CN104050730B - The treating method and apparatus of vehicle reporting information - Google Patents
The treating method and apparatus of vehicle reporting information Download PDFInfo
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- CN104050730B CN104050730B CN201410223015.4A CN201410223015A CN104050730B CN 104050730 B CN104050730 B CN 104050730B CN 201410223015 A CN201410223015 A CN 201410223015A CN 104050730 B CN104050730 B CN 104050730B
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- 238000000034 method Methods 0.000 title claims abstract description 34
- 238000003672 processing method Methods 0.000 claims description 10
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- 238000004458 analytical method Methods 0.000 claims description 2
- 241001269238 Data Species 0.000 description 3
- 238000012544 monitoring process Methods 0.000 description 3
- 230000005540 biological transmission Effects 0.000 description 2
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Abstract
This application provides the treating method and apparatus of a kind of vehicle reporting information, the method includes: according to historical data, determine the first scope of the vehicle characteristics value of the reflection correct running status of vehicle；Obtain the eigenvalue in the information that vehicle to be judged reports；Judge that the eigenvalue of vehicle to be judged is whether in the range of first；When in time judging that the eigenvalue of vehicle is not in the range of first, determine that the information that vehicle to be judged reports does not reflects the running status that vehicle is correct.The application can improve the accuracy judging whether the information that reports reflects the correct running status of vehicle.
Description
Technical field
The application relates to technical field of measurement and test, particularly relate to a kind of vehicle reporting information processing method and
Device.
Background technology
In the prior art, vehicle can reporting position information.In the vehicle position data reported, may
There is user on car machine, carry out the loss of data that some coverage action causes, it is also possible to someone passes through network
Transmission data falsification carries out fraudulent activities.
To this, the solution of prior art includes: method one, contrast vehicle running state and oil consumption shape
State, if vehicle is in dead ship condition, oil consumption is serious, then be likely to driver and shield the laggard of car machine
Went other operation, now may determine that the information that vehicle reports can not correctly reflect its running status, i.e.
The information that vehicle reports exists cheating information.Method two, judge from front end processor end, if certain
The position data of car transmission is excessively frequent, then judge that the information that its vehicle reports can not correctly reflect that it runs
State, i.e. there is cheating information in the information that vehicle reports.
The data message that method one uses is limited, and the probability of erroneous judgement is bigger；For method two, due to car
Also can frequently report position data when hardware fault occurs in machine, therefore, method two can not distinguish work well
Fraud and car machine hardware error, thus can not accurately judge whether cheating information.
Summary of the invention
Technical problems to be solved in this application are to provide processing method and the dress of a kind of vehicle reporting information
Put, it is possible to accurately judge whether the information that vehicle reports can correctly reflect the running status of vehicle.
In order to solve the problems referred to above, this application discloses the processing method of a kind of vehicle reporting information, including:
According to historical data, determine the first scope of the vehicle characteristics value of the reflection correct running status of vehicle；Obtain
Eigenvalue in the information that vehicle to be judged reports；Judge that whether the eigenvalue of vehicle to be judged is at the first model
In enclosing；When in time judging that the eigenvalue of vehicle is not in the range of first, determine the letter that vehicle to be judged reports
Breath does not reflects the running status that vehicle is correct.
Preferably, when in time judging that the eigenvalue of vehicle is in the range of first, determine that vehicle to be judged reports
The correct running status of message reflection vehicle.
Preferably, according to historical data, determine the reflection correct running status of vehicle vehicle characteristics value the
One scope, including: according to the license plate number of vehicle, historical data is grouped, wherein, often group history number
According to a corresponding license plate number；To often organizing historical data, classify according to section；To each section,
Historical data is analyzed, determines the vehicle characteristics value reflecting the correct running status of vehicle in this section
The first scope.
Preferably, historical data is analyzed, determines the reflection correct running status of vehicle in this section
The first scope of vehicle characteristics value, including: historical data is carried out normal state process, determines normal state
It is distributed the first scope in the range of the vehicle characteristics value reflecting the correct running status of vehicle in this section.
Preferably, eigenvalue includes at least one of: the speed of vehicle, the type of vehicle, vehicle
Run time period, the running route of vehicle, the oil consumption of vehicle and the oil temperature of vehicle.
In order to solve the problems referred to above, this application discloses the processing means of a kind of vehicle reporting information, including:
First determines unit, for according to historical data, determining the vehicle characteristics of the reflection correct running status of vehicle
First scope of value；Acquiring unit, for obtaining the eigenvalue in the information that vehicle to be judged reports；Sentence
Disconnected unit, for judging that the eigenvalue of vehicle to be judged is whether in the range of first；Second determines unit,
For when in time judging that the eigenvalue of vehicle is not in the range of first, determining the information that vehicle to be judged reports
Do not reflect the running status that vehicle is correct.
Preferably, second determines that unit is additionally operable to when in time judging that the eigenvalue of vehicle is in the range of first,
Determine the running status that the message reflection that vehicle to be judged reports vehicle is correct.
Preferably, first determines that unit includes: packet subelement, for going through according to the license plate number of vehicle
History data are grouped, wherein, and the often corresponding license plate number of group historical data；Classification subelement, is used for
To often organizing historical data, classify according to section；Analyze subelement, for each section, right
Historical data is analyzed, and determines the vehicle characteristics value of the reflection correct running status of vehicle in this section
First scope.
Preferably, analyze subelement to be additionally operable to: historical data is carried out normal state process, determines normal state
It is distributed the first scope in the range of the vehicle characteristics value reflecting the correct running status of vehicle in this section.
Preferably, eigenvalue includes at least one of: the speed of vehicle, the type of vehicle, vehicle
Run time period, the running route of vehicle, the oil consumption of vehicle and the oil temperature of vehicle.
Compared with prior art, the application has the advantage that
In this application, determine according to historical data and can accurately reflect the eigenvalue model of travel condition of vehicle
Enclose, when in time judging that the eigenvalue of vehicle is the most within the range, can judge that information that vehicle reports is not
The running status that reflection vehicle is correct such that it is able to improve whether the information judging to report reflects that vehicle is correct
The accuracy of running status.
Accompanying drawing explanation
Fig. 1 is the flow chart of the processing method of a kind of vehicle reporting information of according to embodiments of the present invention；
Fig. 2 is the flow chart of the method setting up cheating information model of according to embodiments of the present invention two；
Fig. 3 is the flow chart of the method for the statistics cheating data of according to embodiments of the present invention two；
Fig. 4 is the structural frames of the processing means of a kind of vehicle reporting information of according to embodiments of the present invention three
Figure；
Fig. 5 is the knot of the processing means of a kind of preferred vehicle reporting information of according to embodiments of the present invention three
Structure block diagram.
Detailed description of the invention
Understandable, below in conjunction with the accompanying drawings for enabling the above-mentioned purpose of the application, feature and advantage to become apparent from
With detailed description of the invention, the application is described in further detail.
Embodiment one
With reference to Fig. 1, it is shown that the processing method of the application a kind of vehicle reporting information, including:
Step 102, according to historical data, determines the vehicle characteristics value of the reflection correct running status of vehicle
First scope；This first scope is the vehicle characteristics value that can correctly reflect vehicle correct running status
Reasonable value range.
At present, traffic and transportation sector is built the operation systems such as vehicle supervision/monitoring, runs this long-term
During a little systems, can persistently receive the vehicle based on position data that numerous vehicle termination sends
Message data.These message datas are after accumulation becomes mass data, and carrying out data mining from which will
Can much be used the ND information of ordinary skill and rule.These message datas are this enforcement
Historical data in example, i.e. historical data be the operation systems such as vehicle supervision/monitoring receive from car
The message data based on position data, historical data can include at least one of: vehicle
Speed, the type of vehicle, vehicle run the time period, the running route of vehicle, the oil consumption of vehicle,
Oil temperature with vehicle.
When implementing, according to the license plate number of vehicle, historical data can be grouped, often organize history
The corresponding license plate number of data；To often organizing historical data, classify according to section；To each section,
Historical data is analyzed, determines the vehicle characteristics value reflecting the correct running status of vehicle in this section
The first scope, thus obtain the reasonable value range of the eigenvalue of various vehicles on each section.
In a preferred embodiment of the embodiment of the present invention, historical data can be carried out normal state process,
Determine that normal stateization distribution is in the range of the vehicle characteristics value of the reflection correct running status of vehicle in this section
First scope.By this embodiment, can accurately obtain the vehicle that can reflect the correct running status of vehicle
First scope of eigenvalue.
Wherein, features described above value can be at least one of: the speed of vehicle, the type of vehicle, car
Run time period, the running route of vehicle, the oil consumption of vehicle and the oil temperature of vehicle.
Step 104, obtains the eigenvalue in the information that vehicle to be judged reports；
Such as, receive, by operation systems such as vehicle supervision/monitoring, the information that vehicle to be judged reports, from
Middle obtain out the eigenvalue that can interpolate that travel condition of vehicle.
Step 106, it is judged that whether the eigenvalue of vehicle to be judged is in the range of first；
Step 108, when in time judging that the eigenvalue of vehicle is not in the range of first, determines vehicle to be judged
The information reported does not reflects the running status that vehicle is correct.
When the eigenvalue judging vehicle is more than one, if one of them eigenvalue is not in this feature value
In the range of corresponding first, it is determined that the information that vehicle to be judged reports does not reflects the operation shape that vehicle is correct
State.
In a preferred embodiment of the embodiment of the present invention, when the eigenvalue of vehicle to be judged is in the first scope
Time interior, then may determine that the running status that the message reflection that vehicle to be judged reports vehicle is correct.Such as,
When the eigenvalue judging vehicle is more than one, if all eigenvalues all this feature value corresponding
In the range of one, it is determined that the running status that message reflection that vehicle to be judged reports vehicle is correct.Pass through
This embodiment, it is possible to accurately determine the operation shape that the message reflection that vehicle to be judged reports vehicle is correct
State.
In the present embodiment, determine according to historical data and can accurately reflect the eigenvalue of travel condition of vehicle
Scope, when in time judging that the eigenvalue of vehicle is the most within the range, can judge the information that vehicle reports
Do not reflect the running status that vehicle is correct such that it is able to improve whether the information judging to report just is reflecting vehicle
The accuracy of true running status.
Embodiment two
The present embodiment additionally provides the processing method of a kind of vehicle reporting information, and the method is based on to magnanimity
On the basis of car machine message data carries out data mining, in conjunction with road net data, may deposit in message information
Cheating be analyzed judge.The method includes: set up cheating information model and statistics cheating letter
Breath data, are described in detail to the method below.
Fig. 2 shows the flow chart of the method setting up cheating information model in the application, as in figure 2 it is shown,
The method includes:
Step 202, gathers message data, obtains the message information of all vehicles.
The all history message datas collected are grouped by step 204 according to the number-plate number of vehicle.
Step 206, obtains all road net data.
Step 208, analyzes road net data, is divided into multiple by road network according to the scope in every kilometer of section
Section, generates the data of each section unit.
Step 210, on each section, to operation time period of vehicle, car speed, vehicle model,
The data such as route grade, oil consumption and oil temperature carry out adding up and polymerization analysis；
The above-mentioned data in this section are carried out normal state process, determine the reasonable value of each data by step 212
Scope as confidence interval, i.e. determine the first scope of each eigenvalue in embodiment one.
Step 214, the confidence interval that step 212 is determined as check whether cheating condition threshold,
That is, the information that confidence interval step 212 determined reports as inspection vehicle the most correctly reflects that it is transported
The condition of row state.
To each section, repetition step 210 is to step 214, until traveling through all sections.By above-mentioned
Mode, it is thus achieved that first scope (confidence interval) of each eigenvalue in each section, then, so that it may
To determine whether the information that vehicle reports exists cheating according to this first scope.
Fig. 3 shows the flow chart of the method for statistics cheating data in the application, as it is shown on figure 3, the party
Method includes:
Step 302, selects to need to carry out the vehicle that cheating judges.
Step 304, traversal history message data, obtain this vehicle required each in cheating information model
Plant condition data.Such as, add up the car speed of this vehicle in certain period, vehicle model, route grade,
The data such as oil consumption, oil temperature.
Step 306, Various types of data step 304 got is updated to practise fraud in information model, it is judged that
Whether data are in the range of model determines.
Step 308, it is judged that whether this vehicle has the data outside confidence interval (also becoming credible threshold value),
It is then to perform step 310, otherwise perform step 312 if had.
Step 310, determines that this vehicle exists cheating in this moment.
Step 312, determines that this vehicle was not practised fraud in this moment.
If whether his vehicle of car principal statistical carried out cheating in this month, then can be according to shown in Fig. 2
Method set up cheating analyze model, then, according to this car owner's this month of the method statistic shown in Fig. 3 own
The operation time period of vehicle, car speed, vehicle model, route grade, oil consumption, oil temperature etc. are believed
Breath, and carry out cheating judgement, finally will determine that result notifies car owner.
Relative to prior art, the present embodiment based on big data technique, and, make full use of car machine message
The advantage of big data, excavate effective information provides for target and supports as far as possible, it is possible to increase judgement accurate
Property, it addition, the data dimension that the present embodiment uses increases, further increase the judgement of the data true and false
Accuracy, this improves the accuracy judging whether reporting information reflects travel condition of vehicle.
Embodiment three
With reference to Fig. 4, it is shown that the processing means of the application a kind of vehicle reporting information, this device is for real
Existing said method, therefore, the feature in said method embodiment may apply in the present embodiment, this dress
Put and include:
First determines unit 402, for according to historical data, determining the reflection correct running status of vehicle
First scope of vehicle characteristics value；
Acquiring unit 404, for obtaining the eigenvalue in the information that vehicle to be judged reports；
Judging unit 406, for judging that the eigenvalue of vehicle to be judged is whether in the range of first；
Second determines unit 408, for when in time judging that the eigenvalue of vehicle is not in the range of first, really
The information that vehicle to be judged reports does not reflects the running status that vehicle is correct.
In a preferred embodiment of the embodiment of the present invention, second determines that unit 408 is additionally operable to when waiting to judge
When the eigenvalue of vehicle is in the range of first, determine that the message reflection that vehicle to be judged reports vehicle is correct
Running status.
Fig. 5 shows the processing means of a kind of preferred vehicle reporting information of the application, as it is shown in figure 5,
In a preferred embodiment of the embodiment of the present invention, first determines that unit 402 includes:
Packet subelement 502, for historical data being grouped according to the license plate number of vehicle, wherein,
The often corresponding license plate number of group historical data；
Classification subelement 504, for often organizing historical data, classifies according to section；
Analyze subelement 506, for each section, historical data is analyzed, determines this
Section is reflected the first scope of the vehicle characteristics value of the correct running status of vehicle.
In a preferred embodiment of the embodiment of the present invention, analyze subelement 506 and be additionally operable to historical data
Carry out normal state process, determine that normal stateization distribution is in the range of reflecting the correct running status of vehicle in this section
The first scope of vehicle characteristics value.
In a preferred embodiment of the embodiment of the present invention, eigenvalue includes at least one of: vehicle
Speed, the type of vehicle, vehicle run the time period, the running route of vehicle, the oil consumption of vehicle,
Oil temperature with vehicle.
In the present embodiment, determine according to historical data and can accurately reflect the eigenvalue of travel condition of vehicle
Scope, when in time judging that the eigenvalue of vehicle is the most within the range, can judge the information that vehicle reports
Do not reflect the running status that vehicle is correct such that it is able to improve whether the information judging to report just is reflecting vehicle
The accuracy of true running status.
Each embodiment in this specification all uses the mode gone forward one by one to describe, and each embodiment stresses
Be all the difference with other embodiments, between each embodiment, identical similar part sees mutually
?.For system embodiment, due to itself and embodiment of the method basic simlarity, so the ratio described
Relatively simple, relevant part sees the part of embodiment of the method and illustrates.
Treating method and apparatus to a kind of vehicle reporting information provided herein above, has been carried out in detail
Thin introducing, principle and the embodiment of the application are set forth by specific case used herein, with
The explanation of upper embodiment is only intended to help and understands the present processes and core concept thereof；Simultaneously for
One of ordinary skill in the art, according to the thought of the application, in specific embodiments and applications
All will change, to sum up, this specification content should not be construed as the restriction to the application.
Claims (8)
1. the processing method of a vehicle reporting information, it is characterised in that including:
According to historical data, determine the first scope of the vehicle characteristics value of the reflection correct running status of vehicle；
Obtain the eigenvalue in the information that vehicle to be judged reports；
Whether the eigenvalue of vehicle to be judged described in judgement is in the range of described first；
When described in time judging that the eigenvalue of vehicle is not in the range of described first, determine described in car to be judged
The information reported does not reflects the running status that vehicle is correct；
According to historical data, determine the first scope of the vehicle characteristics value of the reflection correct running status of vehicle,
Including: according to the license plate number of vehicle, described historical data is grouped, wherein, often group historical data pair
Answer a license plate number；
To often organizing historical data, classify according to section；
To each section, described historical data is analyzed, determines in this section and just reflecting vehicle
Really the first scope of the vehicle characteristics value of running status.
The processing method of a kind of vehicle reporting information the most as claimed in claim 1, it is characterised in that when
Described in time judging that the eigenvalue of vehicle is in the range of first, determine described in the information that reports of vehicle to be judged
Reflect the running status that vehicle is correct.
The processing method of a kind of vehicle reporting information the most as claimed in claim 1, it is characterised in that right
Described historical data is analyzed, and determines the vehicle characteristics reflecting the correct running status of vehicle in this section
First scope of value, including:
Described historical data is carried out normal state process, determines that normal stateization distribution is in the range of anti-in this section
Reflect the first scope of the vehicle characteristics value of the correct running status of vehicle.
4. the processing method of a kind of vehicle reporting information as according to any one of claims 1 to 3, its
Being characterised by, described eigenvalue includes at least one of:
The speed of vehicle, the type of vehicle, operation time period, the running route of vehicle, the vehicle of vehicle
Oil consumption, the oil temperature of vehicle.
5. the processing means of a vehicle reporting information, it is characterised in that including:
First determines unit, for according to historical data, determining the vehicle of the reflection correct running status of vehicle
First scope of eigenvalue；
Acquiring unit, for the described eigenvalue obtained in the information that vehicle to be judged reports；
For described, judging unit, judges that the eigenvalue of vehicle to be judged is whether in the range of described first；
Second determines unit, is used for the eigenvalue of vehicle to be judged described in working as not in the range of described first
Time, determine that the information that vehicle to be judged reports does not reflects the running status that vehicle is correct；
Described first determines that unit includes: packet subelement, is used for the license plate number according to vehicle by history number
According to being grouped, wherein, the corresponding license plate number of historical data is often organized；
Classification subelement, for often organizing historical data, classifies according to section；
Analyze subelement, for each section, historical data is analyzed, determines this section
First scope of the vehicle characteristics value of the middle correct running status of reflection vehicle.
The processing means of a kind of vehicle reporting information the most as claimed in claim 5, it is characterised in that institute
State second and determine that unit is additionally operable to when described in time judging that the eigenvalue of vehicle is in the range of described first, really
The running status that message reflection that vehicle to be judged reports vehicle is correct.
The processing means of a kind of vehicle reporting information the most as claimed in claim 5, it is characterised in that institute
State analysis subelement to be additionally operable to:
Historical data is carried out normal state process, determines that normal stateization distribution is in the range of reflecting car in this section
First scope of the vehicle characteristics value of correct running status.
8. the processing means of a kind of vehicle reporting information as according to any one of claim 5 to 7, its
Being characterised by, described eigenvalue includes at least one of:
The speed of vehicle, the type of vehicle, operation time period, the running route of vehicle, the vehicle of vehicle
Oil consumption, the oil temperature of 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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| CN105488465A (en) * | 2015-11-26 | 2016-04-13 | 广州英卓电子科技有限公司 | Vehicle state pattern recognition system and recognition method thereof |
| CN107424022B (en) * | 2016-05-23 | 2022-02-11 | 北京嘀嘀无限科技发展有限公司 | Order pushing method and system |
| 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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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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