CN106372817A - Method, device and system for generating driving behavior of driver - Google Patents
Method, device and system for generating driving behavior of driver Download PDFInfo
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- CN106372817A CN106372817A CN201610941400.1A CN201610941400A CN106372817A CN 106372817 A CN106372817 A CN 106372817A CN 201610941400 A CN201610941400 A CN 201610941400A CN 106372817 A CN106372817 A CN 106372817A
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- 238000000034 method Methods 0.000 title claims abstract description 67
- 238000011156 evaluation Methods 0.000 claims abstract description 59
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- 230000002159 abnormal effect Effects 0.000 claims description 12
- 230000001133 acceleration Effects 0.000 claims description 9
- 239000000446 fuel Substances 0.000 claims description 6
- 238000003745 diagnosis Methods 0.000 abstract 1
- 230000006399 behavior Effects 0.000 description 94
- 238000004458 analytical method Methods 0.000 description 8
- 238000007726 management method Methods 0.000 description 8
- 230000008901 benefit Effects 0.000 description 5
- 238000013500 data storage Methods 0.000 description 4
- 230000003542 behavioural effect Effects 0.000 description 3
- 230000004899 motility Effects 0.000 description 3
- 230000006870 function Effects 0.000 description 2
- 238000011835 investigation Methods 0.000 description 2
- 241000196324 Embryophyta Species 0.000 description 1
- 238000009825 accumulation Methods 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06311—Scheduling, planning or task assignment for a person or group
- G06Q10/063114—Status monitoring or status determination for a person or group
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2291—User-Defined Types; Storage management thereof
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2462—Approximate or statistical queries
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
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- G06Q50/40—
Abstract
The invention provides a method, device and system for generating a driving behavior of a driver. The method comprises: on-board diagnostic (OBD) information stored into a database by an OBD vehicle-mounted diagnosis system within designated time is obtained; driving violation information and passenger evaluation information that correspond to a driver of a current vehicle and are stored into the database within designated time are obtained; and on the basis of the OBD information, the driving violation record, and the passenger evaluation information stored into the database, a driver driving behavior of the current vehicle is generated according to a driving behavior standard stored into configuration information base in advance. According to the invention, a driver driving behavior is analyzed based on multi-source data and the driver driving behavior of the current vehicle is generated according to the driving behavior standard, so that the future demand in the internet-based vehicle hailing field is satisfied; and because standardized management is carried out on a driving behavior of an internet-based vehicle hailing driver and the driving behavior of the drive is verified, the comfortable level of the passenger is improved.
Description
Technical field
The present invention relates to Internet technical field, in particular to a kind of driver driving behavior generation method, device and
System.
Background technology
At present, with expanding economy, people use the frequency more and more higher of automobile, and the driving behavior of driver is multiple
Miscellaneous changeable, it is difficult to analyze the driving behavior of driver by the measurement of single data or low volume data comprehensively.For department
The judge of machine driving behavior, method more common at present is the method evaluated using passenger, but, this evaluation methodology is held very much
Easily be subject to the negative emotion influence of passenger thus be given not objective evaluation it is impossible to form unified standard, particularly with the Internet about
For the industry of this decentralization of car management, often cause dispute, cause being discontented with of passenger driver both sides, result even in
Vehicle accident takes place frequently, Motor Maintenance expense rises, occupant comfort sense reduces etc., holds very much for the process that driver driving misbehaves
Error-prone and cannot investigate.
For above-mentioned evaluating it is impossible to form unified standard to driver driving behavior, driver driving is misbehaved
Process the problem easily malfunctioning and cannot investigating, not yet propose at present to efficiently solve scheme.
Content of the invention
In view of this, the purpose of the embodiment of the present invention is to provide a kind of driver driving behavior generation method, device and is
System, can reasonably generate driver driving behavior.
In a first aspect, embodiments providing a kind of driver driving behavior generation method, the method includes, and acquisition refers to
Interior obd onboard diagnostic system of fixing time is stored in the obd information in data base；Wherein, above-mentioned obd onboard diagnostic system is arranged on
On Current vehicle；Obd information includes one of following information or multiple: gps information, vehicle real-time vehicle condition information, fault
Code information, vehicle identity information, anxious acceleration information, anxious deceleration, zig zag information, information of bringing to a halt and fuel consumption information；
Obtain in the time of specifying institute according to the driver's corresponding traffic violation information of Current vehicle storing in storehouse and passenger's evaluation information；Root
According to the obd information of storage, traffic violation record and passenger's evaluation information in data base, according to being stored in advance in configuration information storehouse
In driving behavior standard generate Current vehicle driver driving behavior.
In conjunction with a first aspect, embodiments providing the first possible embodiment of first aspect, wherein, on
Method of stating also includes: the driver driving behavior of Current vehicle is stored in data base.
In conjunction with a first aspect, the possible embodiment of the second that embodiments provides first aspect, wherein, on
Method of stating also includes: in order fulfillment process, by the obd onboard diagnostic system Real-time Collection Current vehicle pair of Current vehicle
The obd information answered, by the obd information Store of collection to data base.
In conjunction with the possible embodiment of the second of first aspect, embodiments provide first aspect the third
Possible embodiment, wherein, said method also includes: when the above-mentioned obd information of collection, to show that the driver of Current vehicle has different
The reminder message of abnormal driving operation often during driver behavior, is sent to the driver of Current vehicle.
In conjunction with the possible embodiment of the second of first aspect, embodiments provide the 4th kind of first aspect
Possible embodiment, wherein, said method also includes: at the end of order executes, sends passenger to passenger and evaluates request letter
Cease, and passenger's evaluation information that passenger is fed back is stored in data base；Wherein, above-mentioned passenger's evaluation information include following at least
One of: safety information, information of keeping one's word, standard information, comfortable information and feedback information.
In conjunction with a first aspect, embodiments providing the 5th kind of possible embodiment of first aspect, wherein, on
Method of stating also includes: when receiving the driver driving behavior inquiry request of Current vehicle, provides to the sender of inquiry request
Driver driving behavior.
Second aspect, the embodiment of the present invention also provides a kind of driver driving behavior generating means, comprising: obd acquisition of information
Module, is stored in the obd information in data base for obtaining obd onboard diagnostic system in the specified time；Wherein, obd is vehicle-mounted examines
Disconnected system is arranged on Current vehicle；Obd information includes one of following information or multiple: the real-time car of gps information, vehicle
Condition information, fault code indications, vehicle identity information, anxious acceleration information, anxious deceleration, zig zag information, information of bringing to a halt with
And fuel consumption information；Traffic violation data obtaining module, for obtaining the department of the Current vehicle of storage in data base in the specified time
Machine corresponding traffic violation information；Passenger's evaluation information acquisition module, for obtaining in data base in the specified time working as of storage
Driver's corresponding passenger evaluation information of vehicle in front；Driver driving behavior generation module, for storing according in above-mentioned data base
Obd information, traffic violation record and passenger's evaluation information, according to the driving behavior mark being stored in advance in configuration information storehouse
The accurate driver driving behavior generating Current vehicle.
In conjunction with second aspect, embodiments provide the first possible embodiment of second aspect, wherein, on
State device also to include: real-time information collection module, in order fulfillment process, by the obd OBD of Current vehicle
System Real-time Collection Current vehicle corresponding obd information, by the obd information Store of collection to data base.
In conjunction with the first possible embodiment of second aspect, embodiments provide the second of second aspect
Possible embodiment, wherein, said apparatus also include: abnormal driving operation prompting module, for when the above-mentioned obd letter of collection
When breath shows that the driver of Current vehicle has abnormal driving operation, the prompting sending abnormal driving operation to the driver of Current vehicle disappears
Breath；Passenger's evaluation information sending module, at the end of executing when order, sends passenger to passenger and evaluates solicited message, and will
Passenger's evaluation information of passenger's feedback stores in the database；Wherein, described passenger's evaluation information include following at least it
One: safety information, information of keeping one's word, standard information, comfortable information and feedback information.
The third aspect, the embodiment of the present invention also provides a kind of driver driving behavior to generate system, comprising: server, setting
In obd onboard diagnostic system and the storage device of vehicle, wherein, server includes the device described in above-mentioned second aspect；Obd car
Carry diagnostic system in running, the obd information of collection vehicle, and by obd information Store in the data base of storage device；Its
In, storage device is arranged on server, or, storage device is the autonomous device being connected with server.
A kind of driver driving behavior generation method provided in an embodiment of the present invention and device, by obtaining in the time of specifying
The mass data such as obd information, traffic violation record and passenger's evaluation information, are carried out to driver driving behavior using multi-source data
Analysis, generates the driver driving behavior of Current vehicle according to the driving behavior standard being stored in advance in configuration information storehouse, adapts to
The tomorrow requirement in the Internet Yue Che field, sustainable carries out normalized pipe to the about car driver driving behavior of growing net
Reason, also forms unified standard simultaneously, driver driving behavior can be investigated, also improve the comfortable of passenger further
Sense.
Further, embodiments provide a kind of driver driving behavior and generate system, by being arranged on vehicle
Obd onboard diagnostic system carries out unifying efficiently to gather obd information, is capable of real-time high-efficiency driver driving behavioral data is carried out
Storage and classification are it is ensured that the real-time of driver driving behavior analysiss, motility, integrity, tightness, and can form unification
Standard driver driving behavior is analyzed and passes judgment on, peeled off passenger evaluation randomness, more objective and comprehensive so that
In the Internet about car, the judge of driver driving behavior has more scientific method, also selects the good driver of driving behavior for passenger
Foundation is provided, protects the interests of driver and passenger both sides in the Internet about car, and then be effectively guaranteed whole the Internet about
The standardization of behavior management driven by car to driver.
For enabling the above objects, features and advantages of the present invention to become apparent, preferred embodiment cited below particularly, and coordinate
Appended accompanying drawing, is described in detail below.
Brief description
In order to be illustrated more clearly that the technical scheme of the embodiment of the present invention, below will be attached to use required in embodiment
Figure is briefly described it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, and it is right to be therefore not construed as
The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, can also be according to this
A little accompanying drawings obtain other related accompanying drawings.
The flow chart that Fig. 1 shows a kind of driver driving behavior generation method that the embodiment of the present invention is provided；
Fig. 2 shows a kind of structural representation of driver driving behavior generating means that the embodiment of the present invention is provided；
Fig. 3 shows that a kind of driver driving behavior that the embodiment of the present invention is provided generates the structured flowchart of system；
Fig. 4 shows that a kind of driver driving behavior that the embodiment of the present invention is provided generates the structural frames of the server of system
Figure.
Specific embodiment
Purpose, technical scheme and advantage for making the embodiment of the present invention are clearer, below in conjunction with the embodiment of the present invention
Middle accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described it is clear that described embodiment only
It is a part of embodiment of the present invention, rather than whole embodiments.The present invention generally described and illustrated in accompanying drawing herein is real
The assembly applying example can be arranged with various different configurations and design.Therefore, below to the present invention's providing in the accompanying drawings
The detailed description of embodiment is not intended to limit the scope of claimed invention, but is merely representative of the selected reality of the present invention
Apply example.Based on embodiments of the invention, the institute that those skilled in the art are obtained on the premise of not making creative work
There is other embodiment, broadly fall into the scope of protection of the invention.
In view of in prior art to driver driving behavior evaluate many evaluated according to the subjective suggestion of passenger it is impossible to
Form unified standard, process error-prone and the problem that cannot investigate for what driver driving misbehaved, the present invention
Embodiment provides a kind of driver driving behavior generation method, apparatus and system, to reduce the randomness of passenger's evaluation, preferably
Driver driving behavior is analyzed.
For the ease of understanding to the present embodiment, first to driver driving behavior life a kind of disclosed in the embodiment of the present invention
One-tenth method describes in detail, is described below by embodiment.
Embodiment 1
A kind of flow chart of driver driving behavior analysis method shown in Figure 1, the method comprises the following steps:
Step s102, in the acquisition specified time, obd onboard diagnostic system is stored in the obd information in data base；
Wherein, above-mentioned obd (on-board diagnostic, onboard diagnostic system) onboard diagnostic system is arranged on currently
On vehicle, when the vehicle is running, automobile operating state can be monitored at any time.Above-mentioned obd information includes one of following information
Or it is multiple: gps information, vehicle real-time vehicle condition information, fault code indications, vehicle identity information, anxious acceleration information, the anxious letter that slows down
Breath, zig zag information, information of bringing to a halt and fuel consumption information；By above-mentioned obd information, enable obd onboard diagnostic system with
When monitoring automobile operation conditions, for example anxious number of times accelerating and anxious accelerate persistent period etc..
Step s104, obtains the corresponding traffic violation of driver of the Current vehicle of storage in data base in the above-mentioned specified time
Information and passenger's evaluation information；
For example, within a specified time inquire about whether this vehicle has drive recorder violating the regulations, and then can be more fully to department
The driving behavior of machine is analyzed, and also can point out literary composition in time by the traffic violation record that the vehicle in the time is specified in inquiry
Bright driving etc..Above-mentioned passenger's evaluation information, is that passenger carries out evaluating the evaluation information being formed afterwards to the driver of Current vehicle.
Step s106, according to the obd information of storage, traffic violation record and passenger's evaluation information in data base, according to
The driving behavior standard being stored in advance in configuration information storehouse generates the driver driving behavior of Current vehicle；
Wherein, configuration information storehouse is according to the formed driver driving behavior analysiss standard of historical data accumulation, for example, right
The obd information of 2000 drivers of certain the Internet Yue Che company, traffic violation record and passenger's evaluation information are recorded, and
Analyze these drivers driving behavior of multiple months, the urgency that can define certain driver accelerates in 30 times/week of situations, and this driver drives
Behavior of sailing is very radical, and 30 times related this data can be positioned over this configuration information storehouse, and specific analytical method is acceptable
Using k-means clustering method etc..
Driver driving behavior generation method provided in an embodiment of the present invention, by obd information and traffic violation record letter
Breath, and considered the evaluation information of passenger, is analyzed to driver driving behavior using multi-source data, have real-time,
Motility, integrity, tightness, have adapted to the tomorrow requirement in the Internet Yue Che field, sustainable to growing net about car
Driver driving behavior carries out normalized management, also forms unified standard simultaneously, and driver driving behavior can be investigated,
Also improve the comfort of passenger further.
When implementing, said method also includes the driver driving behavior of Current vehicle is stored in data base；For example,
Driver driving behavior in certain time period can be counted, generate form, and be stored in data base in the form of form
In, it is easy to a certain driver driving behavior interior for a period of time is analyzed, judge whether the driving behavior of this driver has improvement
Deng can be also used for assessing performance appraisal of this driver etc..
In order to the real-time driving behavior of the driver of the Internet about car is played with the effect of supervision and management, said method
Also include, after driver accepts the order of the Internet about car, in order fulfillment process, examine by the obd of Current vehicle is vehicle-mounted
The corresponding obd information of disconnected system Real-time Collection Current vehicle, by the obd information Store of collection to data base.Upper when gather
When stating obd information and showing that the driver of Current vehicle has abnormal driving operation, for example, the anxious number of times accelerating exceeded in the unit interval
During standard number, send, to the driver of Current vehicle, the reminder message that abnormal driving operates, by server, prompting can be disappeared
Breath sends and passes through smart mobile phone at driver end of network connection etc. to server, can carry out voice broadcast at driver end and carry
Show, contribute to further specification driver driving behavior.
Further, in order to ensure integrity and the tightness of driver driving behavior analysiss, said method also includes: works as order
At the end of execution, send passenger to passenger and evaluate solicited message, and passenger's evaluation information that passenger is fed back is stored in data base
In；Wherein, passenger's evaluation information includes at least one of: safety information, information of keeping one's word, standard information, comfortable information and anti-
Feedforward information.
After the execution of each order terminates, passenger can receive evaluation solicited message, for example, by the intelligence of the Internet about car
Mobile phone app receives satisfaction investigation to current internet about car etc., after passenger completes to evaluate, the passenger of feedback is evaluated
Information Store is in data base；Wherein, above-mentioned passenger's evaluation information includes: safety information, information of keeping one's word, standard information, comfortable
Information and feedback information.Wherein, for the evaluation of safety information, its content mostlys come from the scoring to obd information, for example,
Whether anxious acceleration, anxious deceleration etc. are often occurred according to this driver, the security dimension of this driver is scored；For the information of keeping one's word
Evaluation, can be scored according to the anti-cheating of the Internet Yue Che company；For the evaluation of standard information, can basis
The service procedure of the Internet about car company standard is evaluated, and for example, whether vehicle has wifi, water, napkin etc., and in-car whole
The information of clean degree standard is evaluated；Comfortable information and feedback information come from the Experience Degree appraisement system of client, for example, take advantage of
Car is for driver's courtesy degree, evaluation of personalized service degree etc..
When implementing, for the scoring of above-mentioned passenger's evaluation information, five grades, such as s, a, b, c, d can be divided into
Five grades, taking safety information scoring as a example, drive relatively steadily when comparing in the whole order fulfillment process of driver, and do not go out
The driving behaviors such as now more multiple urgency acceleration, the Experience Degree of passenger is higher, can be chosen as s etc. to the safety information of this driver
Level, when occurring repeatedly bringing to a halt, passenger experience degree is bad, and the scoring that can reduce safety information even reduces comfortable information and anti-
The scoring of feedforward information；For the scoring of standard information, if the standard information of configuration all meets the requirement of passenger in vehicle, take advantage of
Visitor can evaluate five points, i.e. s grade, if passenger thinks that in-car tidiness is bad, can evaluate 3 points, i.e. b grade, accordingly,
Scoring of comfortable information and feedback information etc. can also be reduced.
It should be appreciated that the above-mentioned smart mobile phone to driver sends passenger's evaluation information embodiment of satisfaction investigation request
Can realize in other manners in other embodiments, such as papery questionnaire survey etc., be filled in by passenger, by driver management
Department carries out network typing etc., when implementing, can be configured according to practical situation, the embodiment of the present invention is not entered to this
Row limits.
Embodiment 2
Driver driving behavior generation method for the ease of providing to above-described embodiment understands, corresponding to above-mentioned side
Method, the embodiment of the present invention additionally provides a kind of driver driving behavior generating means, a kind of driver driving behavior shown in Figure 2
The structural representation of generating means, this device includes with lower module:
Obd data obtaining module 20, is stored in data base for obtaining obd onboard diagnostic system in the specified time
Obd information；Wherein, obd onboard diagnostic system is arranged on Current vehicle；Obd information include one of following information or
Multiple: gps information, vehicle real-time vehicle condition information, fault code indications, vehicle identity information, anxious accelerate information, anxious deceleration,
Zig zag information, information of bringing to a halt and fuel consumption information；
Traffic violation data obtaining module 22, for obtaining the driver of the Current vehicle of storage in data base in the specified time
Corresponding traffic violation information；
Passenger's evaluation information acquisition module 24, for obtaining the driver of the Current vehicle of storage in data base in the specified time
Corresponding passenger's evaluation information；
Driver driving behavior generation module 26, for according in data base storage obd information, traffic violation record and
Passenger's evaluation information, generates the driver driving row of Current vehicle according to the driving behavior standard being stored in advance in configuration information storehouse
For.
Driver driving behavior generating means provided in an embodiment of the present invention, by obd information and traffic violation record letter
Breath, and considered the evaluation information of passenger, by obd information and traffic violation record information, and has considered and has taken advantage of
The evaluation information of visitor is analyzed to driver driving behavior using multi-source data, has real-time, motility, integrity, tight
Property, has adapted to the tomorrow requirement in the Internet Yue Che field, sustainable enters professional etiquette to the about car driver driving behavior of growing net
The management of generalized, also forms unified standard simultaneously, and driver driving behavior can be investigated, and also improves passenger further
Comfort.
When implementing, said apparatus also include: real-time information collection module, for, in order fulfillment process, passing through
The Current vehicle corresponding obd information described in obd onboard diagnostic system Real-time Collection of Current vehicle, the obd information of collection is deposited
Store up to data base；Abnormal driving operates prompting module, for showing that the driver of Current vehicle has exception when the obd information of collection
The reminder message of abnormal driving operation during driver behavior, is sent to the driver of Current vehicle.By this according to real time information
Alerting pattern, can remind whether driver has bad steering behavior at the end of order in time, for example anxious acceleration times excessive or
Person's furious driving etc., can aid in driver and improves driving behavior, and is effectively ensured in whole the Internet Yue Che field to driver
Drive the standardization of behavior management.
Further, said apparatus also include: passenger's evaluation information sending module, at the end of executing when order, Xiang Cheng
Visitor sends passenger and evaluates solicited message, and passenger's evaluation information of the feedback of passenger is stored in data base；Wherein, Cheng Keping
Valency information includes at least one of: safety information, information of keeping one's word, standard information, comfortable information and feedback information, so that above-mentioned
Device considers multi-source data to generate driver driving behavior so that whole the Internet Yue Che field is driven for driver more fully hereinafter
The judge sailing behavior has more scientific method, the driver selecting driving behavior good for passenger there has also been more preferable pass judgment on according to
According to, for protection the Internet Yue Che field have good facilitation to driver and passenger's common interest.
Those skilled in the art can be understood that, for convenience and simplicity of description, the device of foregoing description
Specific work process, may be referred to the corresponding process in preceding method embodiment, will not be described here.
Embodiment 3
The driver driving behavior generation method providing corresponding to above-described embodiment and device, embodiments provide one
Plant driver driving behavior and generate system, as shown in Figure 3, comprising: server 300, be arranged at the obd onboard diagnostic system of vehicle
301 and storage device 302, wherein, above-mentioned server 300 includes the device described in embodiment 2；
Above-mentioned obd onboard diagnostic system 301 in running, the obd information of collection vehicle, and by obd information Store in
In the data base of storage device 302；Storage device 302 is arranged on server 300, or, storage device 302 is and server
The autonomous device of 300 connections.Wherein, above-mentioned storage device 302 can comprise now popular flume streaming log collection
System, hbase data-storage system and hdfs data-storage system etc., the obd information warp of obd onboard diagnostic system 301 collection
By push products directly by information pushing to storage device 302, for the information of the upload of a large amount of driver's high frequency times, storage device
302 can carry out storage respectively according to unique sign of vehicle.For real time propelling movement part, can store real-time as needed
Property the higher hbase data-storage system of analysis, larger and the not strong data of requirement of real-time is possibly stored to for data volume
Hdfs data-storage system, contributes to server 300 and carries out mapreduce (concurrent operation of large-scale data) operation.
Above-mentioned server 300 can be independent server or the clothes being made up of the child servers of multiple assemblies
Business device cluster, Fig. 4 shows a kind of structured flowchart of server provided in an embodiment of the present invention, comprising: obd information gathering assembly
401st, violation information acquisition component 402, passenger's evaluation information acquisition component 403, storage device 302, driver driving behavior generate
Assembly 406 and driver driving behavioural information application assembly are passed judgment in assembly 404, configuration information storehouse 405, driver driving behavior classification
407.It should be understood that server illustrated in fig. 4 is only a kind of preferred structure provided in an embodiment of the present invention, rather than uniquely
Structure, in other embodiments, the function of server can also be realized by other structures, and for example, storage device 302 can set
Put on the server, can also be autonomous device of being connected with server etc., the embodiment of the present invention is not limited to this.
When implementing, the operation that above-mentioned driver driving behavior generates system includes following process:
(1) obd onboard diagnostic system 301 (being equivalent to the obd data obtaining module in embodiment 2) collection vehicle was run
Obd information in journey, wherein, obd information includes one of following information or multiple: gps information, vehicle real-time vehicle condition letter
Breath, fault code indications, vehicle identity information, anxious acceleration information, anxious deceleration, zig zag information, information of bringing to a halt and oil
Consumption information etc., the obd collecting information is directly pushed to storage device 302 via push products；
(2) violation information acquisition component 402 (being equivalent to the traffic violation data obtaining module in embodiment 2) collection vehicle
Driver's corresponding traffic violation information, and by traffic violation information Store in storage device 302；
(3) passenger's evaluation information acquisition component 403 (being equivalent to the passenger's evaluation information acquisition module in embodiment 2) collection
Driver's corresponding passenger evaluation information of vehicle, and passenger's evaluation information is stored in storage device 302；
(4) driver driving behavior formation component 404 obtains obd information, traffic violation record and passenger's evaluation information, with
In configuration information storehouse 405, the driver driving behavior analysiss standard of storage is compared, and generates driver driving behavior；
(5) driver driving behavior classification judge assembly 406 can carry out driver driving behavior according to the information of different dimensions
Scoring (being equivalent to the passenger's evaluation information sending module in embodiment 2), when implementing, can define driver driving behavior is
Safely, keep one's word, standard, comfortable, 5 dimensions of feedback, wherein, safety information carries out scoring according to obd information, keep one's word that it is anti-to come from
The scoring of cheating crawl, standard carry out scoring according to the current check of the service procedure of standard, comfortable and feedback carrys out basis
The appraisement system of client is scored；
(6) driver driving behavioural information application assembly 407 can be divided into real time information application assembly and historical information application
Two kinds of assembly, real time information application assembly is reminded in time for giving driver at the end of order, and such as its urgency acceleration is exceeded, or
Person has hypervelocity behavior.Then the performance appraisal for driver and passenger, when selecting driver, drive historical information to the driver of this driver
The behavior of sailing is shown, and the common interest for driver and passenger in the Internet Yue Che field has good facilitation.
Driver driving behavior provided in an embodiment of the present invention generates system, gathers obd letter by obd onboard diagnostic system
Breath, and consider traffic violation information and passenger's evaluation information and then generate driver driving behavior, employ the data of multi-source
Angle carries out comprehensive analysis, has peeled off the randomness of the evaluation of passenger, makes whole system more objective and comprehensive, and makes whole
There is more scientific method in individual the Internet Yue Che field for the judge of driver driving behavior, selects driving behavior good for passenger
Good driver has more preferable judging basis, for protection the Internet Yue Che field, driver and passenger's common interest is had good
Facilitation, is effectively guaranteed the standardization that behavior management is driven in whole the Internet Yue Che field to driver.
The computer program of driver driving behavior generation method, device and system that the embodiment of the present invention is provided produces
Product, including the computer-readable recording medium storing program code, before the instruction that described program code includes can be used for execution
Method described in the embodiment of the method for face, implements and can be found in embodiment of the method, will not be described here.
Those skilled in the art can be understood that, for convenience and simplicity of description, the system of foregoing description
Specific work process, may be referred to the corresponding process in preceding method embodiment, will not be described here.
If described function realized using in the form of SFU software functional unit and as independent production marketing or use when, permissible
It is stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially in other words
Partly being embodied in the form of software product of part that prior art is contributed or this technical scheme, this meter
Calculation machine software product is stored in a storage medium, including some instructions with so that a computer equipment (can be individual
People's computer, server, or network equipment etc.) execution each embodiment methods described of the present invention all or part of step.
And aforesaid storage medium includes: u disk, portable hard drive, read only memory (rom, read-only memory), random access memory are deposited
Reservoir (ram, random access memory), magnetic disc or CD etc. are various can be with the medium of store program codes.
The above, the only specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, and any
Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, all should contain
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be defined by scope of the claims.
Claims (10)
1. a kind of driver driving behavior generation method is it is characterised in that include:
In obtaining the time of specifying, obd onboard diagnostic system is stored in the obd information in data base；Wherein, described obd OBD
System is arranged on Current vehicle；Described obd information includes one of following information or multiple: gps information, vehicle are real-time
Situation of remote, fault code indications, vehicle identity information, anxious acceleration information, anxious deceleration, zig zag information, information of bringing to a halt
And fuel consumption information；
Obtain driver's corresponding traffic violation information of the described Current vehicle of storage in described data base in the described specified time
With passenger's evaluation information；
According to the described obd information of storage, described traffic violation record and described passenger's evaluation information in described data base, press
Generate the driver driving behavior of described Current vehicle according to the driving behavior standard being stored in advance in configuration information storehouse.
2. method according to claim 1 is it is characterised in that methods described also includes: by the driver of described Current vehicle
Driving behavior stores in the database.
3. method according to claim 1 is it is characterised in that methods described also includes: in order fulfillment process, passes through
The Current vehicle corresponding obd information described in obd onboard diagnostic system Real-time Collection of Current vehicle, by the described obd letter of collection
Breath stores to data base.
4. method according to claim 3 is it is characterised in that methods described also includes: when the described obd information table of collection
When the driver of bright described Current vehicle has abnormal driving operation, send carrying of abnormal driving operation to the driver of described Current vehicle
Awake message.
5. method according to claim 3 is it is characterised in that methods described also includes: at the end of described order executes,
Send passenger to described passenger and evaluate solicited message, and passenger's evaluation information of the feedback of described passenger is stored in described data
In storehouse；Wherein, described passenger's evaluation information includes at least one of: safety information, information of keeping one's word, standard information, comfortable letter
Breath and feedback information.
6. method according to claim 1 is it is characterised in that methods described also includes: when receiving described Current vehicle
Driver driving behavior inquiry request when, to described inquiry request sender provide described driver driving behavior.
7. a kind of driver driving behavior generating means are it is characterised in that include:
Obd data obtaining module, is stored in the obd information in data base for obtaining obd onboard diagnostic system in the specified time；
Wherein, described obd onboard diagnostic system is arranged on Current vehicle；Described obd information include one of following information or
Multiple: gps information, vehicle real-time vehicle condition information, fault code indications, vehicle identity information, anxious accelerate information, anxious deceleration,
Zig zag information, information of bringing to a halt and fuel consumption information；
Traffic violation data obtaining module, for obtaining the described Current vehicle of storage in described data base in the described specified time
Driver's corresponding traffic violation information；
Passenger's evaluation information acquisition module, for obtaining the described Current vehicle of storage in described data base in the described specified time
Driver's corresponding passenger evaluation information；
Driver driving behavior generation module, for according to the described obd information of storage, described traffic violation note in described data base
Record and described passenger's evaluation information, generate described current vehicle according to the driving behavior standard being stored in advance in configuration information storehouse
Driver driving behavior.
8. device according to claim 7 is it is characterised in that described device also includes:
Real-time information collection module, for, in order fulfillment process, being adopted in real time by the obd onboard diagnostic system of Current vehicle
Collect described Current vehicle corresponding obd information, by the described obd information Store of collection to data base.
9. device according to claim 8 is it is characterised in that described device also includes:
Abnormal driving operates prompting module, for showing that the driver of described Current vehicle has exception when the described obd information of collection
The reminder message of abnormal driving operation during driver behavior, is sent to the driver of described Current vehicle；
Passenger's evaluation information sending module, at the end of executing when described order, sends passenger to described passenger and evaluates request
Information, and passenger's evaluation information of the feedback of described passenger is stored in the database；Wherein, described passenger's evaluation information
Including at least one of: safety information, information of keeping one's word, standard information, comfortable information and feedback information.
10. a kind of driver driving behavior generates system it is characterised in that including: server, and the obd being arranged at vehicle vehicle-mounted examines
Disconnected system and storage device, wherein, described server includes the device described in any one of claim 7～9；
Described obd onboard diagnostic system in running, gathers the obd information of described vehicle, and by described obd information Store in
In the data base of described storage device；Described storage device is arranged on described server, or, described storage device is and institute
State the autonomous device of server connection.
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| CN201610941400.1A CN106372817A (en) | 2016-10-25 | 2016-10-25 | Method, device and system for generating driving behavior of driver |
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| CN201610941400.1A CN106372817A (en) | 2016-10-25 | 2016-10-25 | Method, device and system for generating driving behavior of driver |
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