CN110390534A - Net about vehicle driver safety authentication method, device, equipment and storage medium - Google Patents

Net about vehicle driver safety authentication method, device, equipment and storage medium Download PDF

Info

Publication number
CN110390534A
CN110390534A CN201910482542.XA CN201910482542A CN110390534A CN 110390534 A CN110390534 A CN 110390534A CN 201910482542 A CN201910482542 A CN 201910482542A CN 110390534 A CN110390534 A CN 110390534A
Authority
CN
China
Prior art keywords
driver
target driver
net
security level
target
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201910482542.XA
Other languages
Chinese (zh)
Inventor
马健
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Tianjin 58 Home Technology Co Ltd
Original Assignee
Tianjin 58 Home Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Tianjin 58 Home Technology Co Ltd filed Critical Tianjin 58 Home Technology Co Ltd
Priority to CN201910482542.XA priority Critical patent/CN110390534A/en
Publication of CN110390534A publication Critical patent/CN110390534A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • 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
    • G06Q30/018Certifying business or products
    • 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/40Business processes related to the transportation industry
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161Detection; Localisation; Normalisation

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • General Health & Medical Sciences (AREA)
  • Economics (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Strategic Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Multimedia (AREA)
  • Computing Systems (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Finance (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Human Resources & Organizations (AREA)
  • Primary Health Care (AREA)
  • Tourism & Hospitality (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The embodiment of the present invention provides a kind of net about vehicle driver safety authentication method, device, equipment and storage medium, and method includes: then to obtain the historical behavior track data of target driver if it is determined that target driver has registration and qualification;The security level of target driver is determined according to historical behavior track data;If security level is greater than default security level threshold value, it is determined that target driver is through safety certification;Determine that target driver is that net about vehicle registers driver.Due to after determining that target driver has registration and qualification, determine whether target driver meets the security level of net about vehicle come to target driver progress safety certification by the historical behavior track data of target driver, the driver that net about vehicle registration driver's safety certification can be made to pass through, and then the safety of registration driver is improved, guarantee the safety of passenger or cargo during soliciting guests or diners or hauling goods.

Description

Net about vehicle driver safety authentication method, device, equipment and storage medium
Technical field
The present invention relates to mobile internet technical field more particularly to a kind of net about vehicle driver safety authentication method, device, Equipment and storage medium.
Background technique
With the development of development of Mobile Internet technology, it has also been obtained fastly to meet people's trip and demand of hauling goods, net about vehicle Speed development.People carry out net about vehicle by application software of calling a taxi on line and place an order, and after order on driver's progress line, descend root online It is solicited guests or diners or is hauled goods according to net about vehicle order.
When driver carries out order on line using application software of calling a taxi, driver must be the registration department of application software of calling a taxi Machine, for driver by filling in essential information in application software of calling a taxi with regard to achievable registration, there is no carry out safety in the prior art Property certification, cause the safety for registering driver lower, not can guarantee solicit patrons or the safety of passenger or cargo during hauling goods.
Summary of the invention
The embodiment of the invention provides a kind of net about vehicle driver safety authentication method, device, equipment and storage mediums, can Safety certification is carried out to target driver, the driver for passing through net about vehicle registration driver's safety certification, and then improve registration driver Safety, guarantee to solicit guests or diners or the safety of passenger or cargo during hauling goods.
In a first aspect, the embodiment of the present invention provides a kind of net about vehicle driver safety authentication method, comprising:
If it is determined that target driver has registration and qualification, then the historical behavior track data of target driver is obtained;
The security level of the target driver is determined according to the historical behavior track data;
If the security level is greater than default security level threshold value, it is determined that the target driver is through safety certification;
Determine that the target driver is that net about vehicle registers driver.
Second aspect, the embodiment of the present invention provide a kind of net about vehicle driver safety authentication device, comprising:
Track data obtains module, for if it is determined that target driver has registration and qualification, then obtaining the history row of target driver For track data;
Rank determination module, for determining the security level of the target driver according to the historical behavior track data;
Security authentication module, if being greater than default security level threshold value for the security level, it is determined that the target department Machine is through safety certification;
Driver's determining module is registered, for determining that the target driver is that net about vehicle registers driver.
The third aspect, the embodiment of the present invention provide a kind of electronic equipment, comprising: memory, processor;Wherein, described to deposit Reservoir is for storing one or more computer instruction, wherein one or more computer instruction is held by the processor The net about vehicle driver safety authentication method in above-mentioned first aspect is realized when row.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage mediums, are used for stored electrons equipment institute Computer software instructions, it includes for executing the journey as involved in the net about vehicle driver safety authentication method of first aspect Sequence.
In embodiments of the present invention, due to passing through the history of target driver after determining that target driver has registration and qualification Action trail data determine target driver whether meet net about vehicle security level come to target driver carry out safety certification, energy The driver for enough passing through net about vehicle registration driver's safety certification, and then improve the safety of registration driver, guarantee to solicit guests or diners or draw The safety of passenger or cargo during goods.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the flow chart of net provided by one embodiment of the present invention about vehicle driver safety authentication method;
Fig. 2 be another embodiment of the present invention provides net about vehicle driver safety authentication method flow chart;
Fig. 3 is the structural schematic diagram of net provided by one embodiment of the present invention about vehicle driver safety authentication device;
Fig. 4 is the structure of electronic equipment corresponding with the net about vehicle driver safety authentication device that embodiment illustrated in fig. 3 provides Schematic diagram.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
The term used in embodiments of the present invention is only to be not intended to be limiting merely for for the purpose of describing particular embodiments The present invention.In the embodiment of the present invention and the "an" of singular used in the attached claims, " described " and "the" It is also intended to including most forms, unless the context clearly indicates other meaning, " a variety of " generally comprise at least two, but not It excludes to include at least one situation.
Depending on context, word as used in this " if ", " if " can be construed to " ... when " or " when ... " or " in response to determination " or " in response to detection ".Similarly, context is depended on, phrase " if it is determined that " or " such as Fruit detection (condition or event of statement) " can be construed to " when determining " or " in response to determination " or " when detection (statement Condition or event) when " or " in response to detection (condition or event of statement) ".
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability Include, so that commodity or system including a series of elements not only include those elements, but also including not clear The other element listed, or further include for this commodity or the intrinsic element of system.In the feelings not limited more Under condition, the element that is limited by sentence "including a ...", it is not excluded that in the commodity or system for including the element also There are other identical elements.
In addition, the step timing in following each method embodiments is only a kind of citing, rather than considered critical.
Below with reference to each embodiment below to the implementation procedure of net provided herein about vehicle driver safety authentication method It is illustrated.The net about vehicle driver safety authentication method can be executed by an electronic equipment, which can be such as The terminal devices such as computer, laptop, smart phone, tablet computer, are also possible to server.The server can be packet Physical server containing a unique host perhaps may be the virtual server of mainframe cluster carrying or may be cloud Server.Below with reference to each embodiment below to the implementation procedure of net provided herein about vehicle driver safety authentication method into Row explanation.
Fig. 1 is the flow chart of net provided by one embodiment of the present invention about vehicle driver safety authentication method, as shown in Figure 1, The net about vehicle driver safety authentication method the following steps are included:
101, if it is determined that target driver has registration and qualification, then the historical behavior track data of target driver is obtained.
In the present embodiment, whether target driver is first determined whether when application software of calling a taxi initiates registration in target driver There is registration and qualification, when judging whether target driver has registration and qualification, the driver's license information and identity card of target driver can be obtained Information, and can dynamic acquisition target driver facial image, judge that target driver is according to facial image and ID card information It is no to be registered for me, if I registers, then judge whether the driver's license information is the driver's license of target driver, and judge Whether the driver's license meets requirement of the application software to registration driver driving card of calling a taxi, if the driver's license information is target driver sheet The driver's license of people and meeting is called a taxi requirement of the application software to registration driver driving card, it is determined that target driver has registration to provide Lattice.
It wherein, can be pre- when judging whether the driver's license meets requirement of the application software of calling a taxi to registration driver driving card Satisfactory driver's license grade in application software of calling a taxi first is set, such as: if application software of calling a taxi is solicit patrons application software, Pre-set satisfactory driver's license grade can be A1 grades, A2 grades, A3 grades, B1 grades, B2 grades, C1 grades and C2 grades etc..If Application software of calling a taxi is application software of hauling goods, and pre-set satisfactory driver's license grade can be A2 grades, B2 grades etc..If The driver's license grade of target driver meets pre-set driver's license grade in application software of calling a taxi, it is determined that the driver's license meets The requirement that application software of calling a taxi demonstrate,proves driver driving.
In the present embodiment, however, it is determined that target driver has registration and qualification, then obtains at least one history row of target driver For track data, wherein historical behavior track data is the action trail data that target driver has occurred and that.It may include: separated Advise act of violating regulations data, behavior of credit data, working experience behavioral data etc..
Wherein, violation act of violating regulations data may include: traffic violations act of violating regulations data, traffic accident behavioral data, It can also include otherwise violation act of violating regulations data etc..
Wherein, behavior of credit data may include: personal loan and repay record data, and personal credit card uses data, Data, personal that credit relation occurs with other financial institutions and is formed are recorded in other behavior of credit that business bank occurs People's credit information, it is possible to which influence personal credit situation is related to the record data of civil, criminal, administrative litigation and administrative penalty Deng.
Wherein, working experience behavioral data may include: the time of each work experience being engaged in, Business Name, duty The data such as position, job responsibility.
102, the security level of target driver is determined according to historical behavior track data.
As a kind of optional embodiment, in the present embodiment, every kind of historical behavior track data can be parsed, really The safe score of the fixed corresponding target driver of every kind of historical behavior track data, and the power of every kind of historical behavior track data is set Weight, is weighted summation to the safe score of each historical behavior data, determines the corresponding target of all historical behavior track datas The safe total score of driver.The incidence relation for presetting each safe total score range and security level, according to incidence relation Determine the security level of the corresponding target driver of the safe total score.
It is understood that the safety level for determining target driver according to historical behavior track data can also be otherwise Other modes are not construed as limiting this in the present embodiment.
If 103, security level is greater than default security level threshold value, it is determined that target driver is through safety certification.
It is understood that illustrating target driver after net about vehicle order if the security level of target driver is higher Passenger or cargo are safer during soliciting guests or diners or hauling goods, on the contrary, illustrating the target department if the security level of target driver is lower Passenger or cargo are more dangerous during machine solicits guests or diners or hauls goods after net about vehicle order.
In the present embodiment, a security level threshold value is preset, if than security level being altogether 5 grades, is then set in advance The security level threshold value set can be 3.5 grades, 4 grades etc..
In the present embodiment, if the security level of target driver is greater than default security level threshold value, illustrate target driver It can guarantee the safety of passenger or cargo during soliciting guests or diners or hauling goods, it is determined that target driver is through safety certification.If target The security level of driver is less than or equal to default security level threshold value, then illustrates that target driver cannot be during soliciting guests or diners or hauling goods Guarantee the safety of passenger or cargo, it is determined that target driver is not through safety certification.
104, determine that target driver is that net about vehicle registers driver.
In the present embodiment, if target driver through safety certification, it is determined that target driver be net about vehicle register driver, can The message to succeed in registration is sent to the terminal device of target driver.
It is understood that then target driver can be answered by calling a taxi if it is determined that target driver is that net about vehicle registers driver The order of net about vehicle is carried out with software, online lower execution net about vehicle order.
Net provided in this embodiment about vehicle driver safety authentication method, however, it is determined that target driver has registration and qualification, then obtains The historical behavior track data of target driver;The security level of target driver is determined according to historical behavior track data;If safety Rank is greater than default security level threshold value, it is determined that target driver is through safety certification;Determine that target driver is that net about vehicle is registered Driver.Due to determining the mesh by the historical behavior track data of target driver after determining that target driver has registration and qualification The security level whether mark driver meets net about vehicle to carry out safety certification to target driver, can make net about vehicle registration driver The driver that safety certification passes through, and then improve the safety of registration driver, guarantees to solicit guests or diners or passenger or cargo during hauling goods Safety.
Fig. 2 be another embodiment of the present invention provides net about vehicle driver safety authentication method flow chart, as shown in Fig. 2, The net about vehicle driver safety authentication method the following steps are included:
201, the certificate information of target driver is obtained using OCR technique.
Wherein, OCR technique is the abbreviation (English are as follows: Optical Character of optical character identification Recognition), carried out using OCR technique by identity card and driver's license of the optics input modes such as scanning to target driver Scanning converts image information for the text information of identity card and driver's license, character recognition technology is recycled to turn image information Turn to the information that can be input in the electronic equipments such as computer.
In the present embodiment, when target driver initiates registration by application software of calling a taxi, target department is extracted using OCR technique Certificate information in the identity card and driver's license of machine, and then replace manually entering certificate information, it accelerates and obtains target driver's The speed of certificate information.
202, certificate information is audited, to judge whether target driver has registration and qualification.
In the present embodiment, ID card information is audited first, it, can dynamic when being audited to ID card information The facial image for acquiring target driver judges whether target driver is this according to the facial image in facial image and identity card People's registration if I registers, then judges whether the driver's license information is the driver's license information of target driver and judgement is It is no to meet requirement of the application software to registration driver driving card of calling a taxi, however, it is determined that driver's license information is the driving of target driver It demonstrate,proves information and meets requirement of the application software to registration driver driving card of calling a taxi, it is determined that target driver has registration and qualification.If Target driver it is non-I register, although be I register, driver's license information be not target driver driver's license letter The driver's license information of breath or target driver do not meet requirement of the application software to registration driver driving card of calling a taxi, it is determined that mesh It marks driver and does not have registration and qualification.
203, if it is determined that target driver has registration and qualification, it is determined that the identification information of target driver.
In the present embodiment, the identification information of target driver, target can be determined according to ID card information or driver's license information The identification information of driver can be identification card number, driver license number etc..
204, corresponding historical behavior track is obtained from least one third-party platform according to the identification information of target driver Data.
In the present embodiment, a kind of historical behavior track data of target driver is stored in each third-party platform, then Historical behavior track data acquisition request can be sent to each third-party platform according to the identification information of target driver, with from third Fang Pingtai gets corresponding historical behavior track data.
Wherein, historical behavior track data includes any one or more of following data:
Violation act of violating regulations data, behavior of credit data, working experience behavioral data.
If historical behavior track data includes violation act of violating regulations data, third-party platform can for public security platform and/ Or traffic control platform etc..If historical behavior track data includes behavior of credit data, third-party platform can be flat for personal credit Platform.If historical behavior track data includes working experience behavioral data, third-party platform can be recruitment platform.
205, historical behavior track data is input to training into convergent first sorting algorithm model, to pass through first The security level of sorting algorithm model output target driver.
Wherein, " first " in the first sorting algorithm model is to distinguish the second sorting algorithm mould in subsequent step Type.
Optionally, in the present embodiment, it trains if not having to convergent first sorting algorithm model, before executing 205, Further include the steps that being trained the first sorting algorithm model, it includes following for being trained step to the first sorting algorithm model Step:
Obtain the corresponding training sample of the first sorting algorithm model.
Training sample is input in initial first sorting algorithm model, to be instructed to initial first sorting algorithm model Practice, obtains training to convergent first sorting algorithm model.
Specifically, in the present embodiment, initial first sorting algorithm model and training sample are obtained first.Training sample is Each have determined the historical behavior track data of the driver of security level.Each training sample is input to initial first classification In algorithm model, initial first sorting algorithm model classifies to training sample, exports the security level of each training sample, And compared with predetermined security level, the accuracy rate of classification results is determined, according to the accuracy rate of classification results to first The parameter to begin in the first sorting algorithm model carries out tuning, is until the accuracy rate of classification results reaches default accuracy rate threshold value Only, then the first sorting algorithm model at this time is to train to convergent first sorting algorithm model.
Wherein, presetting accuracy rate threshold value can be 95%, 98% etc., be not construed as limiting in the present embodiment to this.
In the present embodiment, the first sorting algorithm model can be machine learning algorithm, deep learning algorithm etc., this implementation This is not construed as limiting in example.
In the present embodiment, in the training to the first sorting algorithm model, training is obtained to convergent first sorting algorithm After model, historical behavior track data is input to training into convergent first sorting algorithm model, training to convergent the One sorting algorithm model classifies to historical behavior track data, exports the security level of target driver.
In the present embodiment, using training to convergent first sorting algorithm model to the historical behavior track of target driver Data are classified, and the security level of target driver is exported, since the sorting algorithm model is by training to convergent model, With very high classification accuracy, so improving the accuracy rate of the security level of determining target driver.
If 206, security level is greater than default security level threshold value, it is determined that target driver is through safety certification.
207, determine that target driver is that net about vehicle registers driver.
In the present embodiment, the realization side of the 103-104 in the implementation of 206-207 and embodiment illustrated in fig. 1 of the present invention Formula is similar, and this is no longer going to repeat them.
208, the History Order behavioral data of target driver is obtained.
Optionally, in the present embodiment, after the registration driver that target driver becomes net about vehicle, target driver is answered by calling a taxi Net about vehicle order is carried out with software, the net completed about vehicle order is history net about vehicle order, extracts history net about vehicle order In History Order behavioral data.
Wherein, History Order behavioral data may include: lower single user comment data, complain data, violation order data Deng.
209, according to the security level of historical behavior track data and History Order behavioral data more fresh target driver.
Optionally, in the present embodiment, according to historical behavior track data and History Order behavioral data more fresh target department The safety level of machine otherwise can be with are as follows:
Historical behavior track data and History Order behavioral data are input to training to convergent second sorting algorithm mould In type, to export the updated security level of target driver by the second sorting algorithm model.
Wherein, the second sorting algorithm model can be machine learning algorithm or deep learning algorithm etc., it is right in the present embodiment This is not construed as limiting.
It is understood that training if not having to convergent second sorting algorithm model, before executing 209, further include The step of being trained to the second sorting algorithm model, the step of being trained to the second sorting algorithm model include following step It is rapid:
Obtain the corresponding training sample of the second sorting algorithm model.
Training sample is input in initial second sorting algorithm model, to be instructed to initial second sorting algorithm model Practice, obtains training to convergent second sorting algorithm model.
Specifically, in the present embodiment, to the second sorting algorithm model be trained with to the first sorting algorithm model It is trained the difference is that the training sample of the second sorting algorithm model is each to have determined that the driver of security level goes through History action trail data and History Order behavioral data.To other steps of the second classification algorithm training with to the first sorting algorithm The correspondence step of the training of model is similar, and this is no longer going to repeat them.
210, actual time safety certification is carried out to target driver according to updated security level.
In the present embodiment, although target driver has been registration driver, net about vehicle order is executed in target driver During, continue to be updated the security level of target driver, by the security level of update and default security level threshold Value compares, if updated security level is greater than default security level threshold value, it is determined that target driver keeps safety Certification illustrates that target driver exists if updated security level is less than or equal to default security level threshold value by state During executing net about vehicle order, security level is being reduced, and is no longer complies with the security level of net about vehicle registration driver, is then forbidden Target driver continues to execute net about vehicle order.
Net provided in this embodiment about vehicle driver safety authentication method, determine target driver be net about vehicle register driver it Afterwards, the History Order behavioral data of target driver is obtained;It is updated according to historical behavior track data and History Order behavioral data The security level of target driver;Actual time safety certification is carried out to target driver according to updated security level, can be supervised in real time Each net about vehicle order that registration driver executes is superintended and directed, and joined History Order behavioral data when carrying out safety certification, is made pair The safety certification of registration driver more meets the scene of net about vehicle.
The net of one or more embodiments of the invention described in detail below about vehicle driver safety authentication device.This field Technical staff is appreciated that commercially available hardware component can be used to pass through this programme institute for these nets about vehicle driver safety authentication device The step of introduction, is configured to constitute.
Fig. 3 is the structural schematic diagram of net provided by one embodiment of the present invention about vehicle driver safety authentication device, such as Fig. 3 institute Show, the net about vehicle driver safety authentication device may include: that track data obtains module 11, and rank determination module 12 is recognized safely Demonstrate,prove module 13 and registration driver's determining module 14.
Track data obtains module 11, for if it is determined that target driver has registration and qualification, then obtaining the history of target driver Action trail data.
Rank determination module 12, for determining the security level of target driver according to historical behavior track data.
Security authentication module 13, if being greater than default security level threshold value for security level, it is determined that target driver passes through Safety certification.
Driver's determining module 14 is registered, for determining that target driver is that net about vehicle registers driver.
Optionally, track data obtains module 11, specifically can be used for: determining the identification information of target driver;According to mesh The identification information for marking driver obtains corresponding historical behavior track data from least one third-party platform.
Optionally, historical behavior track data includes any one or more of following data:
Violation act of violating regulations data, behavior of credit data, working experience behavioral data.
Optionally, the net about vehicle driver safety authentication device further include: order data obtain module, grade renewal module and Real-time authentication module.
Order data obtains module, for obtaining the History Order behavioral data of target driver.Grade renewal module, is used for According to the security level of historical behavior track data and History Order behavioral data more fresh target driver.Real-time authentication module is used According to updated security level to target driver carry out actual time safety certification.
Optionally, rank determination module 12 specifically can be used for: historical behavior track data is input to training to convergence The first sorting algorithm model in, with by the first sorting algorithm model export target driver security level.
Optionally, the net about vehicle driver safety authentication device further include: sample acquisition module and model training module.
Sample acquisition module, for obtaining the corresponding training sample of the first sorting algorithm model.Model training module is used for Training sample is input in initial first sorting algorithm model, to be trained to initial first sorting algorithm model, is obtained It trains to convergent first sorting algorithm model.
Optionally, the net about vehicle driver safety authentication device further include: certificate obtains module and registration and qualification judgment module.
Certificate obtains module, for obtaining the certificate information of target driver using OCR technique.Registration and qualification judgment module, For being audited to certificate information, to judge whether target driver has registration and qualification.
The about vehicle driver safety authentication device of net shown in Fig. 3 can execute Fig. 1-embodiment illustrated in fig. 2 method, execute in detail Process can be with the description in previous embodiment, and details are not described herein.
In a possible design, the structure of the about vehicle driver safety authentication device of net shown in Fig. 3 can be realized as an electronics Equipment.The electronic equipment can be the terminal devices such as computer, laptop, smart phone, tablet computer, can also be with It is server.The server can be the physical server comprising a unique host, or may be mainframe cluster carrying Virtual server, or may be Cloud Server.As shown in figure 4, the electronic equipment may include: processor 21 and memory 22.Wherein, memory 22 supports server to execute the net Yue Che driver provided in above-mentioned Fig. 1-embodiment illustrated in fig. 2 for storing The program of safety certifying method, processor 21 are configurable for executing the program stored in memory 22.
The program includes one or more computer instruction, wherein one or more computer instruction is held by processor 21 It can be realized following steps when row:
If it is determined that target driver has registration and qualification, then the historical behavior track data of target driver is obtained.
The security level of target driver is determined according to historical behavior track data.
If security level is greater than default security level threshold value, it is determined that target driver is through safety certification.
Determine that target driver is that net about vehicle registers driver.
Optionally, processor 21 is also used to execute all or part of the steps in earlier figures 1- embodiment illustrated in fig. 2.
Wherein, in the structure of electronic equipment can also include communication interface 23, communication interface 23 be used for other equipment or Communication.
In addition, the embodiment of the invention provides a kind of computer readable storage medium, for used in stored electrons equipment Computer software instructions, it includes for executing net about vehicle driver safety authenticating party in embodiment of the method shown in above-mentioned Fig. 1-Fig. 2 Program involved in method.
The apparatus embodiments described above are merely exemplary, wherein unit can be as illustrated by the separation member Or it may not be and be physically separated.Some or all of the modules therein can be selected to realize according to the actual needs The purpose of this embodiment scheme.Those of ordinary skill in the art are without paying creative labor, it can understand And implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can It is realized by the mode of required general hardware platform is added, naturally it is also possible to which reality is come in conjunction with by way of hardware and software It is existing.Based on this understanding, substantially the part that contributes to existing technology can be to calculate in other words for above-mentioned technical proposal The form of machine product embodies, and it wherein includes the meter of computer usable program code that the present invention, which can be used in one or more, The computer journey implemented in calculation machine usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) The form of sequence product.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations;Although Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features; And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and Range.

Claims (10)

1. a kind of net about vehicle driver safety authentication method characterized by comprising
If it is determined that target driver has registration and qualification, then the historical behavior track data of target driver is obtained;
The security level of the target driver is determined according to the historical behavior track data;
If the security level is greater than default security level threshold value, it is determined that the target driver is through safety certification;
Determine that the target driver is that net about vehicle registers driver.
2. the method according to claim 1, wherein it is described obtain target driver historical behavior track data, Include:
Determine the identification information of the target driver;
Corresponding historical behavior track data is obtained from least one third-party platform according to the identification information of the target driver.
3. the method according to claim 1, wherein the historical behavior track data includes appointing for following data It anticipates one or more:
Violation act of violating regulations data, behavior of credit data, working experience behavioral data.
4. the method according to claim 1, wherein the determination target driver is that net about vehicle registers driver Later, further includes:
Obtain the History Order behavioral data of the target driver;
The security level of the target driver is updated according to the historical behavior track data and the History Order behavioral data;
Actual time safety certification is carried out to the target driver according to the updated security level.
5. the method according to claim 1, wherein described according to historical behavior track data determination The security level of target driver, comprising:
The historical behavior track data is input to training into convergent first sorting algorithm model, to pass through described first Sorting algorithm model exports the security level of the target driver.
6. according to the method described in claim 5, it is characterized in that, described be input to training for the historical behavior track data Extremely in convergent first sorting algorithm model, to export the safety level of the target driver by the first sorting algorithm model Before not, further includes:
Obtain the corresponding training sample of the first sorting algorithm model;
The training sample is input in initial first sorting algorithm model, with to the initial first sorting algorithm model into Row training, obtains the training to convergent first sorting algorithm model.
7. then obtaining the method according to claim 1, wherein described if it is determined that target driver has registration and qualification Before the historical behavior track data of target driver, further includes:
The certificate information of the target driver is obtained using OCR technique;
The certificate information is audited, to judge whether the target driver has registration and qualification.
8. a kind of net about vehicle driver safety authentication device characterized by comprising
Track data obtains module, for if it is determined that target driver has registration and qualification, then obtaining the historical behavior rail of target driver Mark data;
Rank determination module, for determining the security level of the target driver according to the historical behavior track data;
Security authentication module, if being greater than default security level threshold value for the security level, it is determined that the target driver is logical Cross safety certification;
Driver's determining module is registered, for determining that the target driver is that net about vehicle registers driver.
9. a kind of electronic equipment characterized by comprising memory, processor;Wherein, the memory is for storing one Or a plurality of computer instruction, wherein realize when one or more computer instruction is executed by the processor as right is wanted The about vehicle driver safety authentication method of net described in asking any one of 1 to 7.
10. a kind of computer readable storage medium, which is characterized in that refer to for computer software used in stored electrons equipment It enables, it includes for executing journey involved in the about vehicle driver safety authentication method of the net as described in any one of claims 1 to 7 Sequence.
CN201910482542.XA 2019-06-04 2019-06-04 Net about vehicle driver safety authentication method, device, equipment and storage medium Pending CN110390534A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910482542.XA CN110390534A (en) 2019-06-04 2019-06-04 Net about vehicle driver safety authentication method, device, equipment and storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910482542.XA CN110390534A (en) 2019-06-04 2019-06-04 Net about vehicle driver safety authentication method, device, equipment and storage medium

Publications (1)

Publication Number Publication Date
CN110390534A true CN110390534A (en) 2019-10-29

Family

ID=68285209

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910482542.XA Pending CN110390534A (en) 2019-06-04 2019-06-04 Net about vehicle driver safety authentication method, device, equipment and storage medium

Country Status (1)

Country Link
CN (1) CN110390534A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111860090A (en) * 2019-11-06 2020-10-30 北京嘀嘀无限科技发展有限公司 Vehicle verification method and device

Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105488046A (en) * 2014-09-16 2016-04-13 钛马信息网络技术有限公司 Big data analysis system based on vehicle insurance services
CN105931384A (en) * 2016-05-27 2016-09-07 大连楼兰科技股份有限公司 Self-help vehicle taking method in vehicle sharing process and vehicle sharing method based on self-help vehicle taking
CN106056162A (en) * 2016-06-07 2016-10-26 浙江大学 A traffic safety credit scoring method based on GPS track and traffic law-violation records
CN108038769A (en) * 2017-12-30 2018-05-15 惠龙易通国际物流股份有限公司 A kind of identity identifying method, equipment and computer-readable storage medium
CN108667814A (en) * 2018-04-19 2018-10-16 阿里巴巴集团控股有限公司 A kind of service access method, device and electronic equipment
CN108711016A (en) * 2018-06-05 2018-10-26 合肥湛达智能科技有限公司 A kind of driving behavior methods of marking based on BP neural network
CN109118055A (en) * 2018-07-19 2019-01-01 众安信息技术服务有限公司 A kind of driving behavior methods of marking and device
CN109299801A (en) * 2018-09-07 2019-02-01 福建兑信科技有限公司 A kind of net about vehicle lock driver automatic recognition system
CN109325705A (en) * 2018-10-11 2019-02-12 北京三驰惯性科技股份有限公司 A kind of driving habit methods of marking and system based on inertia integration technology
CN109416823A (en) * 2017-04-18 2019-03-01 北京嘀嘀无限科技发展有限公司 System and method for determining driver safety point
CN109636702A (en) * 2018-12-12 2019-04-16 泰康保险集团股份有限公司 Information management system, method, medium and electronic equipment
CN109685431A (en) * 2019-01-04 2019-04-26 杭州卓凯科技有限公司 Net about goods vehicle driver credit management system and method
CN109829621A (en) * 2018-12-28 2019-05-31 深圳市元征科技股份有限公司 A kind of net about vehicle worksheet processing method and device

Patent Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105488046A (en) * 2014-09-16 2016-04-13 钛马信息网络技术有限公司 Big data analysis system based on vehicle insurance services
CN105931384A (en) * 2016-05-27 2016-09-07 大连楼兰科技股份有限公司 Self-help vehicle taking method in vehicle sharing process and vehicle sharing method based on self-help vehicle taking
CN106056162A (en) * 2016-06-07 2016-10-26 浙江大学 A traffic safety credit scoring method based on GPS track and traffic law-violation records
CN109416823A (en) * 2017-04-18 2019-03-01 北京嘀嘀无限科技发展有限公司 System and method for determining driver safety point
CN108038769A (en) * 2017-12-30 2018-05-15 惠龙易通国际物流股份有限公司 A kind of identity identifying method, equipment and computer-readable storage medium
CN108667814A (en) * 2018-04-19 2018-10-16 阿里巴巴集团控股有限公司 A kind of service access method, device and electronic equipment
CN108711016A (en) * 2018-06-05 2018-10-26 合肥湛达智能科技有限公司 A kind of driving behavior methods of marking based on BP neural network
CN109118055A (en) * 2018-07-19 2019-01-01 众安信息技术服务有限公司 A kind of driving behavior methods of marking and device
CN109299801A (en) * 2018-09-07 2019-02-01 福建兑信科技有限公司 A kind of net about vehicle lock driver automatic recognition system
CN109325705A (en) * 2018-10-11 2019-02-12 北京三驰惯性科技股份有限公司 A kind of driving habit methods of marking and system based on inertia integration technology
CN109636702A (en) * 2018-12-12 2019-04-16 泰康保险集团股份有限公司 Information management system, method, medium and electronic equipment
CN109829621A (en) * 2018-12-28 2019-05-31 深圳市元征科技股份有限公司 A kind of net about vehicle worksheet processing method and device
CN109685431A (en) * 2019-01-04 2019-04-26 杭州卓凯科技有限公司 Net about goods vehicle driver credit management system and method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111860090A (en) * 2019-11-06 2020-10-30 北京嘀嘀无限科技发展有限公司 Vehicle verification method and device

Similar Documents

Publication Publication Date Title
US11138524B2 (en) Cascaded boosted predictive models
CN110706090A (en) Credit fraud identification method and device, electronic equipment and storage medium
CN111932262B (en) Methods, computing devices, and media for identifying transaction risk with respect to consumption credentials
CN109446936A (en) A kind of personal identification method and device for monitoring scene
WO2019165669A1 (en) Method for preventing bank card fraud, apparatus, computer device and storage medium
CN108062674A (en) Order fraud recognition methods, system, storage medium and electronic equipment based on GPS
CN108985569A (en) A kind of vehicle risk appraisal procedure, server
CN111105110A (en) Driving risk determination method, device, medium and computing equipment
CN108682158A (en) Video analysis and scoring method for early warning and system
CN115186303B (en) Financial signature safety management method and system based on big data cloud platform
CN111861501A (en) Complaint processing method, complaint processing system, computer device, and storage medium
Marchegiani et al. Long-term driving behaviour modelling for driver identification
CN109242700A (en) Intelligent vehicle insurance is reported a case to the security authorities method, system, computer equipment and storage medium
CN109859085A (en) Safe early warning method and Related product
CN108682157A (en) Video analysis and method for early warning and system
Sibai AI crimes: a classification
CN110390533A (en) Net about vehicle driver identification identification method, device, equipment and storage medium
CN112069893A (en) Bill processing method and device, electronic equipment and storage medium
CN110390534A (en) Net about vehicle driver safety authentication method, device, equipment and storage medium
Bangui et al. Deep-learning based trust management with self-adaptation in the internet of behavior
CN110704803A (en) Target object evaluation value calculation method and device, storage medium and electronic device
CN109344582A (en) Authentication method, device and storage medium
Nitta et al. AI ethics impact assessment based on requirement engineering
JP6368261B2 (en) Authentication system and authentication method
CN116092094A (en) Image text recognition method and device, computer readable medium and electronic equipment

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination