CN109670916A - A kind of information of vehicles big data service platform and its method of servicing - Google Patents

A kind of information of vehicles big data service platform and its method of servicing Download PDF

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Publication number
CN109670916A
CN109670916A CN201811569271.3A CN201811569271A CN109670916A CN 109670916 A CN109670916 A CN 109670916A CN 201811569271 A CN201811569271 A CN 201811569271A CN 109670916 A CN109670916 A CN 109670916A
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data
vehicle
client
module
information
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路庆运
冯步方
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Chengdu Shenyun Intelligent Technology Co ltd
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Chengdu Small Time Science And Technology Co Ltd
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Priority to CN201811569271.3A priority Critical patent/CN109670916A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0605Supply or demand aggregation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0609Buyer or seller confidence or verification
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0633Lists, e.g. purchase orders, compilation or processing

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  • Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Development Economics (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)

Abstract

The invention discloses a kind of information of vehicles big data service platform and its method of servicing, the platform includes user authentication unit, data collection module, Data Computation Unit, data storage cell and data service unit, the user authentication unit is for verifying whether user is authorized user, the data collection module is for collecting vehicle data and the vehicle data being collected into being sent to Data Computation Unit, the Data Computation Unit carries out classified calculating to the vehicle data received, the processing that standardizes and unitize is carried out to vehicle data, and vehicle is sent to data storage cell by treated, the data storage cell carries out classification storage to the vehicle data received, the data service unit is for providing the user with vehicle data and carrying out disbursement and sattlement.The present invention can allow client freely to buy oneself desired data source, and purchase cost is low, and platform data updates in time, not will form data silo, and data source docking mode is identical, time saving and energy saving.

Description

A kind of information of vehicles big data service platform and its method of servicing
Technical field
The present invention relates to big datas to develop and use the flat of the development and utilization of method more particularly to information of vehicles big data Platform and method.
Background technique
With automobile industry flourish, internet+thought also gradually deeply wherein.In face of hundred million grades of the vehicle in the whole nation User base number, automobile industry enterprise start to make internet platform one after another, provide online service for user.Realize that online service needs The relevant data of automobile are used, major part business data source is to have business datum and buying third party's data by oneself at present, this Kind mode drawback has: 1, business data easily forms data silo, can only circulate in own business system, data cannot keep one A freshness;2, buying third party's data need to dock more data sources, because each data source docking mode is different, dock every time Data time and effort consuming;3, because, for having product by oneself, single data are at high cost after data buying.
Summary of the invention
The present invention is to solve drawbacks described above existing for existing enterprise's data source, and the present invention provides a kind of information of vehicles is big Data service platform, by the platform, user can freely buy oneself desired data source, and purchase cost is low, and platform Data update in time, not will form data silo, and data source docking mode is identical, time saving and energy saving.
In order to solve the above technical problems, the technical scheme adopted by the invention is that:
A kind of information of vehicles big data service platform, it is characterised in that: the platform includes user authentication unit, data collection list Member, Data Computation Unit, data storage cell and data service unit, the user authentication unit for verify user whether be Authorized user, the data collection module calculate list for collecting vehicle data and the vehicle data being collected into being sent to data Member, the Data Computation Unit carry out classified calculating to the vehicle data that receives, are standardized to vehicle data and uniformly Change processing, and vehicle is sent to data storage cell by treated, the data storage cell is to the vehicle data received Classification storage is carried out, the data service unit is for providing the user with vehicle data and carrying out disbursement and sattlement.
The user authentication unit includes user registration module, user authentication module and user's authorization module, user Registration module is used for user's registration account, and user's authorization module is described to be used for authentication for giving user's authorization privilege Module be used for verify user whether be authorized user and be what permission authorized user.
Authorization privilege is divided into client rights, operation maintenance permission and Closing Check permission, client rights and is only used for client Platform purchase vehicle data, including common permission, VIP permission, super VIP permission etc. are logged in, different permissions buys vehicle number According to expense discount percentage it is different;Operation maintenance permission logs in platform for operation and maintenance personnel, platform data is updated, Maintenance, Closing Check permission for Closing Check personnel log in platform to close the account, client rights rank is audited, pass through Client can just receive the vehicle data of purchase after auditor's audit.
The data collection module is collected data for operation and maintenance personnel, and operation and maintenance personnel collects data Mode includes but is not limited to following several: by web crawlers from third party database (public network or the private network of authorization) collecting cart Data import that vehicle data (such as collecting by data collection station), to be manually entered vehicle data (logical by data-interface It crosses intelligent terminal to be manually entered).
The Data Computation Unit carries out the processing that standardizes and unitize to vehicle data specifically: to the data received After the accuracy for carrying out unified field, the incoherent data of cleaning rejecting, verifying related data, classify, it is specific to classify are as follows: Car owner's data, vehicle configuration data, vehicle Claims Resolution data, vehicle violation data, vehicle maintenance data, car insurance data and vehicle Use data.
Car owner's data include owner identity card information, license information, private insurance information, health information, work Make information, current consumption information, personal interest information etc.;The vehicle configuration data include vehicle brand, vehicle release Time, vehicle time buying, vehicle main parts size model, manufacturer etc.;The vehicle Claims Resolution data include vehicle Cross Claims Resolution information, such as settle a claim the time, amount for which loss settled, generation accident;The vehicle violation data includes vehicle violation Number, type violating the regulations, violation ticket information etc.;The vehicle maintenance data include the number of vehicle maintenance, maintenance time, Title, producer and the model of product etc. that the position of maintenance, maintenance are used;The car insurance data include insurance premium, protect Insurance kind class, safe time etc., the vehicle using data include vehicle frequency of use, using time, vehicle running surface, vehicle Wear information etc..
The Data Computation Unit will also be according to the data of processing after carrying out standardization and unitized processing to vehicle data It is calculated, generates corresponding order data, such as insurance purchase, driving license charg`e d'affaires, vehicle maintenance, vehicle violation generation processing etc..
The data storage cell is classified after receiving the vehicle data of classification according to the vehicle data of different classifications Storage, including car owner's data memory module, vehicle configuration data memory module, vehicle Claims Resolution data memory module, vehicle violation Data memory module, vehicle maintenance data memory module, car insurance data memory module, vehicle using data memory module and Order data memory module is respectively used to car owner's data, vehicle configuration data, vehicle Claims Resolution data, vehicle violation data, vehicle Maintenance data, car insurance data, vehicle use data and order data.
The data service unit include data purchase module, expense generation module, auditing module, disbursement and sattlement module and Data acquisition module, client buy module by data and select the data oneself to be bought by intelligent terminal access platform, number The vehicle data bought request is needed to be sent to expense generation module client according to purchase module, expense generation module is according to client Permission Levels and the vehicle data bought generate cost information, and the cost information of generation is sent to auditing module, run Maintenance personnel logs in platform by intelligent terminal, the expense settled accounts by the Permission Levels and its needs of auditing module audit client Information, after audit passes through, cost information is sent to disbursement and sattlement module and client by auditing module, after client's confirmation is errorless, Disbursement and sattlement module carries out disbursement and sattlement, and after the completion of disbursement and sattlement, client selects the mode of data acquisition, and client chooses acquisition side After formula, data acquisition module serves data to client according to the data acquiring mode that client selects.Acquisition modes include information The modes such as push, interface export.
A kind of information of vehicles big data method of servicing based on above-mentioned platform, it is characterised in that: obtained including vehicle data Step and client buy vehicle data step;The vehicle data obtaining step specifically: first using KAFKA message queue into The vehicle data or operation and maintenance personnel that api interface obtains after the transmission of row data, collection network crawler capturing and encapsulation are manual Typing vehicle data;Secondly, platform carries out the processing that standardizes and unitize to vehicle data;Last platform is to standardization and uniformly Change treated vehicle data and carries out classification storage;The client buys vehicle data step specifically: client is whole by intelligence Access platform is held, whether platform validation client is account with power of attorney and authorization privilege rank, and after being verified, client passes through intelligence Terminal logs in platform, title of the platform to each classification vehicle data of present customers, the vehicle data that client selects needs to buy Title after platform receives vehicle data title, generates expense according to the content of vehicle data, and by the expense of generation, vehicle Data name and client authorization Permission Levels are sent to the auditor with audit permission, and auditor is stepped on by intelligent terminal Platform is recorded, is audited, after the approval, the expense of generation is sent to client by platform, and after client's confirmation is errorless, platform is carried out Disbursement and sattlement, after the completion of clearing, platform to client send data acquiring mode, client select acquisition modes after and be sent to platform Confirmation, after platform confirmation is errorless, client can get the vehicle data of its purchase by its acquisition modes chosen.
The acquisition modes include: the service of data API, H5, data export and data-pushing mode.
Compared with prior art, the invention has the following advantages:
Data platform of the present invention can satisfy client's whole demand;It only need to once be docked, save time and human cost;Number It is processed according to by platform, it is ensured that the accuracy of data;Because same trolley can be used by multiple users, after data cost is shared equally, The cost of each user can reduce.The present invention obtains data by a variety of different modes, timely updates, and can guarantee that data are complete It is whole and be latest data, while data silo can not be will form using the data obtained in disparate databases, client buys number Data can be obtained using the service of data API, H5, data export and data-pushing mode after, client obtains data mode It is varied, it is primary to dock, it is time saving and energy saving;The present invention carries out classification processing to the vehicle data got, and client only needs The data for selecting oneself to need are bought, and are not needed oneself to establish database, are not also needed to buy unnecessary number According to purchase cost will reduce naturally.The present invention, which can also carry out vehicle data to calculate, generates order data, and client can be straight The order data that purchase is conducive to oneself sale is connect, it is i.e. available to buy data, it does not need to process again, high degree Reduce the workload of client, order data can directly be brought benefits using simple and convenient.
Detailed description of the invention
Fig. 1 is that vehicle data of the present invention obtains flow diagram;
Fig. 2 is that client of the present invention buys vehicle data flow diagram.
Specific embodiment
The present invention will be further described with reference to the examples below, and described embodiment is only present invention a part Embodiment is not whole embodiment.Based on the embodiments of the present invention, those skilled in the art are not making Other embodiments used obtained, belong to protection scope of the present invention under the premise of creative work.
Embodiment 1
A kind of information of vehicles big data service platform is present embodiments provided, which includes user authentication unit, data collection Unit, Data Computation Unit, data storage cell and data service unit, whether the user authentication unit is for verifying user For authorized user, the data collection module is calculated for collecting vehicle data and the vehicle data being collected into being sent to data Unit, the Data Computation Unit carry out classified calculating to the vehicle data received, are standardized to vehicle data and united One change processing, and vehicle is sent to data storage cell by treated, the data storage cell is to the vehicle number received According to classification storage is carried out, the data service unit is for providing the user with vehicle data and carrying out disbursement and sattlement.
The user authentication unit includes user registration module, user authentication module and user's authorization module, user Registration module is used for user's registration account, and user's authorization module is described to be used for authentication for giving user's authorization privilege Module be used for verify user whether be authorized user and be what permission authorized user.If with no authorized, need to use Family is registered, and the user after only registering is only authorized user.
Authorization privilege is divided into client rights, operation maintenance permission and Closing Check permission, client rights and is only used for client Platform purchase vehicle data, including common permission, VIP permission, super VIP permission etc. are logged in, different permissions buys vehicle number According to expense discount percentage it is different;Operation maintenance permission logs in platform for operation and maintenance personnel, platform data is updated, Maintenance, Closing Check permission for Closing Check personnel log in platform to close the account, client rights rank is audited, pass through Client can just receive the vehicle data of purchase after auditor's audit.
The data collection module is collected data for operation and maintenance personnel, and operation and maintenance personnel collects data Mode includes but is not limited to following several: by web crawlers from third party database (public network or the private network of authorization) collecting cart Data import that vehicle data (such as collecting by data collection station), to be manually entered vehicle data (logical by data-interface It crosses intelligent terminal to be manually entered).
The Data Computation Unit carries out the processing that standardizes and unitize to vehicle data specifically: to the data received After the accuracy for carrying out unified field, the incoherent data of cleaning rejecting, verifying related data, classify, it is specific to classify are as follows: Car owner's data, vehicle configuration data, vehicle Claims Resolution data, vehicle violation data, vehicle maintenance data, car insurance data and vehicle Use data.
Car owner's data include owner identity card information, license information, private insurance information, health information, work Make information, current consumption information, personal interest information etc.;The vehicle configuration data include vehicle brand, vehicle release Time, vehicle time buying, vehicle main parts size model, manufacturer etc.;The vehicle Claims Resolution data include vehicle Cross Claims Resolution information, such as settle a claim the time, amount for which loss settled, generation accident;The vehicle violation data includes vehicle violation Number, type violating the regulations, violation ticket information etc.;The vehicle maintenance data include the number of vehicle maintenance, maintenance time, Title, producer and the model of product etc. that the position of maintenance, maintenance are used;The car insurance data include insurance premium, protect Insurance kind class, safe time etc., the vehicle using data include vehicle frequency of use, using time, vehicle running surface, vehicle Wear information etc..
The Data Computation Unit will also be according to the data of processing after carrying out standardization and unitized processing to vehicle data It is calculated, generates corresponding order data, such as insurance purchase, driving license charg`e d'affaires, vehicle maintenance, vehicle violation generation processing etc..
The data storage cell is classified after receiving the vehicle data of classification according to the vehicle data of different classifications Storage, including car owner's data memory module, vehicle configuration data memory module, vehicle Claims Resolution data memory module, vehicle violation Data memory module, vehicle maintenance data memory module, car insurance data memory module, vehicle using data memory module and Order data memory module is respectively used to car owner's data, vehicle configuration data, vehicle Claims Resolution data, vehicle violation data, vehicle Maintenance data, car insurance data, vehicle use data and order data.
The data service unit include data purchase module, expense generation module, auditing module, disbursement and sattlement module and Data acquisition module, client buy module by data and select the data oneself to be bought by intelligent terminal access platform, number The vehicle data bought request is needed to be sent to expense generation module client according to purchase module, expense generation module is according to client Permission Levels and the vehicle data bought generate cost information, and the cost information of generation is sent to auditing module, run Maintenance personnel logs in platform by intelligent terminal, the expense settled accounts by the Permission Levels and its needs of auditing module audit client Information, after audit passes through, cost information is sent to disbursement and sattlement module and client by auditing module, after client's confirmation is errorless, Disbursement and sattlement module carries out disbursement and sattlement, and after the completion of disbursement and sattlement, client selects the mode of data acquisition, and client chooses acquisition side After formula, data acquisition module serves data to client according to the data acquiring mode that client selects.Acquisition modes include information The modes such as push, interface export.
Embodiment 2
Present embodiments provide a kind of information of vehicles big data method of servicing based on above-mentioned platform comprising vehicle data obtains Step and client buy vehicle data step;The vehicle data obtaining step specifically: first using KAFKA message queue into The vehicle data or operation and maintenance personnel that api interface obtains after the transmission of row data, collection network crawler capturing and encapsulation are manual Typing vehicle data;Secondly, platform carries out the processing that standardizes and unitize to vehicle data;Last platform is to standardization and uniformly Change treated vehicle data and carries out classification storage;The client buys vehicle data step specifically: client is whole by intelligence Access platform is held, whether platform validation client is account with power of attorney and authorization privilege rank, after being verified (unsanctioned words, Registered, could be passed through after registration), client logs in platform by intelligent terminal, and platform is to each classification of present customers The title of vehicle data, client selects the vehicle data title for needing to buy, after platform receives vehicle data title, according to vehicle The content of data generates expense, and the expense of generation, vehicle data title and client authorization Permission Levels are sent to have The auditor of permission is audited, auditor logs in platform by intelligent terminal, audited, after the approval, platform will give birth to At expense be sent to client, after client's confirmation is errorless, platform carries out disbursement and sattlement, and after the completion of clearing, platform is sent to client Data acquiring mode, client select acquisition modes after and be sent to platform confirmation, platform confirmation it is errorless after, client can pass through it The acquisition modes of selection get the vehicle data of its purchase.
The platform standardize to vehicle data and is divided into online and offline processing when unitizing and handling, online to logical The data obtained in real time in road are handled, and offline to the regular calculation processing of stored data, main processes are parsing Obtain unique id of the identical vehicle money of different data sources.
The platform to standardization and it is unitized treated vehicle data carries out classification storage when, original untreated vehicle Data are stored using mongoDB, the vehicle money configuration information after such as uniformly collecting for service class data, vehicle service Order information etc. is then stored using Mysql, and provides the data warehouse for the entire data acquisition system of storage that Hive is bottom.
The acquisition modes include: the service of data API, H5, data export and data-pushing mode.

Claims (9)

1. a kind of information of vehicles big data service platform, it is characterised in that: the platform includes user authentication unit, data collection list Member, Data Computation Unit, data storage cell and data service unit, the user authentication unit for verify user whether be Authorized user, the data collection module calculate list for collecting vehicle data and the vehicle data being collected into being sent to data Member, the Data Computation Unit carry out classified calculating to the vehicle data that receives, are standardized to vehicle data and uniformly Change processing, and vehicle is sent to data storage cell by treated, the data storage cell is to the vehicle data received Classification storage is carried out, the data service unit is for providing the user with vehicle data and carrying out disbursement and sattlement.
2. a kind of information of vehicles big data service platform according to claim 1, it is characterised in that: the user's checking list Member includes user registration module, user authentication module and user's authorization module, and user registration module is used for user's registration account Family, user's authorization module for giving user's authorization privilege, it is described for authentication module for verify user whether be Authorized user and be what permission authorized user.
3. a kind of information of vehicles big data service platform according to claim 1, it is characterised in that: the data collection list Member is collected data for operation and maintenance personnel, and the mode that operation and maintenance personnel collects data includes but is not limited to following several Kind: vehicle data is collected from third party database by web crawlers, vehicle data is imported by data-interface, is manually entered vehicle Data.
4. a kind of information of vehicles big data service platform according to claim 1, it is characterised in that: the data calculate single Member carries out the processing that standardizes and unitize to vehicle data specifically: carries out unified field to the data received, cleaning is rejected After incoherent data, the accuracy of verifying related data, classify, it is specific to classify are as follows: car owner's data, vehicle configuration number Data are used according to, vehicle Claims Resolution data, vehicle violation data, vehicle maintenance data, car insurance data and vehicle.
5. a kind of information of vehicles big data service platform according to claim 1, it is characterised in that: car owner's data packet Include owner identity card information, license information, private insurance information, health information, job information, current consumption information and a People's hobby information;The vehicle configuration data include vehicle brand, vehicle release time, vehicle time buying, vehicle master Want types of spare parts and manufacturer;The vehicle Claims Resolution data include the information that Claims Resolution occurred for vehicle;The vehicle violation Data include number, type violating the regulations and the violation ticket information of vehicle violation;The vehicle maintenance data include vehicle maintenance Number, the time of maintenance, the position of maintenance and maintenance title, producer and the model of product used;The car insurance Data include insurance premium, the kind of insurance and safe time, when the vehicle is included vehicle frequency of use, used using data Between, vehicle running surface and vehicle abrasion information.
6. a kind of information of vehicles big data service platform according to claim 1, it is characterised in that: the data calculate single Member will also calculate after carrying out standardization and unitized processing to vehicle data according to the data of processing, generate corresponding order Data.
7. a kind of information of vehicles big data service platform according to claim 1, it is characterised in that: the data storage is single Member receives and carries out classification storage, including vehicle primary data store mould according to the vehicle data of different classifications after the vehicle data of classification Block, vehicle configuration data memory module, vehicle Claims Resolution data memory module, vehicle violation data memory module, vehicle maintenance number Data memory module and order data memory module are used according to memory module, car insurance data memory module, vehicle, is used respectively In car owner's data, vehicle configuration data, vehicle Claims Resolution data, vehicle violation data, vehicle maintenance data, car insurance data, Vehicle uses data and order data.
8. a kind of information of vehicles big data service platform according to claim 1, it is characterised in that: the data service list Member includes that data purchase module, expense generation module, auditing module, disbursement and sattlement module and data acquisition module, client pass through Intelligent terminal access platform buys module by data and selects the data oneself to be bought, and data purchase module needs client The vehicle data request of purchase is sent to expense generation module, and expense generation module is according to client rights rank and the vehicle bought Data generate cost information, and the cost information of generation is sent to auditing module, and operation and maintenance personnel passes through intelligent terminal Platform is logged in, the cost information settled accounts by the Permission Levels and its needs of auditing module audit client after audit passes through, is examined Cost information is sent to disbursement and sattlement module and client by core module, and after client's confirmation is errorless, disbursement and sattlement module carries out expense It settles accounts, after the completion of disbursement and sattlement, after client selects the mode of data acquisition, client to choose acquisition modes, data acquisition module root Client is served data to according to the data acquiring mode that client selects.
9. a kind of based on a kind of method of servicing of information of vehicles big data service platform as described in claim 1, feature exists In: vehicle data step is bought including vehicle data obtaining step and client;The vehicle data obtaining step specifically: first Carried out data transmission using KAFKA message queue, collection network crawler capturing and encapsulation after api interface obtain vehicle data or Person operation and maintenance personnel is manually entered vehicle data;Secondly, platform carries out the processing that standardizes and unitize to vehicle data;Finally Platform is to standardization and unitized treated that vehicle data carries out classification storage;It is specific that the client buys vehicle data step Are as follows: whether client is account with power of attorney and authorization privilege rank by intelligent terminal access platform, platform validation client, and verifying is logical Later, client logs in platform by intelligent terminal, and for platform to the title of each classification vehicle data of present customers, client selects need to The vehicle data title to be bought after platform receives vehicle data title, generates expense according to the content of vehicle data, and will Expense, vehicle data title and the client authorization Permission Levels of generation are sent to the auditor with audit permission, auditor Member logs in platform by intelligent terminal, is audited, after the approval, the expense of generation is sent to client by platform, and client is true Recognize it is errorless after, platform carry out disbursement and sattlement, after the completion of clearing, platform to client send data acquiring mode, client select obtain After mode and it is sent to platform confirmation, after platform confirmation is errorless, client can get its purchase by its acquisition modes chosen The vehicle data bought.
CN201811569271.3A 2018-12-21 2018-12-21 A kind of information of vehicles big data service platform and its method of servicing Pending CN109670916A (en)

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CN114120485A (en) * 2020-08-11 2022-03-01 丰田自动车株式会社 Vehicle, authentication system, non-transitory computer-readable medium, and authentication method
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