CN109318902A - User's operation bootstrap technique, system and controller based on user's operation behavior - Google Patents
User's operation bootstrap technique, system and controller based on user's operation behavior Download PDFInfo
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- CN109318902A CN109318902A CN201811130182.9A CN201811130182A CN109318902A CN 109318902 A CN109318902 A CN 109318902A CN 201811130182 A CN201811130182 A CN 201811130182A CN 109318902 A CN109318902 A CN 109318902A
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/08—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
- B60W40/09—Driving style or behaviour
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/4401—Bootstrapping
Abstract
A kind of user's operation bootstrap technique, system and controller based on user's operation behavior, this method comprises: obtaining the operation behavior of user；The operation behavior data of user are analyzed and handled；Formulate the boot policy of user's operation；Different guidance contents is shown according to boot policy.The user's operation bootstrap technique and system based on user's operation behavior that embodiment of the present invention provides, operation behavior data based on user are analyzed and are handled, formulate the boot policy of user's operation, intelligentized vehicle can be provided for user under different scenes guide content, user is facilitated quickly to operate to vehicle, the function and service for quickly understanding vehicle, enhance the interaction between user and vehicle.
Description
Technical field
The present invention relates to automatic Pilot technical fields, draw more particularly, to a kind of user's operation based on user's operation behavior
Guiding method, system and controller.
Background technique
The less offer user guidance of automobile system at present, user need oneself to explore the function of automobile, Yi Jiru
What uses these functions, how to carry out human-computer interaction.Certain vehicle operating habits are not fully consistent with mobile phone, and user can not be fast
Hand operates in speed；Or certain functional hierarchies are deeper, user can not understanding Vehicular system deeply bright spot function.Even if a small number of
Vehicular system guides content with standby user, is also only fixed built-in application, user can not quick obtaining in special scenes
The guidance information needed.
Summary of the invention
The object of the present invention is to provide a kind of user's operation bootstrap technique, system and controls based on user's operation behavior
Device, the operation behavior data based on user are analyzed and are handled, and the boot policy of user's operation is formulated, can be in different fields
Intelligentized vehicle is provided for user under scape and guides content, is facilitated user quickly to operate to vehicle, is quickly understood vehicle
Function and service, enhance the interaction between user and vehicle.
Draw to solve the above problems, the first aspect of the present invention provides a kind of user's operation based on user's operation behavior
Guiding method, comprising: obtain the operation behavior of user；The operation behavior data of user are analyzed and handled；Formulate user behaviour
The boot policy of work；Different guidance contents is shown according to boot policy.
Further, the operation behavior of user includes the module of operation, the region of operation, the number of operation, behaviour's work
The time that energy and/or behavior occur.
It further, further include to operation behavior number before the operation behavior data to user are analyzed and handled
The step of Data preprocess, comprising: the data of removal date format mistake, remove same in certain intervals bury at removal abnormal data
Redundant data caused by data and/or removal version reason that point continuously uploads.
Further, boot policy includes: that different functional modules is initially shown according to scheduled priority；And/or root
The functional module and its sequence shown according to user's operation time transformation of variables；And/or user is prejudged according to the current operation behavior of user
Next operation behavior simultaneously actively shows guidance content；And/or the operation for same functional module time according to user
Number adjusts the display frequency that user guides recommendation.
Further, further include the steps that the portrait information for obtaining user, in conjunction with the operation behavior data and portrait of user
Information is analyzed and is handled.
Further, portrait information includes the age, gender, nationality, personality, constellation, the date of birth, birthplace, now lives
One of ground, blood group and hobby are a variety of.
Further, boot policy includes the portrait information feature PUSH message according to user.
Further, the message of push includes that audio, video, article, radio station, news, guidance path, road conditions, user make
One of it is arranged with handbook and system or a variety of.
Further, the message of push is shown by interface display, pop-up, screen shake prompts and one kind of voice prompting
Or it a variety of is pushed.
According to the second aspect of the invention, a kind of user's operation guidance system based on user's operation behavior is provided,
Include: acquisition module, obtains the operation behavior of user；Data processing and analysis module carry out the operation behavior data of user
Analysis and processing；Guiding module formulates the boot policy of user's operation；Display module shows different function according to boot policy
It can module.
Further, further include data preprocessing module, remove the data of date format mistake, removal abnormal data, go
Redundant data caused by the data a little continuously uploaded and/or removal version reason is buried except same in certain intervals.
Further, boot policy includes: that different functional modules is initially shown according to scheduled priority；And/or root
The functional module and its sequence shown according to user's operation time transformation of variables；And/or user is prejudged according to the current operation behavior of user
Next operation behavior simultaneously actively shows guidance content；And/or the operation for same functional module time according to user
Number adjusts the display frequency that user guides recommendation.
Further, acquisition module is also used to, and acquires the portrait information of user；Data processing and analysis module herein in connection with
The operation behavior data and portrait information at family are analyzed and are handled.
Further, boot policy further includes the portrait information feature PUSH message according to user.
Further, the message of push includes that audio, video, article, radio station, news, guidance path, road conditions, user make
One of it is arranged with handbook and system or a variety of.
Further, the message of push by interface display, pop-up show, one in screen shake prompt and voice prompting
Kind or a variety of pushed.
The third aspect of the present invention provides a kind of controller, comprising:
Memory and one or more processors；
Wherein, the memory is connect with one or more of processor communications, and being stored in the memory can quilt
The instruction that one or more of processors execute, described instruction is executed by one or more of processors, so that described one
A or multiple processors are for executing any one of foregoing user's operation bootstrap technique based on user's operation behavior.
Above-mentioned technical proposal of the invention has following beneficial technical effect:
The user's operation bootstrap technique based on user's operation behavior that embodiment of the present invention provides, the operation based on user
Behavioral data is analyzed and is handled, and the boot policy of user's operation is formulated, and can provide intelligence under different scenes for user
The vehicle of energyization guides content, facilitates user quickly to operate to vehicle, quickly understands the function and service of vehicle, enhance
Interaction between user and vehicle.
Detailed description of the invention
Fig. 1 is the user's operation bootstrap technique stream based on user's operation behavior that first embodiment provides according to the present invention
Journey schematic diagram；
Fig. 2 is the user's operation bootstrap technique stream based on user's operation behavior that second embodiment provides according to the present invention
Journey schematic diagram；
Fig. 3 is the structure of the user's operation guidance system based on user's operation behavior of third embodiment according to the present invention
Schematic diagram.
Specific embodiment
In order to make the objectives, technical solutions and advantages of the present invention clearer, With reference to embodiment and join
According to attached drawing, the present invention is described in more detail.It should be understood that these descriptions are merely illustrative, and it is not intended to limit this hair
Bright range.In addition, in the following description, descriptions of well-known structures and technologies are omitted, to avoid this is unnecessarily obscured
The concept of invention.
Firstly, vehicle stores the identity information of user when user uses vehicle for the first time, and by the information of user
It is bound with account of the current vehicle for the user setting.
Specifically, the identity information of user includes the biometric information of user (for example, the fingerprint of user, face or rainbow
Film etc.), the behavioural characteristic (such as person's handwriting, sound, gait) of user, ID card information, the pet name, QQ account, wechat account, payment
One of precious account and phone number are a variety of.
Secondly, vehicle confirms the identity of user when user reuses the vehicle.Confirmation can be for
The identity information of user is checked.For example, carrying out speech recognition to the sound that user issues, being carried out to the facial characteristics of user
Recognition of face identifies the fingerprint of user or identify to the iris of user etc..
After user identification confirmation, vehicle can be acquired and analyze to all previous operation behavior of same user, and then provide
Operation guide.Fig. 1 is the user's operation bootstrap technique based on user's operation behavior that first embodiment provides according to the present invention
Flow diagram.
As shown in Figure 1, the method comprising the steps of S101- step S104.
Step S101 obtains the operation behavior of user.
Specifically, when user activates vehicle and begins to use, user is collected for the operation behavior of vehicle.User is for vehicle
Operation behavior include that module, the region of operation, the number of operation, the function of operation and/or the operation behavior of operation occurs
Time.
Wherein, operation behavior may is that user on middle control screen click behavior (for example, one song of click play/
It clicks setting to go home lamp length of time with me).
Operation behavior may also is that user hits the operation behavior of the hardware progress below control screen by point (for example, point
It hits volume knob adjusting volume/hard key of click home and returns to main screen/click shortcut key switching driving mode etc.).
Operation behavior may also is that user by clicking the operation behavior of the key progress on steering wheel (for example, user's point
It hits left and right press key and carries out switching/click acknowledgement key connection phone of song etc.).
Operation behavior may also is that operation behavior that user initiated by voice assistant is (right for example, wake up voice assistant
Air-conditioner temperature is adjusted/voice assistant is waken up, allow voice assistant to execute and open the operation such as skylight).
Step S102 is analyzed and is handled to the operation behavior data of user.
In a specific embodiment, the operation behavior data of user are analyzed and processing step includes: according to behaviour
The type and operated module for making behavior screen the operation behavior of user, based on the different types of operation row of user
For the number with operation, the familiarity and fancy grade that user operates the module are obtained.
In a specific embodiment, the operation behavior data of user are analyzed and processing step includes: basis
The courses of action of user are analyzed, and judge the use habit of user.It is successively returned for example, user's continuous several times click return push-button
Higher level is returned, then the result analyzed is that user wants to return to main interface.
Step S103 formulates the boot policy of user's operation.
Step S104 shows different guidance contents according to boot policy.
Optionally, in a specific embodiment, boot policy include: initially shown according to scheduled priority it is different
Functional module；The functional module and its sequence shown according to user's operation time transformation of variables.
In a specific embodiment: when user uses vehicle for the first time, vehicle is according to preset priority orders
Display function modules A-functional module F.When the number of operations of user functional module C a certain to vehicle is higher than preset value (for example,
Number of operations is higher than five times), and the number of operations of the functional module A for preset priority higher than functional module C is lower than pre-
If value (for example, number of operations is 0 time or number of operations is lower than 2 times), then the content of functional module A is with functional module C's
Exchange and sequence are exchanged, or the sequence of functional module C is mentioned to the position of highest priority.
In another specific embodiment, when user uses vehicle for the first time, vehicle is according to preset order display function mould
Block A- functional module F.Functional module A includes sub-function module a- sub-function module g, when user is to a certain sub-function module c's
When number of operations is higher than preset value (for example, number of operations is higher than five times), and sub-function module c is higher than for preset priority
Sub-function module a number of operations lower than preset value (for example, number of operations is that 0 time or number of operations are lower than 2 times), then
The sequence of sub-function module a and the sequence of sub-function module c are exchanged, or the sequence of sub-function module c is mentioned priority most
High position.
Optionally, in a specific embodiment, boot policy includes: to be used according to the current operation behavior anticipation of user
The next operation behavior in family simultaneously actively shows guidance content.
In a specific embodiment, it after user enters some application of certain functional module, clicks and returns to operation repeatedly,
Then next vehicle anticipation user wants to operate to be back to main screen, and display " returning to main screen " this option on the screen,
User can click " returning to main screen " this option and be retracted into main screen.
In a specific embodiment, it after user enters some application of certain functional module, clicks and returns to operation repeatedly,
It finally returns to main screen.When vehicle analysis goes out user from the function that " crawl is back to main screen " was not used, vehicle meeting
" crawl is back to main screen " message is pushed for user, " you can have a try crawl for example, pop-up prompt or voice broadcast are to user
It is back to main screen ".
In another specific embodiment, user at use " navigation module ", multiple segmented request A-B's and C-D
Stroke, according to the operation row pop-up prompt or voice broadcast of user, to user, " you can have a try adds approach point function to vehicle
".
In a specific embodiment, boot policy includes: the operation for same functional module time according to user
Number adjusts the display frequency that user guides recommendation.For example, user is more than pre- for the number of operations of the same functional module
If one times of value, then being doubled to the corresponding recommendation display frequency of the module.For example, user is for the same functional module
Number of operations be 10 times, more than preset value 5 times, then the display frequency of the corresponding recommendation of the module from 20 minutes display
Once, it is primary to be adjusted to display in ten minutes.
In a preferred embodiment, before the operation behavior data of user being analyzed and handled, to removal day
The data of phase format error, removal abnormal data, in removal certain intervals same data a little continuously uploaded of burying (for example, removing 1
Same bury data a little continuously uploaded within minute), remove redundant data caused by version reason.
Wherein, abnormal data may is that code error, the operation interface response time be more than preset value, the data with it is similar
The difference of the historical data average value of type is higher than preset value etc..
Wherein, redundant data caused by removal version reason can be a certain concrete function and not complete in version at that time
Function, then illustrate acquisition user's operation data do not have analyticity, therefore under the function operation data carry out
Removal, can reduce the data volume of analysis, on the one hand can be improved the speed of analysis, and the user formulated is on the other hand made to guide plan
It is slightly more bonded the actual demand of user, improves the experience sense of user.
The user's operation bootstrap technique based on user's operation behavior that first embodiment of the invention provides, based on user's
Operation behavior data are analyzed and are handled, and the boot policy of user's operation is formulated, and can be mentioned under different scenes for user
Content is guided for intelligentized vehicle, facilitates user quickly to operate to vehicle, quickly understands the function and service of the vehicle,
Enhance the interaction between user and vehicle.
The present invention also provides a kind of controllers comprising memory and one or more processors；Wherein, the storage
Device is connect with one or more of processor communications, and being stored in the memory can be held by one or more of processors
Capable instruction, described instruction are executed by one or more of processors, so that one or more of processors are for executing
Any one example in user's operation bootstrap technique described herein based on user's operation behavior.
Fig. 2 is the user's operation bootstrap technique stream based on user's operation behavior that second embodiment provides according to the present invention
Journey schematic diagram.
Firstly, vehicle is acquired and stores for the information of user when user uses vehicle for the first time, and by the letter of user
Breath and current vehicle bind the account of the user setting.
Specifically, the identity information of user includes the biometric information of user (for example, the fingerprint of user, face or rainbow
Film etc.), the behavioural characteristic (such as person's handwriting, sound, gait) of user, ID card information, the pet name, QQ account, wechat account, payment
One of precious account and phone number are a variety of.
Secondly, vehicle confirms the identity of user when user reuses the vehicle.Confirmation can be for
The identity information of user is checked.For example, carrying out speech recognition to the sound that user issues, being carried out to the facial characteristics of user
Recognition of face identifies the fingerprint of user or identify to the iris of user etc..
As shown in Fig. 2, method includes the following steps:
Step S201 obtains the operation behavior of user and obtains the portrait information of user.
User's portrait (user profile) of the present invention refers to practises according to the attribute of user, user preference, life
The information such as used, user behavior and the labeling user model abstracted.Label to user, and label is by user
Information analysis and come highly refined signature identification.It can use some high level overviews, readily comprehensible spy by labelling
Sign allows people to be easier to understand user, and can be convenient computer disposal to describe user.
Specifically, when user activates vehicle and begins to use, vehicle collects user for the operation behavior of vehicle.It is optional
, user for the operation behavior of vehicle include operation module, the region of operation, the number of operation, operation function and/or
The time that operation behavior occurs.
Optionally, portrait information include the age, gender, nationality, personality, constellation, the date of birth, birthplace, existing residence,
One of blood group and hobby are a variety of.
Step S202 is analyzed and is handled in conjunction with the operation behavior data of user and the portrait information of user.
In a specific embodiment, the operation behavior data of user are analyzed and processing step include: according to
The type of operation behavior and operated module screen the operation behavior of user, are based on the different types of operation of user
The number of behavior type and operation obtains the familiarity that user operates the module.
Step S203 formulates the boot policy of user's operation.
Step S204 shows different guidance contents according to boot policy.
Optionally, in a specific embodiment, boot policy includes: to be disappeared according to the push of the portrait information feature of user
Breath.Wherein message can refer to: in music, article, radio station, news guidance path, road conditions, user's service manual and system setting
It is one or more.
Optionally, the message of push is pushed by interface display or voice prompting.
In a specific embodiment, when vehicle analysis goes out in application used by a user, when the use of media music
It is longer, when media function it is shallower or when a certain source of sound is used only using depth, and user's information of drawing a portrait is combined to push away for user
Give it may interested monograph.For example, monograph " ES8 Eletrocompaniet ", the patent article be user introduce how
Adjust the various tone sources moulds such as the sound field mode of this vehicle, QQ music, Himalaya koala FM, USB, the bluetooth that this automobile is supported
Formula.
In another specific embodiment: when vehicle analysis goes out in application used by a user, the use of media music
The broadcasting time of a certain types of music of longer, a certain source of sound of duration is more, and vehicle combination user draws a portrait information as user's push
Its possible interested music inventory, and the music on the music inventory is played for user.
The user's operation bootstrap technique based on user's operation behavior that second embodiment of the invention provides, in conjunction with user's
Operation behavior data and the portrait information of user are analyzed and are handled, and the boot policy of user's operation is formulated, can be in difference
Scene under provide intelligentized vehicle for user and guide content, facilitate user quickly to operate to vehicle, quickly understand vehicle
Function and service, enhance the interaction between user and vehicle.
Fig. 3 is the structure of the user's operation guidance system based on user's operation behavior of third embodiment according to the present invention
Schematic diagram.
As shown in figure 3, the system includes: acquisition module 10, data processing and analysis module 20, guiding module 30 and display
Module 40.
Acquisition module 10 obtains the operation behavior of user.
As an example, user passes through CDC system (Cockpit Domain for the operation behavior on vehicle
Controller, driver's cab controller) upload to TSP (Telematics Service Provider, automotive remote service
Provider), when uploading, the sensitive information of user is removed (for example, the cell-phone number of user, the pet name, identification card number, WeChat ID, QQ
Number or one of Alipay account or a variety of), to protect the privacy of user.
Specifically, when user activates vehicle and begins to use, operation of the user for vehicle is collected by the CDC system of vehicle
Behavior.It should be noted that collecting operation behavior and is uploaded one specifically although to be with CDC system herein be
Example, and TSP is also a specific example of distal end.It, can be by other component/module/systems during realizing the application
The operation behavior being used for is collected, and sends it to distal end, is not limited with listed here.
User for the operation behavior of vehicle include operation module, the region of operation, the number of operation, operation function
And/or the time that operation behavior occurs.
Wherein, operation behavior may is that user on middle control screen click behavior (for example, one song of click play/
It clicks setting to go home lamp length of time with me).
Operation behavior may also is that user hits the operation behavior of the hardware progress below control screen by point (for example, point
It hits volume knob adjusting volume/hard key of click home and returns to main screen/click shortcut key switching driving mode etc.).
Operation behavior may also is that user by clicking the operation behavior of the key progress on steering wheel (for example, user's point
It hits left and right press key and carries out switching/click acknowledgement key connection phone of song etc.).
Operation behavior may also is that operation behavior that user initiated by voice assistant is (right for example, wake up voice assistant
Air-conditioner temperature is adjusted/voice assistant is waken up, allow voice assistant to execute and open the operation such as skylight).
Data analysis and process module 20 is analyzed and is handled to the operation behavior of the user.
In a specific embodiment, data analysis and process module is analyzed and is handled to the operation behavior of user
Step includes: that the operation behavior of user is screened according to the type and operated module of operation behavior, is based on user
The number of different types of operation behavior type and operation obtains familiarity and hobby journey that user operates the module
Degree.
In a specific embodiment, data analysis and process module is analyzed and is handled to the operation behavior of user
Step include: the operation behavior data of user are analyzed and processing step include: depending on the user's operation path divide
Analysis, judges the use habit of user.For example, user's continuous several times, which click return push-button, successively returns to higher level, then the result analyzed
For user wants returning to main interface.
Guiding module 30 formulates the boot policy of user's operation.
Optionally, in a specific embodiment, boot policy includes: initially to show difference according to scheduled priority
Functional module；The functional module and its sequence shown according to user's operation time transformation of variables.
In a specific embodiment: when user uses vehicle for the first time, vehicle is according to preset priority orders
Display function modules A-functional module F.When the number of operations of user functional module C a certain to vehicle is higher than preset value (for example,
Number of operations is higher than five times), and the number of operations of the functional module A for preset priority higher than functional module C is lower than pre-
If value (for example, number of operations is 0 time or number of operations is lower than 2 times), then the content of functional module A is with functional module C's
The sequence of exchange or functional module A and the sequence of functional module C are exchanged.
In a specific embodiment: when user uses vehicle for the first time, vehicle is according to preset order display function module
A- functional module F.Functional module A includes sub-function module a- sub-function module g, when user is to the behaviour of a certain sub-function module c
When making number higher than preset value (for example, number of operations is higher than five times), and for preset priority higher than sub-function module c's
The number of operations of sub-function module a is lower than preset value (for example, number of operations is 0 time or number of operations is lower than 2 times), then sub
The sequence of functional module a and the sequence of sub-function module c are exchanged.
Optionally, in a specific embodiment, boot policy includes: to be used according to the current operation behavior anticipation of user
The next operation behavior in family simultaneously actively shows guidance content.
In a specific embodiment, it after user enters some application of certain functional module, clicks and returns to operation repeatedly,
Then next vehicle anticipation user wants to operate to be back to main screen, and display " returning to main screen " this option on the screen,
User can click " returning to main screen " this option and be retracted into main screen.
In another specific embodiment, after user enters some application of certain functional module, it is more to click return operation
It is secondary, it finally returns to main screen.When vehicle analysis goes out user from the function that " crawl is back to main screen " was not used, vehicle
" crawl is back to main screen " message can be pushed for user, for example, " you can have a try and grab to user for pop-up prompt or voice broadcast
It takes and is back to main screen ".
In another specific embodiment, user at use " navigation module ", multiple segmented request A-B's and C-D
Stroke, according to the operation row pop-up prompt or voice broadcast of user, to user, " you can have a try adds approach point function to vehicle
".
In a specific embodiment, boot policy includes: the operation for same functional module time according to user
Number adjusts the display frequency that user guides recommendation.For example, user is lower than in advance the number of operations of the same functional module
If value then reduces the corresponding recommendation display frequency of the module.For example, operation time of the user for the same functional module
Number is 2 times, is lower than preset value 5 times, then the display frequency of the corresponding recommendation of the module is primary from display in 20 minutes, adjustment
It is primary to display in 30 minutes.
In a preferred embodiment, acquisition module also acquires the portrait information of user；Data processing and analysis module
Operation behavior data and portrait information herein in connection with user are analyzed and are handled.
Optionally, portrait information include the age, gender, nationality, personality, constellation, the date of birth, birthplace, existing residence,
One of blood group and hobby are a variety of.
Display module 40 shows different functional modules according to the boot policy.
Data preprocessing module 50 removes the data of date format mistake, removal abnormal data, removes in certain intervals together
One buries redundant data caused by the data a little continuously uploaded, removal version reason.
Wherein, abnormal data may is that code error, the operation interface response time be more than preset value, the data with it is similar
The difference of the historical data average value of type is higher than preset value etc..
Wherein, redundant data caused by removal version reason can be a certain concrete function and not complete in version at that time
Function then illustrates that the data of the user's operation of acquisition may be imperfect, this partial data does not have analyticity, therefore to the function
Operation data under energy is removed, and can be reduced the data volume of analysis, on the one hand be can be improved the speed of analysis, on the other hand
So that the user's boot policy formulated more is bonded the actual demand of user, improves the experience sense of user.
Optionally, in one embodiment, boot policy includes: the portrait information feature PUSH message according to user.
Wherein message can refer to: the article of push, video, audio, music, radio station, news, guidance path, road conditions, user use hand
One of volume and system setting are a variety of.
Optionally, the message of push is pushed by interface display or voice prompting.For example, the portrait feature of user is
Male, the user repeatedly click the guidance path of A sections-B sections of inquiry in the vehicle, then vehicle is that the user pushes A sections-B sections
Map, A sections-B sections of voice broadcast of traffic information are (for example, whether the section is crowded, accident whether occur, the section where is set
It is equipped with camera etc.).
In a specific embodiment, when vehicle analysis goes out in application used by a user, when the use of media music
It is longer, when media function it is shallower or when a certain source of sound is used only using depth, and user's information of drawing a portrait is combined to push away for user
Give it may interested monograph.For example, monograph " ES8 Eletrocompaniet ", introduces how to adjust this vehicle for user
Sound field mode, this automobile QQ music, Himalaya koala FM, USB, the various tone sources mode such as bluetooth supported.
In another specific embodiment, when vehicle analysis goes out in application used by a user, the use of media music
The broadcasting time of a certain types of music of longer, a certain source of sound of duration is more, and vehicle combination user draws a portrait information as user's push
Its possible interested music inventory, and the music on the music inventory is played for user.
The user's operation based on user's operation behavior that third embodiment of the invention provides guides system, based on user's
Operation behavior data are analyzed and are handled, and the boot policy of user's operation is formulated, and can be mentioned under different scenes for user
Content is guided for intelligentized vehicle, facilitates user quickly to operate to vehicle, quickly understands the function and service of vehicle, is increased
Strong interaction between user and vehicle.
In the user's operation bootstrap technique described herein based on user's operation behavior, it is existing to may be implemented in vehicle
System in, such as information entertainment etc., can also have it is described herein based on user's operation behavior user's operation guidance system
System is to realize.It will be appreciated that the user's operation guidance system described herein based on user's operation behavior can realize to be independent
System, also may be implemented in the existing system of vehicle or component.
It should be understood that above-mentioned specific embodiment of the invention is used only for exemplary illustration or explains of the invention
Principle, but not to limit the present invention.Therefore, that is done without departing from the spirit and scope of the present invention is any
Modification, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.In addition, appended claims purport of the present invention
Covering the whole variations fallen into attached claim scope and boundary or this range and the equivalent form on boundary and is repairing
Change example.
Claims (17)
1. a kind of user's operation bootstrap technique based on user's operation behavior characterized by comprising
Obtain the operation behavior of user；
The operation behavior data of user are analyzed and handled；
Formulate the boot policy of user's operation；
Different guidance contents is shown according to boot policy.
2. the method according to claim 1, wherein the operation behavior of the user includes the module of operation, behaviour
The time that the region of work, the number of operation, the function of operation and/or operation behavior occur.
3. the method according to claim 1, wherein the operation behavior data to user are analyzed and are located
Further include the steps that before reason to operation behavior data prediction, comprising: the data of removal date format mistake remove abnormal number
Data a little continuously uploaded are buried according to same in, removal certain intervals, and/or remove redundant data caused by version reason.
4. the method according to claim 1, wherein the boot policy includes:
Different functional modules is initially shown according to scheduled priority；
And/or the functional module and its sequence shown according to user's operation time transformation of variables；
And/or content is guided according to the current operation behavior anticipation next operation behavior of user of user and actively display；
And/or the number of operations for same functional module according to user, adjust the display frequency that user guides recommendation
Rate.
5. method according to claim 1-4, which is characterized in that further include the step for obtaining the portrait information of user
Suddenly, it analyzes and handles in conjunction with the operation behavior data of user and portrait information.
6. according to the method described in claim 5, it is characterized in that, the portrait information include the age, gender, nationality, personality,
One of constellation, date of birth, birthplace, existing residence, blood group and hobby are a variety of.
7. according to the method described in claim 6, it is characterized in that, the boot policy includes special according to the portrait information of user
Point PUSH message.
8. the method according to the description of claim 7 is characterized in that the message of push include audio, it is video, article, radio station, new
One of news, guidance path, road conditions, user's service manual and system setting are a variety of.
9. method according to claim 7 or 8, which is characterized in that the message of push passes through interface display, pop-up is shown,
Screen shake prompt and one of voice prompting a variety of are pushed.
10. a kind of user's operation based on user's operation behavior guides system, which is characterized in that including acquisition module, obtain and use
The operation behavior at family；
Data analysis and process module is analyzed and is handled to the operation behavior data of the user；
Guiding module formulates the boot policy of user's operation；
Display module shows different guidance contents according to the boot policy.
11. system according to claim 10, which is characterized in that further include operation behavior data preprocessing module, be used for
Remove date format mistake data, removal abnormal data, removal certain intervals in it is same bury the data a little continuously uploaded and/or
Remove redundant data caused by version reason.
12. system according to claim 11, which is characterized in that the boot policy includes:
Different functional modules is initially shown according to scheduled priority；And/or
The functional module and its sequence shown according to user's operation time transformation of variables；And/or
Content is guided according to the current operation behavior anticipation next operation behavior of user of user and actively display；And/or
According to the number of operations for same functional module of user, the display frequency that user guides recommendation is adjusted.
13. the described in any item systems of 0-12 according to claim 1, which is characterized in that the acquisition module is also used to, and acquisition is used
The portrait information at family；
The data processing and analysis module are analyzed and are handled herein in connection with the operation behavior data and portrait information of user.
14. system according to claim 13, which is characterized in that the boot policy includes the portrait information according to user
Feature PUSH message.
15. system according to claim 14, which is characterized in that the message of push include audio, article, radio station, news,
One of guidance path, road conditions, user's service manual and system setting are a variety of.
16. system according to claim 14 or 15, which is characterized in that the message of push is aobvious by interface display, pop-up
Show, screen shake prompt and/or one of voice prompting or a variety of pushed.
17. a kind of controller characterized by comprising
Memory and one or more processors；
Wherein, the memory is connect with one or more of processor communications, and being stored in the memory can be described
The instruction that one or more processors execute, described instruction executed by one or more of processors so that it is one or
Multiple processors require the described in any item methods of 1-9 for perform claim.
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