CN104050730A - Method and apparatus for processing vehicle reported information - Google Patents
Method and apparatus for processing vehicle reported information Download PDFInfo
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- CN104050730A CN104050730A CN201410223015.4A CN201410223015A CN104050730A CN 104050730 A CN104050730 A CN 104050730A CN 201410223015 A CN201410223015 A CN 201410223015A CN 104050730 A CN104050730 A CN 104050730A
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Abstract
This application provides a method and an apparatus for processing vehicle reported information. The method comprises the steps of: according to the historical data, determining a first scope of vehicle characteristic values reflecting the correct running state of the vehicle; acquiring the characteristic values in the reported information from the vehicle to be determined; determining whether the characteristic values of the vehicle to be determined are in the first scope; and if the characteristic values of the vehicle to be determined are not in the first scope, determining that the reporting information of the vehicle to be determined does not reflect the running state of the vehicle correctly. The method and apparatus in the application can improve the accuracy for determining whether the reported information reflects the correct running state of the vehicle.
Description
Technical field
The application relates to technical field of measurement and test, particularly relates to a kind of disposal route and device of vehicle reporting information.
Background technology
In the prior art, vehicle can reporting position information.In the vehicle position data reporting, may exist user on car machine, to carry out some and cover the loss of data that action causes, also may there is people to carry out fraudulent activities by Internet Transmission data falsification.
To this, the solution of prior art comprises: method one, contrast vehicle running state and oil consumption state, if vehicle is in dead ship condition and oil consumption is serious, be likely that driver carried out other operations after having shielded car machine, now can determine that the information that vehicle reports can not correctly reflect its running status, that is in the information that, vehicle reports, there is cheating information.Method two, from front end processor end, judge, if the position data of certain car transmission is too frequent, judge that the information that its vehicle reports can not correctly reflect its running status,, exists cheating information that is in the information that vehicle reports.
The data message that method one is used is limited, and the possibility of erroneous judgement is larger; For method two, while there is hardware fault due to car machine, also can frequently report position data, therefore, method two can not be distinguished cheating and car machine hard error well, thereby can not accurately judge whether to exist cheating information.
Summary of the invention
The application's technical matters to be solved is to provide a kind of disposal route and device of vehicle reporting information, can accurately judge whether information that vehicle reports can correctly reflect the running status of vehicle.
In order to address the above problem, the application discloses a kind of disposal route of vehicle reporting information, comprising: according to historical data, determine the first scope of the vehicle characteristics value of reflection vehicle true(-)running state; Obtain the eigenwert in the information that vehicle to be judged reports; Judge that the eigenwert of vehicle to be judged is whether in the first scope; When the eigenwert wait judging vehicle is not in the first scope, determine that the information that vehicle to be judged reports does not reflect the running status that vehicle is correct.
Preferably, when the eigenwert wait judging vehicle is in the first scope, the correct running status of vehicle of having determined message reflection that vehicle to be judged reports.
Preferably, according to historical data, determine the first scope of the vehicle characteristics value of reflection vehicle true(-)running state, comprising: according to the license plate number of vehicle, historical data is divided into groups, wherein, every group of corresponding license plate number of historical data; To every group of historical data, according to section, classify; To each section, historical data is analyzed, determine the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section.
Preferably, historical data is analyzed, determine the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section, comprise: historical data is carried out to normalize processing, determine that the scope that normalize distributes is in this section, to reflect the first scope of the vehicle characteristics value of vehicle true(-)running state.
Preferably, eigenwert comprise following one of at least: section working time of the speed of vehicle, the type of vehicle, vehicle, the running route of vehicle, the oil temperature of the oil consumption of vehicle and vehicle.
In order to address the above problem, the application discloses a kind for the treatment of apparatus of vehicle reporting information, comprising: the first determining unit, for according to historical data, determine the first scope of the vehicle characteristics value of reflection vehicle true(-)running state; Acquiring unit, for obtaining the eigenwert of the information that vehicle to be judged reports; Judging unit, for the eigenwert that judges vehicle to be judged whether in the first scope; The second determining unit, not in the first scope time, determines that the information that vehicle to be judged reports does not reflect the running status that vehicle is correct for the eigenwert when wait judging vehicle.
Preferably, the second determining unit is also for the eigenwert when wait judging vehicle in the first scope time, the correct running status of vehicle of having determined message reflection that vehicle to be judged reports.
Preferably, the first determining unit comprises: grouping subelement, for the license plate number according to vehicle, historical data is divided into groups, wherein, every group of corresponding license plate number of historical data; Classification subelement, for to every group of historical data, classifies according to section; Analyze subelement, for to each section, historical data is analyzed, determine the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section.
Preferably, analyze subelement also for: historical data is carried out to normalize processing, determines that scope that normalize distributes is for reflecting the first scope of the vehicle characteristics value of vehicle true(-)running state in this section.
Preferably, eigenwert comprise following one of at least: section working time of the speed of vehicle, the type of vehicle, vehicle, the running route of vehicle, the oil temperature of the oil consumption of vehicle and vehicle.
Compared with prior art, the application has the following advantages:
In this application, according to historical data, determine the range of characteristic values that can accurately reflect travel condition of vehicle, when the eigenwert wait judging vehicle is not within the scope of this, can judge the information that vehicle reports and not reflect the running status that vehicle is correct, thereby can improve the accuracy whether information that judgement reports reflects the running status that vehicle is correct.
Accompanying drawing explanation
Fig. 1 is according to the process flow diagram of the disposal route of a kind of vehicle reporting information of the embodiment of the present invention one;
Fig. 2 is according to the process flow diagram of the method for the foundation cheating information model of the embodiment of the present invention two;
Fig. 3 is according to the process flow diagram of the method for the statistics cheating data of the embodiment of the present invention two;
Fig. 4 is according to the structured flowchart of the treating apparatus of a kind of vehicle reporting information of the embodiment of the present invention three;
Fig. 5 is according to the structured flowchart of the treating apparatus of a kind of preferred vehicle reporting information of the embodiment of the present invention three.
Embodiment
For the application's above-mentioned purpose, feature and advantage can be become apparent more, below in conjunction with the drawings and specific embodiments, the application is described in further detail.
Embodiment mono-
With reference to Fig. 1, show the disposal route of a kind of vehicle reporting information of the application, comprising:
Step 102, according to historical data, determines the first scope of the vehicle characteristics value of reflection vehicle true(-)running state; This first scope is the reasonable value scope of the vehicle characteristics value that can correctly reflect vehicle true(-)running state.
At present, traffic and transportation sector is built the operation systems such as vehicle supervision/monitoring, in the process of long-term these systems of operation, can continue to receive that numerous vehicle terminations send take position data as main vehicle message data.These message datas become after mass data through accumulation, from wherein carrying out data mining, will obtain much adopting the ND information of ordinary skill and rule.These message datas are the historical data in the present embodiment,, historical data is that the position data of take from vehicle that the operation systems such as vehicle supervision/monitoring receive is main message data, historical data can comprise following one of at least: section working time of the speed of vehicle, the type of vehicle, vehicle, the running route of vehicle, the oil temperature of the oil consumption of vehicle and vehicle.
When specific implementation, can historical data be divided into groups according to the license plate number of vehicle, every group of corresponding license plate number of historical data; To every group of historical data, according to section, classify; To each section, historical data is analyzed, determine the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section, thereby obtain the reasonable value scope of the eigenwert of various vehicles on each section.
In a preferred embodiment of the embodiment of the present invention, can carry out normalize processing to historical data, determine that the scope that normalize distributes is in this section, to reflect the first scope of the vehicle characteristics value of vehicle true(-)running state.By this embodiment, can accurately obtain the first scope of the vehicle characteristics value that can reflect vehicle true(-)running state.
Wherein, above-mentioned eigenwert can be following one of at least: section working time of the speed of vehicle, the type of vehicle, vehicle, the running route of vehicle, the oil temperature of the oil consumption of vehicle and vehicle.
Step 104, obtains the eigenwert in the information that vehicle to be judged reports;
For example, by vehicle, the operation system such as supervise/monitor and receive the information that vehicle to be judged reports, therefrom obtain out the eigenwert that can judge travel condition of vehicle.
Step 106, judges that the eigenwert of vehicle to be judged is whether in the first scope;
Step 108, when the eigenwert wait judging vehicle is not in the first scope, determines that the information that vehicle to be judged reports does not reflect the running status that vehicle is correct.
When the eigenwert wait judging vehicle is more than one, if one of them eigenwert not in the first scope corresponding to this eigenwert, determines that the information that vehicle to be judged reports does not reflect the running status that vehicle is correct.
In a preferred embodiment of the embodiment of the present invention, when the eigenwert wait judging vehicle is in the first scope, the correct running status of vehicle of can having determined message reflection that vehicle to be judged reports.For example,, when the eigenwert wait judging vehicle is more than one, if all eigenwerts all in the first scope corresponding to this eigenwert, have been determined message reflection that vehicle to be judged the reports correct running status of vehicle.By this embodiment, the correct running status of vehicle of can accurately having determined message reflection that vehicle to be judged reports.
In the present embodiment, according to historical data, determine the range of characteristic values that can accurately reflect travel condition of vehicle, when the eigenwert wait judging vehicle is not within the scope of this, can judge the information that vehicle reports and not reflect the running status that vehicle is correct, thereby can improve the accuracy whether information that judgement reports reflects the running status that vehicle is correct.
Embodiment bis-
The present embodiment also provides a kind of disposal route of vehicle reporting information, and the method is based on magnanimity car machine message data to carry out on the basis of data mining, in conjunction with road net data, the cheating that may exist in message information is analyzed to judgement.The method comprises: set up cheating information model and statistics cheating information data, below the method is elaborated.
Fig. 2 shows the process flow diagram of setting up the method for cheating information model in the application, and as shown in Figure 2, the method comprises:
Step 202, gathers message data, obtains the message information of all vehicles.
Step 204, divides into groups according to the number-plate number of vehicle to all historical message data of collecting.
Step 206, obtains all road net data.
Step 208, analyzes road net data, and road network is divided into a plurality of sections according to the scope in every kilometer of section, generates the data of each unit, section.
Step 210, on each section, adds up and polymerization analysis data such as section working time of vehicle, car speed, vehicle model, route grade, oil consumption and oil temperatures;
Step 212, carries out normalize processing by the above-mentioned data in this section, determines that the scope of reasonable value of each data as fiducial interval, that is, determines the first scope of each eigenwert in embodiment mono-.
Step 214, the condition the threshold value whether definite fiducial interval of step 212 is practised fraud as check, that is, whether the information that the definite fiducial interval of step 212 is reported as check vehicle correctly reflects the condition of its running status.
To each section, repeating step 210 is to step 214, until travel through all sections.By the way, obtained first scope (fiducial interval) of each eigenwert in each section, then, just can determine whether the information that vehicle reports exists cheating according to this first scope.
Fig. 3 shows the process flow diagram of the method for statistics cheating data in the application, and as shown in Figure 3, the method comprises:
Step 302, the vehicle that selection need to be practised fraud and be judged.
Step 304, travels through historical message data, obtains this vehicle required various condition data in cheating information model.For example, add up the data such as car speed, vehicle model, route grade, oil consumption, oil temperature of this vehicle in certain period.
Step 306, the Various types of data that step 304 is got is updated in cheating information model, judges that data are whether in the determined scope of model.
Step 308, judges whether this vehicle has the data outside fiducial interval (also becoming credible threshold value), if had, is, performs step 310, otherwise execution step 312.
Step 310, determines that this vehicle exists cheating constantly at this.
Step 312, determines that this vehicle do not practise fraud in this moment.
If will adding up his vehicle, car owner whether carried out cheating in this month, can set up cheating analytical model according to the method shown in Fig. 2, then, according to information such as section working time of all vehicles of this car owner's this month of the method statistic shown in Fig. 3, car speed, vehicle model, route grade, oil consumption, oil temperatures, and the judgement of practising fraud, finally by judged result, notify car owner.
With respect to prior art, the present embodiment is based on large data technique, and, make full use of the advantage of the large data of car machine message, excavate effective information is that target provides support as far as possible, can improve the accuracy of judgement, in addition, the data dimension that the present embodiment adopts increases, and has further improved the accuracy to the judgement of the data true and false, therefore, improved and judged whether reporting information reflects the accuracy of travel condition of vehicle.
Embodiment tri-
With reference to Fig. 4, show the treating apparatus of a kind of vehicle reporting information of the application, this device is used for realizing said method, and therefore, the feature in said method embodiment can be applied in the present embodiment, and this device comprises:
The first determining unit 402, for according to historical data, determines the first scope of the vehicle characteristics value of reflection vehicle true(-)running state;
Acquiring unit 404, for obtaining the eigenwert of the information that vehicle to be judged reports;
Judging unit 406, for the eigenwert that judges vehicle to be judged whether in the first scope;
The second determining unit 408, not in the first scope time, determines that the information that vehicle to be judged reports does not reflect the running status that vehicle is correct for the eigenwert when wait judging vehicle.
In a preferred embodiment of the embodiment of the present invention, the second determining unit 408 is also for the eigenwert when wait judging vehicle in the first scope time, the correct running status of vehicle of having determined message reflection that vehicle to be judged reports.
Fig. 5 shows the treating apparatus of a kind of preferred vehicle reporting information of the application, and as shown in Figure 5, in a preferred embodiment of the embodiment of the present invention, the first determining unit 402 comprises:
Grouping subelement 502, divides into groups historical data for the license plate number according to vehicle, wherein, and every group of corresponding license plate number of historical data;
Classification subelement 504, for to every group of historical data, classifies according to section;
Analyze subelement 506, for to each section, historical data is analyzed, determine the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section.
In a preferred embodiment of the embodiment of the present invention, analyze subelement 506 also for historical data is carried out to normalize processing, determine that the scope that normalize distributes is in this section, to reflect the first scope of the vehicle characteristics value of vehicle true(-)running state.
In a preferred embodiment of the embodiment of the present invention, eigenwert comprise following one of at least: section working time of the speed of vehicle, the type of vehicle, vehicle, the running route of vehicle, the oil temperature of the oil consumption of vehicle and vehicle.
In the present embodiment, according to historical data, determine the range of characteristic values that can accurately reflect travel condition of vehicle, when the eigenwert wait judging vehicle is not within the scope of this, can judge the information that vehicle reports and not reflect the running status that vehicle is correct, thereby can improve the accuracy whether information that judgement reports reflects the running status that vehicle is correct.
Each embodiment in this instructions all adopts the mode of going forward one by one to describe, and each embodiment stresses is the difference with other embodiment, between each embodiment identical similar part mutually referring to.For system embodiment, because it is substantially similar to embodiment of the method, so description is fairly simple, relevant part is referring to the part explanation of embodiment of the method.
Disposal route and the device of a kind of vehicle reporting information above the application being provided, be described in detail, applied specific case herein the application's principle and embodiment are set forth, the explanation of above embodiment is just for helping to understand the application's method and core concept thereof; Meanwhile, for one of ordinary skill in the art, the thought according to the application, all will change in specific embodiments and applications, and to sum up, this description should not be construed as the restriction to the application.
Claims (10)
1. a disposal route for vehicle reporting information, is characterized in that, comprising:
According to historical data, determine the first scope of the vehicle characteristics value of reflection vehicle true(-)running state;
Obtain the eigenwert in the information that vehicle to be judged reports;
Described in judgement, whether the eigenwert of vehicle to be judged is in described the first scope;
When the described eigenwert wait judging vehicle is not in described the first scope, the information that described in determining, vehicle to be judged reports does not reflect the running status that vehicle is correct.
2. method as claimed in claim 1, is characterized in that, when the described eigenwert wait judging vehicle is in the first scope, the message reflection that described in determining, vehicle to be judged reports the correct running status of vehicle.
3. method as claimed in claim 1, is characterized in that, according to historical data, determines the first scope of the vehicle characteristics value of reflection vehicle true(-)running state, comprising:
According to the license plate number of vehicle, described historical data is divided into groups, wherein, every group of corresponding license plate number of historical data;
To every group of historical data, according to section, classify;
To each section, described historical data is analyzed, determine the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section.
4. method as claimed in claim 3, is characterized in that, described historical data is analyzed, and determines the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section, comprising:
Described historical data is carried out to normalize processing, determine that the scope that normalize distributes is in this section, to reflect the first scope of the vehicle characteristics value of vehicle true(-)running state.
5. as the method for any one in claim 1 to 4, it is characterized in that, described eigenwert comprise following one of at least:
Section working time of the speed of vehicle, the type of vehicle, vehicle, the running route of vehicle, the oil temperature of the oil consumption of vehicle and vehicle.
6. a treating apparatus for vehicle reporting information, is characterized in that, comprising:
The first determining unit, for according to historical data, determines the first scope of the vehicle characteristics value of reflection vehicle true(-)running state;
Acquiring unit, for the described eigenwert of obtaining the information that vehicle to be judged reports;
Judging unit, for the described eigenwert that judges vehicle to be judged whether in described the first scope;
The second determining unit, for when described in when the eigenwert that judges vehicle is not in described the first scope, determine that the information that vehicle to be judged reports does not reflect the running status that vehicle is correct.
7. device as claimed in claim 6, is characterized in that, described the second determining unit also for when described in when the eigenwert that judges vehicle is in described the first scope, the correct running status of vehicle of having determined message reflection that vehicle to be judged reports.
8. device as claimed in claim 6, is characterized in that, described the first determining unit comprises:
Grouping subelement, divides into groups historical data for the license plate number according to vehicle, wherein, and every group of corresponding license plate number of historical data;
Classification subelement, for to every group of historical data, classifies according to section;
Analyze subelement, for to each section, historical data is analyzed, determine the first scope that reflects the vehicle characteristics value of vehicle true(-)running state in this section.
9. device as claimed in claim 8, is characterized in that, described analysis subelement also for:
Historical data is carried out to normalize processing, determine that the scope that normalize distributes is in this section, to reflect the first scope of the vehicle characteristics value of vehicle true(-)running state.
10. as the device of any one in claim 6 to 9, it is characterized in that, described eigenwert comprise following one of at least:
Section working time of the speed of vehicle, the type of vehicle, vehicle, the running route of vehicle, the oil temperature of the oil consumption of vehicle and vehicle.
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| CN201410223015.4A CN104050730B (en) | 2014-05-23 | 2014-05-23 | The treating method and apparatus of vehicle reporting information |
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| CN201410223015.4A CN104050730B (en) | 2014-05-23 | 2014-05-23 | The treating method and apparatus of vehicle reporting information |
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| CN110047168A (en) * | 2019-04-15 | 2019-07-23 | 优信拍（北京）信息科技有限公司 | Management method, device, equipment and the system of information of vehicles |
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| CN104050730B (en) | 2016-08-17 |
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Denomination of invention: Method and apparatus for processing vehicle reported information Effective date of registration: 20180212 Granted publication date: 20160817 Pledgee: Zhongguancun Beijing technology financing Company limited by guarantee Pledgor: Beijing Zhongjiao Traffic Guide Information Technology Co., Ltd. Registration number: 2018990000143 |
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Denomination of invention: Method and apparatus for processing vehicle reported information Effective date of registration: 20190228 Granted publication date: 20160817 Pledgee: Zhongguancun Beijing technology financing Company limited by guarantee Pledgor: Beijing Zhongjiao Traffic Guide Information Technology Co., Ltd. Registration number: 2019990000163 |
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Denomination of invention: Method and apparatus for processing vehicle reported information Effective date of registration: 20200408 Granted publication date: 20160817 Pledgee: Zhongguancun Beijing technology financing Company limited by guarantee Pledgor: BEIJING TRANWISEWAY INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2020990000293 |
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