sensor assembly, In-vehicle networking module, communication module constitute the infrastructure service of the on-vehicle host Module, receives client and is supplied to the application program module to use by behavior collection and service；

4) sensor assembly includes driver fatigue monitoring sensor, in-car outer air mass sensor, car internal and external temperature Sensor.

The behavior collection receives client with service includes application programming interfaces, mobile device interconnecting interface, Yong Huhang For acquisition module, function and service processing module, client registers log-in module, on-vehicle host classification tree module, its feature exists In：

1) application programming interfaces include user behavior acquisition protocols, infrastructure service module communication agreement, the user behavior Acquisition protocols include defined user behavior data item or field, and the infrastructure service module communication agreement also includes accessing base The encryption of plinth service module and/or authentication mechanism；

2) the mobile device interconnecting interface includes the user behavior acquisition protocols, for accessing the mobile device of the user, Mobile phone, bracelet including the user, intelligent watch, panel computer；

3) the user behavior acquisition module by the user behavior acquisition protocols of the application programming interfaces from the application journey Sequence module obtains user behavior data；

4) the user behavior acquisition module is obtained or mended by the user behavior acquisition protocols of the mobile device interconnecting interface Fill user's representation data；

5) the user behavior acquisition module also includes data prediction function, and the user behavior data to gathering carries out necessary Pretreatment（Such as data cleansing, arrangement, conversion, compression）, then the function is uploaded to by the communication module and is pushed away with service Send the user behavior data storehouse of cloud platform.

The application program module includes that Tachographs, ADAS modules, tire pressure monitoring module, radio receiver module, sound are regarded Frequency player, navigation application module, phone module, weather application module, air purifier module, the ADAS modules include car Away from track monitor and keep function；Each application program is only had and gathered by the behavior and service answering for reception client The infrastructure service that the infrastructure service module is provided could be obtained with the infrastructure service module communication agreement of routine interface.

The on-vehicle host classification tree module includes an on-vehicle host classification tree, and the node of its ground floor has opsition dependent to draw Point main frame group, divide by sex main frame group, main frame group grouped by sector, the age-based main frame group for dividing, draw by position Point main frame group, the main frame group that divides by automobile brand, it is characterised in that two of the on-vehicle host classification tree and/or many Individual node（Especially leaf node）Can also be combined to form different on-vehicle host combination groups, the such as main frame of the nigh male sex Group.

The main frame group that the opsition dependent is divided include neighbouring main frame group, non-main frame group nearby, with area main frame group, differently Area main frame group, somewhere main frame group, domestic main frame group, state outdoor main unit group, certain national main frame group.

The main frame group divided by sex includes male sex main frame group, women main frame group.

The main frame group grouped by sector includes main frame group of the same trade, different industries main frame group, certain industry main frame group.

The main frame group of the age-based division includes same age bracket main frame group, different age group main frame group, more than user's year Age main frame group, less than age of user main frame group, the elderly main frame group, a middle-aged person main frame group, young man main frame group, certain age bracket master A group of planes.

The main frame group divided by position includes same position group main frame group, different position group main frame group, higher than user's duty Position main frame group, less than user position main frame group, senior executive position main frame group, middle level position main frame group, basic unit position main frame group, certain duty Hyte main frame group.

The main frame group divided by automobile brand include same automobile brand main frame group, different automobile brand main frame group, certain Automobile brand main frame group.

Certain automobile brand main frame group includes same automobile model main frame group, different automobile model main frame groups, certain automobile type Number main frame group.

The present invention proposes a kind of method for obtaining user's portrait and use habit, it is characterised in that:

1) user of user's on-vehicle host by the behavior gather with service receive client client registers log-in module, The communication module, access high in the clouds mechanism push the high in the clouds registration log-in module of cloud platform in the function and service（It is logical Cross the extraneous interface module）Upper registration, is input into the personal information of user and related personnel, sets up its user's portrait, knot Fruit writes user's portrait and is accustomed to storehouse；The information of relevant user on-vehicle host is provided by the main frame setup module or used Family manually enters, and the information of relevant user automobile is provided by the In-vehicle networking module or user manually enters；Registration process In, user must at least be input into the information of required item in user's portrait；

2) register user receives client registers log-in module, the institute of client by the behavior collection of its on-vehicle host and service State the high in the clouds registration log-in module that communication module, access high in the clouds mechanism push cloud platform in the function and service（Pass through The extraneous interface module）On log in；

3) register user uses the described various application programs of its on-vehicle host, including using the main frame setup module；

4) application programming interfaces and user behavior acquisition module that the behavior collection receives client with service record the car The user behavior of main frame is carried, including the operation of the application program module, sensor assembly, locating module, In-vehicle networking module is produced Raw data, including the geographical position, speed, the lane information that are provided by the locating module, these data are through by described User behavior acquisition module is carried out after described data prediction, by the communication module, access high in the clouds mechanism, described Function is pre- with the high in the clouds data that the extraneous interface module that service pushes cloud platform is uploaded to the function with service pushes cloud platform Processing module, carries out being stored in the user behavior after necessary pretreatment (such as data cleansing, arrangement, conversion, compression) again Database；

5) the external information AM access module that the function pushes cloud platform with service includes accessing Third party system, internet data Data mining duty, is on the one hand provided or supplement user's portrait institute with matching for prediction module by the analysis mining with refining Need information to draw a portrait to the user and be accustomed to storehouse, on the other hand obtained from third party by the high in the clouds data preprocessing module and used Family behavioral data gives the user behavior data storehouse；

6) to each register user, the function pushes the analysis mining and prediction module of cloud platform with service, according to the use Family behavior scene library, user portrait and it is accustomed to storehouse, using big data technology by the map and the data in transport information storehouse Matched, merged, being excavated, being counted with the data of the user in the user behavior data storehouse, deep learning, improve the user User's portrait, refine user's custom of the user, store the result into user portrait and be accustomed to storehouse；

7) method of above-mentioned acquisition user portrait and use habit be one with the user behavior scene library, user's portrait and Custom storehouse, user behavior data storehouse continuous accurate, perfect and completely iterate, constantly accurate, perfect and complete process； The big data analytical technology that the analysis mining is used with prediction module（Including deep learning）Accurate, imperfection can be processed And/or incomplete data.

User behavior data storehouse is high-volume database, including non-structured data, preferentially using it is distributed, support big number According to data base management system be managed.

The present invention propose a kind of surrounding scene for generating on-vehicle host and match with the scene or the function that is associated with The method for servicing and being pushed to user's selection, it is characterised in that:

1) registered users start user's on-vehicle host and gather the client with service reception client by the behavior End registration log-in module, communication module, access high in the clouds mechanism push the high in the clouds registration of cloud platform in the function and service Log-in module（By the extraneous interface module）On log in；

2) the current surrounding scene of user's on-vehicle host is determined by the user behavior acquisition module：By the positioning mould Block provides place, date, temporal information, Weather information is provided by the weather application module, by the air purifier module It is tired by the in-car outer temperature information of sensor assembly offer, user or the sensor assembly provides in-car outer air quality Labor state, by the ADAS modules and/or Tachographs periphery streetscape is provided, and these part of its periphery scene informations are by the use Family behavior acquisition module, communication module, access high in the clouds mechanism, the extraneous interface module pass to the analysis mining with Prediction module, the periphery field for obtaining remaining or supplementing is provided from the map and transport information storehouse, external information AM access module Scape information, including weather, holiday, category of roads and title, place, traffic dependent event, and pushed away with function by the service Module, extraneous interface module, access high in the clouds mechanism, communication module is sent to pass to the function and service processing module, if necessary User is showed by the man-machine interface；

3) function and service processing module are by the current surrounding scene of user's on-vehicle host of above-mentioned acquisition（It is not necessarily smart It is accurate, perfect and complete）The analysis is passed to by communication module, access high in the clouds mechanism, the extraneous interface module to dig Pick and prediction module, and matched or associated, the field for matching or being successfully associated with the scene in the user behavior scene library Scape has the property value of a matching degree, and when matching completely, matching degree is 1, and when part matches, matching degree is less than 1；If no Any matching or the scene for associating are found, from step 5）Start；

4) the corresponding user's custom of scene called the matching or be successfully associated is drawn a portrait and is accustomed in storehouse from the user（Matching User custom）, and the size order according to matching degree is supplied to the analysis mining with prediction mould as weight or priority Block, considers if necessary the additional information that the additional information load-on module is provided（Such as advertisement, notice）And its loading rule, generate The one or more functions for matching with the current surrounding scene or being associated and service, preferred way is by matching User is accustomed to directly as the function of matching or be associated and service；

5) according to the current surrounding scene, storehouse, user behavior scene library, map and friendship are drawn a portrait and are accustomed to based on the user Logical information bank, user behavior data storehouse, the analysis mining is predicted with prediction module, generates and is based on the current periphery The one or more functions that scene speculates and service, including the conjectural function of happiness according to user and service；

6) it is described service with function pushing module by the extraneous interface module, access high in the clouds mechanism, communication module will be described Matching and/or supposition function and service, pass to the function and service processing module, are pushed by the man-machine interface Select to user；

7) above-mentioned process is by system drive in addition to actively being initiated to complete, can be being carried by man-machine interface by user's driving Go out request, system to respond to complete;The big data analytical technology that the analysis mining is used with prediction module（Including depth Practise）Accurate, imperfection and/or incomplete data can be processed.

The present invention propose a kind of main frame heap sort according to the on-vehicle host classification tree generate the user behavior of other users and The method that user is accustomed to and is pushed to user's selection, it is characterised in that:

1) to certain specified register user, selected by the vehicle-mounted of on-vehicle host classification tree module offer by the man-machine interface The main frame heap sort of main frame classification tree or its combination, such as with the user different age group main frame group, and/or not near the user Main frame group, and/or with the user different industries main frame group, and/or with the user different sexes main frame group, and/or with the user Different position main frame groups, and/or automobile brand main frame group different from the user, and/or automobile model main frame different from the user Group；

2) the main frame heap sort for selecting or its combination are gathered by the behavior and receive client, communication module, access with service High in the clouds mechanism, extraneous interface module pass to the analysis mining and prediction module, the user is drawn a portrait by it and is accustomed to storehouse, The data of the other users in the user behavior data storehouse carry out statistical analysis according to selected main frame heap sort or its combination, Obtain corresponding user behavior, user's custom and its statistics：

A) by the service and function pushing module, extraneous interface module, access high in the clouds mechanism, communication module by this analysis result Be pushed to behavior collection with service receive client function and service processing module, for the man-machine interface by show and/ Or the mode of voice broadcast presents to the user, the behavior from other users and/or custom for the user；

B) by the analysis mining and prediction module to this analysis result according to scene, hobby correlation rule and the user hobby And/or current scene is associated, by the service and function pushing module, extraneous interface module, access high in the clouds mechanism, communication This association results is pushed to behavior collection and receives the function and service processing module of client with service by module, for described man-machine The user is presented in interface by way of display and/or voice broadcast, the behavior from other users and/or habit for the user It is used.

The invention has the beneficial effects as follows, the present invention collects the user behavior of user, including integrated third party by big data technology The user of offer and other relevant informations, the use habit of analysis, excavation and prediction user in different scenes, thus it is speculated that Yong Huxi It is good, user's portrait is set up, and accordingly when special scenes occur again, system " can recall the past memories ", actively generate the work(of correlation With service, and user's selection can be pushed to, the vehicle-mounted multimedia terminal for thoroughly changing in the market can only provide " request-ring Should " the passive service pattern of formula, make system proposed by the present invention become user drive to go on a journey, the intelligent assistant of information and amusement.

Finally, system proposed by the present invention is an open system, As time goes on, the user behavior scene Storehouse, on-vehicle host classification tree meeting constantly improve, user's portrait and custom storehouse are with the constantly improve in user behavior data storehouse Completely iterate and also tend to constantly improve and complete so that the continuous autonomous learning of whole system, self evolve and tended to It is kind.

Description of the drawings

Below in conjunction with drawings and Examples, the present invention is further illustrated, in accompanying drawing：

Fig. 1 is the composition schematic diagram of the Intelligent vehicle-mounted multimedia system of active push service proposed by the present invention and function.

Fig. 2 is on-vehicle host proposed by the present invention（User's car-mounted terminal）Composition schematic diagram.

Fig. 3 is the composition schematic diagram that the behavior collection of on-vehicle host proposed by the present invention and service receive client.

Fig. 4 is the composition schematic diagram of the application program module of on-vehicle host proposed by the present invention.

Fig. 5 is the composition schematic diagram that the function based on big data technology proposed by the present invention and service push cloud platform.

Fig. 6 is the on-vehicle host classification tree in on-vehicle host classification tree module proposed by the present invention（Part）Topological frame Structure schematic diagram.

Fig. 7 is the topological structure schematic diagram of the main frame group that the opsition dependent of on-vehicle host classification tree proposed by the present invention is divided.

Fig. 8 is the topological structure schematic diagram of the main frame group of the age-based division of on-vehicle host classification tree proposed by the present invention.

Fig. 9 is the topological structure schematic diagram of the main frame group divided by position of on-vehicle host classification tree proposed by the present invention.

In figure：

1 accesses high in the clouds mechanism；2 user's on-vehicle hosts；3 functions based on big data technology push cloud platform with service.

21 man-machine interfaces（HMI）；22 behaviors are gathered and receive client with service；23 locating modules；24 sensor assemblies； 25 In-vehicle networking modules；26 application program modules；27 communication modules；28 main frame setup modules.

221 application programming interfaces；222 mobile device interconnecting interfaces；223 user behavior acquisition modules；224 functions and service Processing module；225 client registers log-in modules；226 on-vehicle host classification tree modules.

261 weather application modules；262 phone modules；263 navigation application modules；264 audio/video players；265 radios Module；266 Tachographs；267 ADAS modules；268 tire pressure monitoring modules；269 air purifier modules.

31 extraneous interface modules；32 high in the clouds data preprocessing modules；Register log-in module in 33 high in the clouds；34 data base administration moulds Block；35 users draw a portrait and custom storehouse；36 user behavior data storehouses；37 services and function pushing module；38 analysis minings and prediction Module；39 user behavior scene libraries；3a additional information load-on modules；3b maps and transport information storehouse；3c external informations access mould Block.

2260 on-vehicle host classification trees；The 2261 main frame groups for pressing automobile brand division；2262 main frame groups grouped by sector； The 2263 age-based main frame groups for dividing；The 2264 main frame groups divided by position；The main frame group that 2265 opsition dependents are divided；2266 press The main frame group that sex is divided；2267 with automobile brand main frame group；2268 different automobile brand main frame groups；2269 certain automobile brand masters A group of planes；226a difference automobile model main frame groups；226b automobile model main frame groups；226c is with automobile model main frame group；226d female Property main frame group；226e male sex main frame group；226f different industries main frame groups；226g industry main frame groups；226h same industry main frames Group；The non-main frame groups nearby of 226i；Main frame group near 226j；226k country main frame group；226l states outdoor main unit group；226m states Family main frame group；226n somewheres main frame group；226o is with area main frame group；226p different regions main frame group；226q is higher than user Position main frame group；226r is with position group main frame group；226s middle levels position main frame group；226t is less than user position main frame group； 226u difference position group main frame groups；226v basic units position main frame group；226w position group main frame groups；226x senior executive position master A group of planes；226A different age group main frame groups；226B is with age bracket main frame group；226C the elderly main frame group；226D a middle-aged person's main frame Group；226E is less than age of user main frame group；226F young man main frame group；226G age bracket main frame groups；226H is more than user's year Age main frame group.

Specific embodiment

Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation is described.Obviously, described embodiment is only a part of embodiment of the invention, rather than the embodiment of whole.It is based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made Embodiment, belongs to the scope of protection of the invention.

Shown in Fig. 1 is the Intelligent vehicle-mounted multimedia system of active push service proposed by the present invention and function, including is used Family on-vehicle host（User's car-mounted terminal）2nd, the function based on big data technology pushes cloud platform 3, accesses high in the clouds mechanism with service 1, described each user's on-vehicle host 2 has a unique mark ID, and access high in the clouds mechanism 1 is carried by mobile operator For.

Shown in Fig. 5 is that the function based on big data technology pushes cloud platform 3, including extraneous interface module with service 31st, high in the clouds data preprocessing module 32, high in the clouds registration log-in module 33, database management module 34, user portrait and custom storehouse 35th, user behavior data storehouse 36, service and function pushing module 37, analysis mining and prediction module 38, user behavior scene library 39th, additional information load-on module 3a, map and transport information storehouse 3b, external information AM access module 3c；It is characterized in that：

1) user's portrait and custom storehouse 35 are also including mark ID of user's on-vehicle host 2；

2) the user behavior scene library 39 defines user using surrounding scene during on-vehicle host 2, and it is by including place, day Phase, time, holiday, weather, in-car outer air quality, car internal and external temperature, periphery streetscape, human fatigue state, traffic correlation thing Part determines that the date property determines month, season, working day, weekend, significant date in interior some attributes（Such as Double 11 shopping sections）, the time attribute determines the morning, noon, afternoon, evening, night, and the holiday attribute determines that public section is false Day, winter vacation, summer vacation, the site attribute includes road on the upper and lower Ban Lu in working road, on expressway, on urban road, outside city Upper, driving periphery, centre of the city, certain point of interest nearby, in residential quarter, in tourist attraction, the traffic dependent event attribute Including traffic congestion, normal enforcement, traffic accident, the Weather property includes rainy, fine day, cloudy day, snows；

3) the external information AM access module 3c includes accessing Third party system, internet data data mining duty, for extracting or mending Fill user's portrait information needed and/or user behavior data；

4) the additional information load-on module 3a provides additional information（Such as advertisement, notice）And its loading rule, it is loaded into generation Personalized function with service on, for it is described service with function pushing module 37 spy is pushed to by the extraneous interface module 31 Fixed user（On-vehicle host）；

5) database management module 34 is drawn a portrait and is accustomed to storehouse 35, user behavior number for system manager to the user It is managed according to storehouse 36, user behavior scene library 39, including reading, modification, statistical function and visualization function.

Shown in Fig. 2 is user's on-vehicle host 2, including man-machine interface 21, behavior is gathered and service receives client 22nd, locating module 23, sensor assembly 24, In-vehicle networking module 25, communication module 27, application program module 26, main frame are arranged Module 28, it is characterised in that：

1) man-machine interface 21 includes information output and input, voice broadcast and speech understanding function, for showing to user And/or report behavior collection and receive function and the service that client is received with service, for user by instruction input and/or Voice command is selecting；Except non-emergent function and service, preferred report opportunity is user during normal driving；If Find that user is driving over crossing or by the vehicle-mounted net by the locating module 23 and map and transport information storehouse 3b Network module 25 finds user in brake hard, just suspends or delay to report；

2) man-machine interface 21 also includes selecting main frame heap sort or its group of the on-vehicle host classification tree 2260 for user The function of conjunction；

3) locating module 23, sensor assembly 24, In-vehicle networking module 25, communication module 27 constitute the base of on-vehicle host 2 Plinth service module, receives client 22 and is supplied to the application program module 26 to use by behavior collection and service；

4) sensor assembly 24 includes driver fatigue monitoring sensor, in-car outer air mass sensor, in-car outer temperature Degree sensor.

Shown in Fig. 3 is that the behavior collection receives client 22 with service, including application programming interfaces 221, movement set Standby interconnecting interface 222, user behavior acquisition module 223, function and service processing module 224, client registers log-in module 225, on-vehicle host classification tree module 226, it is characterised in that：

1) application programming interfaces 221 include user behavior acquisition protocols, infrastructure service module communication agreement, user's row Include defined user behavior data item or field for acquisition protocols, the infrastructure service module communication agreement also includes accessing The encryption of infrastructure service module and/or authentication mechanism；

2) the mobile device interconnecting interface 222 includes the user behavior acquisition protocols, and the movement for accessing the user sets It is standby, including mobile phone, bracelet, intelligent watch, the panel computer of the user；

3) the user behavior acquisition module 223 by the user behavior acquisition protocols of the application programming interfaces 221 from described Application program module 26 obtains user behavior data；

4) the user behavior acquisition module 223 is obtained by the user behavior acquisition protocols of the mobile device interconnecting interface 222 Take or supplement user's representation data；

5) the user behavior acquisition module 223 also includes data prediction function, and the user behavior data to gathering is carried out must The pretreatment wanted（Such as data cleansing, arrangement, conversion, compression）, then by the communication module 27 be uploaded to the function with Service pushes the user behavior data storehouse 36 of cloud platform 3.

Shown in Fig. 4 is the application program module 26, including Tachographs 266, ADAS modules 267, tire pressure monitoring Module 268, radio receiver module 265, audio/video player 264, navigation application module 263, phone module 262, weather application mould Block 261, air purifier module 269；The ADAS modules 267 include spacing and track monitoring and keep function；It is described respectively The infrastructure service module for only gathering the application programming interfaces 221 for receiving client 22 with service by the behavior with program is led to News agreement could obtain the infrastructure service that the infrastructure service module is provided.

The on-vehicle host classification tree module 226 includes an on-vehicle host classification tree 2260（As shown in Figure 6）, as one Individual case study on implementation, the node of its ground floor has the main frame group 2265 that opsition dependent divides, the main frame group 2266 that divides by sex, by row Main frame group 2262 that industry is divided, the age-based main frame group 2263 for dividing, the main frame group 2264 divided by position, draw by automobile brand The main frame group 2261 for dividing, it is characterised in that two and/or multiple nodes of the on-vehicle host classification tree（Especially leaf node） Can also be combined to form different on-vehicle host combination groups, such as the main frame group of women senior executive's position.

Shown in Fig. 7 is the main frame group 2265 that the opsition dependent is divided, including neighbouring main frame group 226j, non-main frame group nearby 226i, same area main frame group 226o, different regions main frame group 226p, somewhere main frame group 226n, domestic main frame group 226k, foreign countries Main frame group 226l, certain national main frame group 226m.

The main frame group 2266 divided by sex（As shown in Figure 6）Including male sex main frame group 226e, women main frame group 226d。

The main frame group 2262 grouped by sector（As shown in Figure 6）Including main frame group 226h of the same trade, different rows owner Group of planes 226f, certain industry main frame group 226g.

Shown in Fig. 8 is the main frame group 2263 of the age-based division, including same age bracket main frame group 226B, all ages and classes Section main frame group 226A, more than age of user main frame group 226H, less than age of user main frame group 226E, the elderly main frame group 226C, A middle-aged person main frame group 226D, young man main frame group 226F, certain age bracket main frame group 226G.

Shown in Fig. 9 is the main frame group 2264 divided by position, including same position group main frame group 226r, different positions Group main frame group 226u, higher than user position main frame group 226q, less than user position main frame group 226t, senior executive position main frame group 226x, middle level position main frame group 226s, basic unit position main frame group 226v, certain position group main frame group 226w.

The main frame group 2261 divided by automobile brand（As shown in Figure 6）Including same automobile brand main frame group 2267, no With automobile brand main frame group 2268, certain automobile brand main frame group 2269.

Described certain automobile brand main frame group 2269（As shown in Figure 6）Including same automobile model main frame group 226c, different automobiles Model main frame group 226a, certain automobile model main frame group 226b.

The present invention proposes a kind of method for obtaining user's portrait and use habit:

1) user of user's on-vehicle host 2 gathers the client registers for receiving client 22 with service and logs in mould by the behavior Block 225, the communication module 27, access high in the clouds mechanism 1 are stepped in the high in the clouds registration that the function and service push cloud platform 3 Land module 33（By the extraneous interface module 31）Upper registration, is input into the personal information of user and related personnel, sets up Its user's portrait, as a result writes user's portrait and is accustomed to storehouse 35；The information of relevant user on-vehicle host 2 is set by the main frame Put that module 28 is provided or user manually enters, the information of relevant user automobile is provided or used by the In-vehicle networking module 25 Family manually enters；In registration process, user must at least be input into the information of required item in user's portrait；

2) register user receives the client registers log-in module of client 22 by the behavior collection of its on-vehicle host 2 and service 225th, the communication module 27, access high in the clouds mechanism 1 are logged in the high in the clouds registration that the function and service push cloud platform 3 Module 33（By the extraneous interface module 31）On log in；

3) register user uses the described various application programs of its on-vehicle host 2, including using the main frame setup module 28；

4) behavior gathers the application programming interfaces 221 and user behavior acquisition module 223 for receiving client 22 with service and remembers Record the user behavior of the on-vehicle host 2, including it is the application program module 26, sensor assembly 24, locating module 23, vehicle-mounted The data that the operation of mixed-media network modules mixed-media 25 is produced, including the geographical position, speed, the lane information that are provided by the locating module 23, this A little data after through being carried out described data prediction by the user behavior acquisition module 223, by the communication module 27th, the extraneous interface module 31 that the access high in the clouds mechanism 1, function pushes cloud platform 3 with service is uploaded to the function With service push cloud platform 3 high in the clouds data preprocessing module 32, carry out again necessary pretreatment (as data cleansing, arrangement, Conversion, compression) after be stored in the user behavior data storehouse 36；

5) the external information AM access module 3c that the function pushes cloud platform 3 with service includes accessing Third party system, internet Data mining capability, is on the one hand provided or the supplement user with matching for prediction module 38 by the analysis mining with refining Portrait information needed is drawn a portrait to the user and is accustomed to storehouse 35, on the other hand by the high in the clouds data preprocessing module 32 from the Tripartite obtains user behavior data to the user behavior data storehouse 36；

6) to each register user, the function pushes the analysis mining and prediction module 38 of cloud platform 3 with service, according to described User behavior scene library 39, user portrait and it is accustomed to storehouse 35, using big data technology by the map and transport information storehouse The data of 3b are matched, merged, being excavated, being counted with the data of the user in the user behavior data storehouse 36, deep learning, The user's portrait for improving the user is, the user's custom for refining the user, stores the result into user portrait and be accustomed to storehouse 35；

7) method of above-mentioned acquisition user portrait and use habit is one as the user behavior scene library 39, user is drawn a portrait And custom storehouse 35, user behavior data storehouse 36 continuous accurate, perfect and completely iterate, it is constantly accurate, perfect and complete Process；The big data analytical technology that the analysis mining is used with prediction module 38（Including deep learning）Can process not smart Accurate, imperfection and/or incomplete data.

User behavior data storehouse 36 is high-volume database, including non-structured data, preferentially using it is distributed, support big The data base management system of data is managed.

The present invention propose a kind of surrounding scene for generating on-vehicle host 2 and match with the scene or the function that is associated with The method for servicing and being pushed to user's selection:

1) registered users start user's on-vehicle host 2 and gather the visitor with service reception client 22 by the behavior Family end registration log-in module 225, communication module 27, access high in the clouds mechanism 1 push cloud platform 3 in the function with service Register log-in module 33 in high in the clouds（By the extraneous interface module 31）On log in；

2) the current surrounding scene of user's on-vehicle host 2 is determined by the user behavior acquisition module 223：By described fixed Position module 23 provides place, date, temporal information, and by the weather application module 261 Weather information is provided, net by the air Changing the sensor assembly 24 of device module 269 or described provides in-car outer air quality, is provided outside in-car by the sensor assembly 24 Temperature information, human fatigue state, provide periphery streetscape, these portions by the ADAS modules 267 and/or Tachographs 266 Divide surrounding scene information by the user behavior acquisition module 223, communication module 27, the access high in the clouds mechanism 1, external world Interface module 31 passes to the analysis mining and prediction module 38, connects from the map and transport information storehouse 3b, external information Enter module 3c provide obtain remaining or supplement surrounding scene information, including weather, holiday, category of roads and title, place, Traffic dependent event, and by the service and function pushing module 37, extraneous interface module 31, access high in the clouds mechanism 1, communication Module 27 passes to the function and service processing module 224, and as necessary by the man-machine interface 21 user is showed；

3) function and service processing module 224 are by the current surrounding scene of user's on-vehicle host 2 of above-mentioned acquisition（Differ It is fixed accurate, perfect and complete）Institute is passed to by communication module 27, access high in the clouds mechanism 1, the extraneous interface module 31 State analysis mining and prediction module 38, and matched or associated with the scene in the user behavior scene library 39, matching or The scene being successfully associated has the property value of a matching degree, and when matching completely, matching degree is 1, and when part matches, matching degree is less than 1；If any matching or the scene for associating are not found, from step 5）Start；

4) the corresponding user's custom of scene called the matching or be successfully associated is drawn a portrait and is accustomed in storehouse 35 from the user（ The user's custom matched somebody with somebody）, and the size order according to matching degree is supplied to the analysis mining with prediction as weight or priority Module 38, considers if necessary the additional information that the additional information load-on module 3a is provided（Such as advertisement, notice）And its loading rule Then, the one or more functions and service for matching with the current surrounding scene or being associated are generated, preferred way is The user of matching is accustomed to directly as the function of matching or be associated and service；

5) according to the current surrounding scene, storehouse 35, user behavior scene library 39, map are drawn a portrait and are accustomed to based on the user With transport information storehouse 3b, user behavior data storehouse 36, the analysis mining is predicted with prediction module 38, generates based on described The one or more functions that current surrounding scene speculates and service, including the conjectural function of happiness according to user and service；

6) service and function pushing module 37 are by the extraneous interface module 31, access high in the clouds mechanism 1, communication module 27 By the matching and/or supposition function and service, the function and service processing module 224 are passed to, by the people Machine interface 21 is pushed to user's selection；

7) above-mentioned process is by system drive in addition to actively being initiated to complete, can be being carried by man-machine interface by user's driving Go out request, system to respond to complete;The big data analytical technology that the analysis mining is used with prediction module 38（Including depth Study）Accurate, imperfection and/or incomplete data can be processed.

The present invention proposes that a kind of main frame heap sort according to the on-vehicle host classification tree 2260 generates the use of other users The method that family behavior and user are accustomed to and are pushed to user's selection:

1) to certain specified register user, select to be provided by the on-vehicle host classification tree module 226 by the man-machine interface 21 On-vehicle host classification tree 2260 main frame heap sort or its combination, such as young man's main frame group 226F, and/or with area main frame group 226o, and/or certain industry main frame group 226g, and/or women main frame group 226d, and/or senior executive position main frame group 226x, and/or With certain automobile brand main frame group 2269, and/or with certain automobile model main frame group 226b；

2) select main frame heap sort or its combination by the behavior gather with service reception client 22, communication module 27, Access high in the clouds mechanism 1, extraneous interface module 31 and pass to the analysis mining and prediction module 38, user is drawn a portrait by it And the data of the other users in custom storehouse 35, the user behavior data storehouse 36 are according to selected main frame heap sort or its combination Statistical analysis is carried out, corresponding user behavior, user's custom and its statistics is obtained：

A) by the service and function pushing module 37, extraneous interface module 31, access high in the clouds mechanism 1, communication module 27 by this Analysis result is pushed to behavior collection and receives the function and service processing module 224 of client 22 with service, for the man-machine boundary The user is presented in face 21 by way of display and/or voice broadcast, the behavior from other users and/or habit for the user It is used；

B) by the analysis mining and prediction module 38 to this analysis result according to scene, hobby correlation rule and the user happiness Good and/or current scene is associated, by the service and function pushing module 37, extraneous interface module 31, access high in the clouds machine This association results is pushed to behavior collection and receives the function and service processing mould of client 22 with service by system 1, communication module 27 Block 224, the user is presented to for the man-machine interface 21 by way of display and/or voice broadcast, and for the user it is selected The behavior of his user and/or custom.

System of the present invention includes according to the case of current scene, the function that user's portrait is generated and/or service：

1) in user's birthday, happy birthday to congratulate user；

2) in the morning automatic user love is listened on working road wireless certain channel or certain program；

3) preference information of user's portrait shows that the user likes certain singer, then can speculate that the user likes that the singer's is new Song, the anecdote that original meaning understands the singer or the product represented or sports items, the song for liking the similar style of other singers；

4) as user is just driving, in certain area, just have the corresponding event of preference information, the famous person of user's portrait in this area Birthplace or dependent event or activity；

5) music liked user or song provide the information of depth, and with the sensor assembly 24 result of broadcast is understood, must When wanting, recommend suitable preferably source of sound and car audio system.

It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie In the case of spirit or essential attributes without departing substantially from the present invention, the present invention can be in other specific forms realized.Therefore, no matter From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by appended power Profit is required rather than described above is limited, it is intended that all in the implication and scope of the equivalency of claim by falling Change is included in the present invention.Any reference in claim should not be considered as and limit involved claim.

Moreover, it will be appreciated that although this specification is been described by according to embodiment, not each embodiment is only wrapped Containing an independent technical scheme, this narrating mode of specification is only that for clarity those skilled in the art should Using specification as an entirety, the technical scheme in each embodiment can also Jing it is appropriately combined, form those skilled in the art Understandable other embodiment.

Claims

1. a kind of Intelligent vehicle-mounted multimedia system of active push service and function, including user's on-vehicle host, based on big data The function of technology pushes cloud platform with service, it is characterised in that the user profile of the on-vehicle host of the system acquisition registration and User behavior, pushes cloud platform and extracts user's portrait and in the use habit of different scenes by the function and service, and Occur or in user's request in special scenes accordingly, cloud platform generation is pushed by the function and service and is drawn based on user Picture, use habit, the personalized function of user behavior and service, are pushed to user's on-vehicle host and select for user.

2. the Intelligent vehicle-mounted multimedia system of active push service according to claim 1 and function, it is characterised in that institute State the function based on big data technology to push cloud platform including user's portrait with service and be accustomed to storehouse, user behavior data storehouse, clothes Business and function pushing module, analysis mining and prediction module, user behavior scene library, the user behavior scene library defines user Using surrounding scene during on-vehicle host, it is by including place, date, time, holiday, weather, in-car outer air quality, in-car Outer temperature, periphery streetscape, human fatigue state, traffic dependent event determine in interior some attributes.

3. the Intelligent vehicle-mounted multimedia system of active push service according to claim 1 and function, it is characterised in that institute State the function based on big data technology and push cloud platform also including external information AM access module with service.

4. the Intelligent vehicle-mounted multimedia system of active push service according to claim 1 and function, it is characterised in that institute Stating function based on big data technology and pushing cloud platform with service also includes additional information load-on module, it provide additional information and Its loading rule, is loaded on the personalized function and service generated by the analysis mining and prediction module.

5. the Intelligent vehicle-mounted multimedia system of active push service according to claim 1 and function, it is characterised in that institute State user's on-vehicle host and receive client, application program module with service including man-machine interface, behavior collection.

6. the Intelligent vehicle-mounted multimedia system of active push service according to claim 1 and function, it is characterised in that institute Stating user's on-vehicle host also includes locating module, sensor assembly, In-vehicle networking module, communication module, and they constitute the car The infrastructure service module of main frame is carried, client is received by behavior collection and service and is supplied to the application program module to make With.

7. user's on-vehicle host according to claim 5, it is characterised in that the behavior collection receives client with service Including application programming interfaces, mobile device interconnecting interface, user behavior acquisition module, function and service processing module, vehicle-mounted master Machine classification tree module；The mobile device interconnecting interface includes the user behavior acquisition protocols, for the movement of accessing user Equipment, obtains or supplements user's representation data；The on-vehicle host classification tree module includes an on-vehicle host classification tree, described Two of on-vehicle host classification tree and/or multiple nodes can also be combined to form on-vehicle host combination group.

8. the Intelligent vehicle-mounted multimedia system described in a kind of claim 1 obtains the method for work of user's portrait and use habit, It is characterized in that:

1）The user of user's on-vehicle host by the behavior gather with service receive client client registers log-in module, The communication module, access high in the clouds mechanism, the extraneous interface module push the cloud of cloud platform in the function and service Register in end registration log-in module, be input into the personal information of user and related personnel, set up its user's portrait, as a result write User's portrait and custom storehouse；The information of relevant user on-vehicle host is provided or user's craft by the main frame setup module Input, the information of relevant user automobile is provided by the In-vehicle networking module or user manually enters；In registration process, user The information of required item in user's portrait must be at least input into；

2）Register user receives client registers log-in module, the institute of client by the behavior collection of its on-vehicle host and service State the high in the clouds that communication module, access high in the clouds mechanism, the extraneous interface module push cloud platform in the function and service Log in registration log-in module；

3）Register user uses the described various application programs of its on-vehicle host, including using the main frame setup module；

4）The application programming interfaces and user behavior acquisition module that the behavior collection receives client with service record the car The user behavior of main frame is carried, including the operation of the application program module, sensor assembly, locating module, In-vehicle networking module is produced Raw data, including the geographical position, speed, the lane information that are provided by the locating module, these data are through by described User behavior acquisition module is carried out after described data prediction, by the communication module, access high in the clouds mechanism, described Function is pre- with the high in the clouds data that the extraneous interface module that service pushes cloud platform is uploaded to the function with service pushes cloud platform Processing module, carries out being stored in the user behavior data storehouse after necessary pretreatment again；

5）The external information AM access module that the function pushes cloud platform with service includes accessing Third party system, internet data Data mining duty, is on the one hand provided or supplement user's portrait institute with matching for prediction module by the analysis mining with refining Need information to draw a portrait to the user and be accustomed to storehouse, on the other hand obtained from third party by the high in the clouds data preprocessing module and used Family behavioral data gives the user behavior data storehouse；

6）To each register user, the function pushes the analysis mining and prediction module of cloud platform with service, according to the use Family behavior scene library, user portrait and it is accustomed to storehouse, using big data technology by the map and the data in transport information storehouse Matched, merged, being excavated, being counted with the data of the user in the user behavior data storehouse, deep learning, improve the user User's portrait, refine user's custom of the user, store the result into user portrait and be accustomed to storehouse；

7）The method of above-mentioned acquisition user portrait and use habit be one with the user behavior scene library, user's portrait and Custom storehouse, user behavior data storehouse continuous accurate, perfect and completely iterate, constantly accurate, perfect and complete process； The analysis mining and the big data analytical technology that prediction module is used can process not precisely, imperfection and/or incomplete Data.

9. a kind of Intelligent vehicle-mounted multimedia system described in claim 1 generate on-vehicle host surrounding scene and with the scene phase Matching or associated function with service and be pushed to the method for work of user's selection, it is characterised in that:

1）Registered users start user's on-vehicle host and gather the client with service reception client by the behavior End registration log-in module, communication module, access high in the clouds mechanism, the extraneous interface module are pushed in the function with service Log in the high in the clouds registration log-in module of cloud platform；

2）The current surrounding scene of user's on-vehicle host is determined by the user behavior acquisition module：By the positioning mould Block provides place, date, temporal information, Weather information is provided by the weather application module, by the air purifier module It is tired by the in-car outer temperature information of sensor assembly offer, user or the sensor assembly provides in-car outer air quality Labor state, by the ADAS modules and/or Tachographs periphery streetscape is provided, and these part of its periphery scene informations are by the use Family behavior acquisition module, communication module, access high in the clouds mechanism, the extraneous interface module pass to the analysis mining with Prediction module, the periphery field for obtaining remaining or supplementing is provided from the map and transport information storehouse, external information AM access module Scape information, including weather, holiday, category of roads and title, place, traffic dependent event, and pushed away with function by the service Module, extraneous interface module, access high in the clouds mechanism, communication module is sent to pass to the function and service processing module, if necessary User is showed by the man-machine interface；

3）The function is with service processing module by the current surrounding scene of user's on-vehicle host of above-mentioned acquisition by communication Module, access high in the clouds mechanism, the extraneous interface module pass to the analysis mining and prediction module, and with the use Scene in family behavior scene library is matched or associated, and the scene for matching or being successfully associated has the property value of a matching degree, When matching completely, matching degree is 1, and when part matches, matching degree is less than 1；If not finding any matching or the field for associating Scape, from step 5）Start；

4）The corresponding user's custom of the scene matching called in storehouse or is successfully associated is drawn a portrait and be accustomed to from the user, is obtained User's custom of matching, and the size order according to matching degree is supplied to the analysis mining with prediction as weight or priority Module, considers if necessary the additional information and its loading rule of the additional information load-on module offer, generates current with described Surrounding scene match or the one or more functions that are associated and service, preferred way be will matching user's custom it is straight Connect as the function of matching or be associated and service；

5）According to the current surrounding scene, storehouse, user behavior scene library, map and friendship are drawn a portrait and are accustomed to based on the user Logical information bank, user behavior data storehouse, the analysis mining is predicted with prediction module, generates and is based on the current periphery The one or more functions that scene speculates and service, including the conjectural function of happiness according to user and service；

6）It is described service with function pushing module by the extraneous interface module, access high in the clouds mechanism, communication module will be described Matching and/or supposition function and service, pass to the function and service processing module, are pushed by the man-machine interface Select to user；

7）Above-mentioned process, can be being carried in addition to actively initiating to complete by system drive by user's driving by man-machine interface Go out request, system to respond to complete;The analysis mining can process not smart with the big data analytical technology that prediction module is used Accurate, imperfection and/or incomplete data.

10. the Intelligent vehicle-mounted multimedia system described in a kind of claim 1 divides according to the main frame group of the on-vehicle host classification tree Class generates the user behavior of other users and user is accustomed to and is pushed to the method for work of user's selection, it is characterised in that:

1）To certain specified register user, selected by the vehicle-mounted of on-vehicle host classification tree module offer by the man-machine interface The main frame heap sort of main frame classification tree or its combination；

2）The main frame heap sort of selection or its combination are gathered by the behavior and receive client, communication module, access with service High in the clouds mechanism, extraneous interface module pass to the analysis mining and prediction module, the user is drawn a portrait by it and is accustomed to storehouse, The data of the other users in the user behavior data storehouse carry out statistical analysis according to selected main frame heap sort or its combination, Obtain corresponding user behavior, user's custom and its statistics：

A) this is analyzed into knot with function pushing module, extraneous interface module, access high in the clouds mechanism, communication module by the service Fruit is pushed to behavior collection and receives the function and service processing module of client with service, for the man-machine interface by showing And/or the mode of voice broadcast presents to the user, the behavior from other users and/or custom for the user；

B) by the analysis mining and prediction module to this analysis result according to scene, hobby correlation rule and the user happiness Good and/or current scene is associated, and by the service and function pushing module, extraneous interface module, accesses high in the clouds mechanism, logical This association results is pushed to behavior collection and receives the function and service processing module of client with service by news module, for the people Machine interface show and/or voice broadcast by way of present to the user, for the user from other users behavior and/or Custom.