CN104794553B - Worksheet processing system and method based on taxi operation region familiarity during network is hired a car - Google Patents
Worksheet processing system and method based on taxi operation region familiarity during network is hired a car Download PDFInfo
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Abstract
Worksheet processing system and method based on taxi operation region familiarity in hiring a car the present invention relates to network, the system comprises car-mounted terminal, passenger's client, the servers for realizing worksheet processing, passenger's client sends request of calling a taxi message to the server, and the message includes initial address by bus and destination address；The server receives the request of calling a taxi message from passenger's client, and initial address in request message and destination address determine the matching degree of operational area known to the operational area of the request and taxi；Later, matching degree described in the server by utilizing and comprehensive other relevant informations are ranked up taxi, and filter out an at least taxi according to sequence；Then, the server pushes to the car-mounted terminal on an at least taxi with request of calling a taxi message generation worksheet processing message；The car-mounted terminal receives worksheet processing message, and decides whether order according to traffic-operating period.
Description
Technical field
The present invention relates to network hire a car middle worksheet processing system and method more particularly to according to taxi operation region be familiar with journey
The system and method that degree carries out worksheet processing.
Background technology
Among the intensive city of current census, due to the complexity of traffic, often there are following situations：Largely
Taxi empty driving constantly looks for the passenger for needing to call a taxi, still further aspect, and the passenger for having the demand of calling a taxi has very near departure place
Difficulty waits until the vehicle of empty driving, the asymmetry of this information of calling a taxi, result in city call a taxi difficulty the problem of, while waste limited
Public resource, energy resources and passenger and taxi driver time resource, in order to solve this problem, constantly gush at present
Reveal many application based on hand-held intelligent terminal i.e. taxi-hailing softwares, these taxi-hailing softwares are installed on the hand-held intelligent terminal of passenger
Upper (hereinafter referred to as passenger's client), the flow for providing the service of calling a taxi is as follows：
Passenger's client sends the request for needing to call a taxi, and server end is according to the request, generation worksheet processing letter
Cease the car-mounted terminal to the taxi for meeting distance condition (initial address apart from the passenger is in a certain range), empty driving condition
It is pushed, when the taxi driver of car-mounted terminal is used to select order according to oneself traffic-operating period, then generates order, will go out
The contact method hired a car returns to passenger, then by completing transaction of specifically calling a taxi between passenger and taxi.
But in above-mentioned process of exchange of calling a taxi, whether taxi driver is familiar with the starting called a taxi, destination address for fortune
The quality of battalion has a very big relationship, one side taxi driver often operational area known to preference, can reduce in this way due to
Place is unfamiliar in searching and the energy consumption generated and time waste, on the other hand, if what is encountered is operating area where being familiar with
The driver in domain can be that passenger brings many facilities, thus can improve the satisfaction of passenger.
Invention content
It is familiar with the demand of operational area waybill for above-mentioned distributed for taxi driver, on the one hand, the present invention provides one
Worksheet processing system based on taxi operation region familiarity during kind network is hired a car, the system comprises car-mounted terminal, Cheng Keke
Family end, the server for realizing worksheet processing, which is characterized in that
Passenger's client sends request of calling a taxi message to the server, and the message includes starting point by bus
Location and destination address；
The server receives the request of calling a taxi message from passenger's client, and the initial address in request message
The matching degree of operational area known to the operational area of the request and taxi is determined with destination address；Later, the service
Device is ranked up taxi, and filter out at least one according to sequence and go out using the matching degree and comprehensive other relevant informations
It hires a car；Then, the server is pushed to request of calling a taxi message generation worksheet processing message on an at least taxi
Car-mounted terminal；
The car-mounted terminal receives worksheet processing message, and decides whether order according to traffic-operating period.
Preferably, in above-mentioned worksheet processing system, history operation data of the server according to taxi, according to taxi
The operational area of taxi is divided into difference in the frequency that certain region is runed and is familiar with grade operational area, is runed in certain region
Frequency more high be familiar with higher grade.
Preferably, in above-mentioned worksheet processing system, the server is according to taxi where initial address and destination address
Grade is familiar with to determine the matching degree of the request of calling a taxi and the taxi operation region, initial address and destination address institute in region
Region to be familiar with higher grade matching degree higher.
Preferably, in above-mentioned worksheet processing system, for request of calling a taxi, the server considers the request of calling a taxi with going out
The matching degree for operational area of hiring a car and other correlative factors are ranked up taxi, and matching degree is higher, and sequence is more forward,
Also, the server filters out according to sequence and sorts most preceding N number of taxi to push worksheet processing message, wherein N>=1.
Preferably, in above-mentioned worksheet processing system, the server clusters the historical data of taxi operation, with true
Fixed its is familiar with grade to different operational areas.
Preferably, in above-mentioned worksheet processing system, operational area matching degree determined by the server can influence it in institute
Sequence on the car-mounted terminal of reception, matching degree is higher, and sequence is more forward.
On the other hand, the present invention provides a kind of methods that worksheet processing is carried out using above system, which is characterized in that including such as
Lower step：
Passenger's client sends request of calling a taxi message to the server, and the message includes starting point by bus
Location and destination address；
The server receives the request of calling a taxi message from passenger's client, and the initial address in request message
The matching degree of the operational area of the operational area of the request and taxi is determined with destination address；
Matching degree described in the server by utilizing and comprehensive other relevant informations are ranked up taxi；
The server filters out an at least taxi according to sequence；
The server sends worksheet processing message to the car-mounted terminal for filtering out at least one taxi；
The car-mounted terminal receives the worksheet processing message, decides whether order.
Preferably, in above-mentioned worksheet processing method, before specific worksheet processing is carried out, the server can perform following steps：
History operation data of the server according to taxi, the frequency runed according to taxi in certain region will go out
The operational area hired a car be divided into it is different be familiar with grade operational area, the frequency that certain region is runed more it is high be familiar with grade more
It is high.
Preferably, it in above-mentioned worksheet processing method, is carried out in the step of grade is familiar in region is determined using clustering method
Difference is familiar with the division of grade operational area.
Preferably, in above-mentioned worksheet processing method, the server determine as follows the operational area of the request with
The matching degree of the operational area of taxi：
According to taxi initial address and destination address region be familiar with grade determine the request of calling a taxi with should
The matching degree in taxi operation region, initial address and destination address region to be familiar with higher grade matching degree higher.
The above-mentioned system and method for ordering vehicle for other people bring following technique effect：The worksheet processing system can be effectively reduced
Driver empty driving and unnecessary searching caused by being unfamiliar with initial address or destination address reduce the energy of taxi system
Source consumes and time waste, improves entire efficiency of operation, reduce because can not find passenger loading place and caused by abandon list, raising
The order of taxi take system runs succeeded rate and the experience of calling a taxi of user.
Description of the drawings
Fig. 1 shows the worksheet processing system of one embodiment of the present of invention.
An example of grade is familiar with Fig. 2 shows determining taxi operational area.
Fig. 3 is shown determines that taxi is familiar with operational area one example of grade with clustering method.
Fig. 4 shows the step of carrying out worksheet processing according to one embodiment of the method for the invention.
Specific embodiment
With reference to the accompanying drawings of the specification, the group based on taxi operation region in being hired a car with specific embodiment illustrating network
Single sequence system and method.
With reference to figure 1, according to one embodiment of present invention, the worksheet processing ordering system includes such as lower part：
Multiple passenger's clients 1,1 ', multiple car-mounted terminals 2,2 ', 2 ", realize worksheet processing server 3.
Wherein, passenger's client 1 sends request of calling a taxi message to the server 3, and the message includes starting
Address and destination address.
For example, passenger's client 1,1 ' sends request of calling a taxi message D1, D1 to server respectively ', wherein,
Request of calling a taxi message D1：Initial address：S1；Destination address：E1；
Request of calling a taxi message D1 '：Initial address：S2；Destination address：E2；
In one embodiment, server 3 receives request of calling a taxi message D1, D1 from passenger's client 1,1 ' ', and root
According to request message D1, D1 ' in initial address and destination address determine the operational area of the request and taxi C1, C1 ',
The matching degree of the operational area of C1 "；Later, server 3 using the matching degree and comprehensive other relevant informations to taxi C1,
C1 ', C1 " are ranked up, and are respectively D1, D1 according to sequence ' filter out taxi C1 ', C1；Then, the server 3 is with institute
It states request of calling a taxi message D1 generations worksheet processing message D1 and pushes to taxi C1 ', and generate and send with the request of calling a taxi message D1 '
Single message D1 ' pushes to taxi C1.
With reference to figure 2, specifically, in one embodiment, taxi C1, C1 ', the history operation starting destination address of C1 "
Respectively with zero,It represents, operational area is represented respectively with its abscissa and ordinate, as 1-B represents that horizontal axis at 1 section, is indulged
Region of the axis at B sections.Time that the server 3 originates destination address and occur in each area by calculating each taxi
The operational area of taxi is divided into difference according to the frequency that taxi is runed in certain region and is familiar with grade operating area by number
Domain, to determine familiarity of the driver to the region.
For example, in fig. 2, taxi C1, C1 ', C1 " to request message D1, D1 of calling a taxi ' relevant region 1-A, 4-D, 1-
D, the familiarity of 3-A such as following table, in table bracket is the frequency that the taxi is runed in the region, and for simplification
It discusses, will only be familiar with ranking score to be familiar with and be unfamiliar with two ranks：
| 1-A | 4-D | 1-D | 3-A | |
| C1 | It is unfamiliar with (1) | It is unfamiliar with (0) | It is familiar with (5) | It is familiar with (7) |
| C1’ | It is familiar with (7) | It is familiar with (7) | It is unfamiliar with (1) | It is unfamiliar with (0) |
| C1” | It is unfamiliar with (0) | It is unfamiliar with (0) | It is unfamiliar with (0) | It is unfamiliar with (1) |
In the matching degree for calculating worksheet processing and taxi, starting point or destination address are fallen into and is familiar with region and is denoted as 1, is fallen into not
It is familiar with region and is denoted as 0, but practice is total, can uses and finer multiple be familiar with grade, such as will according to familiarity
Operational area is divided into 0-4 totally 5 grades, and respectively falls in different grades of region by it and remember that its matching value is respectively 0,1,2,3,
4。
Be familiar with grade and request of calling a taxi D1, D1 according to what is provided in above-described embodiment ' starting destination address where
Region can calculate worksheet processing and the matching degree of taxi as follows：
Matching degree=to starting point familiarity+to the familiarity of terminal
Taxi C1, C1 can be calculated, and the matching degree of ', C1 " and request of calling a taxi D1, D1 ' is：
| D1 | D2 | |
| C1 | 0 | 2 |
| C1’ | 2 | 0 |
| C1” | 0 | 0 |
Thus, the worksheet processing pair with D1, taxi are ordered as C1 ', C1, C1 "；According to the sequence, it should distribute D1 and provide
Hire a car C1 '；
Similarly, the worksheet processing pair with D2, taxi are ordered as C1, C1 ', C1 "；According to the sequence, it should which D2 is distributed to
Taxi C1.
With reference to figure 3, in another embodiment, using clustering method to taxi C1, C1 ', the operational area of C1 "
Be familiar with grade to be divided, in figure taxi C1, C1 ', the history operation starting of C1 ", destination address respectively with zero,
It represents, after the algorithm cluster of such as k-means, respectively obtains operational area known to taxi C1 as J1-1, J1-2；Go out
Operational area known to C1 ' of hiring a car is J2-1, J2-2, J2-3；Operational area known to taxi C1 " is J3-1, J3-2, J3-
3。
For the simplicity of narration, two are only divided and have been familiar with grade, and starting or destination address fall into and be familiar with region
1 is denoted as, is not fallen within and is familiar with region and is then denoted as 0, finer multiple is familiar with grade, example it should be understood that may be used
Operational area is such as divided into 0-4 according to familiarity and is familiar with grade for totally 5, and the different regions for being familiar with grade will be respectively fallen in and remembered
Its matching value is respectively 0,1,2,3,4.
By investigating D1, D1 ' starting destination address and each taxi be familiar with relationship between region, according to such as lower section
Formula can calculate worksheet processing and the matching degree of taxi：
Matching degree=to starting point familiarity+to the familiarity of terminal
D1, D1 can be calculated ' matching degree between each taxi is：
| D1 | D2 | |
| C1 | 0 | 2 |
| C1’ | 2 | 0 |
| C1” | 0 | 0 |
Thus, the worksheet processing pair with D1, taxi are ordered as C1 ', C1, C1 "；According to the sequence, the server 3 filters out
Taxi C1 ', and D1 is distributed to taxi C1 '；
Similarly, the worksheet processing pair with D2, taxi are ordered as C1, C1 ', C1 "；According to the sequence, the server 3 screens
Go out taxi C1, and D2 is distributed to taxi C1.
Also, screening when in another embodiment, the matching angle value can not only influence worksheet processing to taxi,
But also sequence of the worksheet processing in car-mounted terminal can be influenced, that is, on car-mounted terminal, if other conditions are identical, the matching
The sequence for spending high order is forward.
As shown in figure 4, still further aspect of the present invention provides a kind of method that worksheet processing is carried out using above system, the side
Method includes the following steps：
S1001:Passenger's client sends request of calling a taxi message to the server, and the message is included by bus
Initial address and destination address；
S1002:The server receives the request of calling a taxi message from passenger's client, and rising in request message
Beginning address and destination address determine the matching degree of operational area known to the operational area of the request and taxi；
S1003:Matching degree described in the server by utilizing and comprehensive other relevant informations are ranked up taxi；
S1004:The server filters out an at least taxi according to sequence；
S1005:The server sends worksheet processing message to the car-mounted terminal for filtering out at least one taxi；
S1006:The car-mounted terminal receives the worksheet processing message, decides whether order.
And in order to calculate matching degree in step S1002, before above-mentioned steps execution, the server can perform such as
Lower step：
As previously mentioned, history operation data of the server according to taxi, is runed according to taxi in certain region
The operational area of taxi is divided into difference and is familiar with grade operational area by frequency, and in certain region, the frequency of operation the high ripe
Know higher grade.
Also, in a further embodiment, as previously mentioned, above-mentioned steps can be familiar with using clustering method to carry out difference
The division of grade operational area.
In above-mentioned steps S1002, it is familiar with grade in initial address and destination address region according to taxi
Determine the matching degree of the request of calling a taxi and the taxi operation region, grade is familiar in initial address and destination address region
Higher matching degree is higher.
Specific embodiment is had been combined above, and invention has been described for refer to the attached drawing, but it is to be understood that,
Above-mentioned specific implementation is merely illustrative, does not form limiting the scope of the invention.Protection scope of the present invention by
Claim is limited, and is directed to the modification known to those skilled in the art that technical solution is made in claim,
The replacement and combination of equivalence are all fallen in protection scope of the present invention.
Claims (6)
- The worksheet processing system based on taxi operation region familiarity during 1. network is hired a car, the system comprises car-mounted terminal, multiplies Objective client, the server for realizing worksheet processing, which is characterized in thatPassenger's client to the server send request of calling a taxi message, the message include ride initial address with And destination address；The server receives the request of calling a taxi message from passenger's client, and initial address and mesh in request message Address determine the matching degree of operational area known to the operational area of the request and taxi；Later, the server profit Taxi is ranked up with the matching degree, and an at least taxi is filtered out according to sequence；Then, the server with The request of calling a taxi message generation worksheet processing message pushes to the car-mounted terminal on an at least taxi；The car-mounted terminal receives worksheet processing message, and decides whether order according to traffic-operating period；The history operation data of the server according to taxi, according to the frequency that taxi is runed in certain region by taxi Operational area be divided into it is different be familiar with grade operational area, in the frequency that certain region is runed, more high be familiar with higher grade；The server according to taxi initial address and destination address region be familiar with grade determine that this is called a taxi please Seek the matching degree with the taxi operation region, higher grade matching degree is familiar with more in initial address and destination address region It is high.
- 2. worksheet processing system as described in claim 1, which is characterized in that for request of calling a taxi, the server considers this Request of calling a taxi and the matching degree in taxi operation region are ranked up taxi, and matching degree is higher, and sequence is more forward, also, The server filters out according to sequence and sorts most preceding N number of taxi to push worksheet processing message, wherein N>=1.
- 3. worksheet processing system as described in claim 1, which is characterized in that the server to the historical data of taxi operation into Row cluster, to determine that it is familiar with grade to different operational areas.
- 4. worksheet processing system as described in claim 1, which is characterized in that operational area matching degree meeting determined by the server Its sequence on the car-mounted terminal received is influenced, matching degree is higher, and sequence is more forward.
- 5. the method for worksheet processing is carried out using system described in claim 1, which is characterized in that include the following steps：Passenger's client to the server send request of calling a taxi message, the message include ride initial address with And destination address；The server receives the request of calling a taxi message from passenger's client, and initial address and mesh in request message Address determine the matching degree of the operational area of the operational area of the request and taxi；Matching degree described in the server by utilizing is ranked up taxi；The server filters out an at least taxi according to sequence；The server sends worksheet processing message to the car-mounted terminal for filtering out at least one taxi；The car-mounted terminal receives the worksheet processing message, decides whether order；Before specific worksheet processing is carried out, the server can perform following steps：The history operation data of the server according to taxi, according to the frequency that taxi is runed in certain region by taxi Operational area be divided into it is different be familiar with grade operational area, in the frequency that certain region is runed, more high be familiar with higher grade；The server determines the matching degree of the operational area of the request and the operational area of taxi as follows：It is familiar with grade in initial address and destination address region according to taxi and determines the request of calling a taxi and the taxi The matching degree of vehicle operational area, initial address and destination address region to be familiar with higher grade matching degree higher.
- 6. the method for worksheet processing according to claim 5, which is characterized in that used in the step of grade is familiar in region is determined Clustering method carries out the different divisions for being familiar with grade operational area.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410393733.6A CN104794553B (en) | 2014-08-12 | 2014-08-12 | Worksheet processing system and method based on taxi operation region familiarity during network is hired a car |
| PCT/CN2015/086090 WO2016023435A1 (en) | 2014-08-12 | 2015-08-05 | Taxi operating area familiarity-based dispatching system and method in online taxi hiring |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410393733.6A CN104794553B (en) | 2014-08-12 | 2014-08-12 | Worksheet processing system and method based on taxi operation region familiarity during network is hired a car |
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| Publication Number | Publication Date |
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| CN104794553A CN104794553A (en) | 2015-07-22 |
| CN104794553B true CN104794553B (en) | 2018-07-10 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN201410393733.6A Expired - Fee Related CN104794553B (en) | 2014-08-12 | 2014-08-12 | Worksheet processing system and method based on taxi operation region familiarity during network is hired a car |
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| WO (1) | WO2016023435A1 (en) |
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2014
- 2014-08-12 CN CN201410393733.6A patent/CN104794553B/en not_active Expired - Fee Related
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN101246643A (en) * | 2007-02-16 | 2008-08-20 | 纪明志 | Transportation tool automatic allocating method and system |
| CN201918011U (en) * | 2010-08-19 | 2011-08-03 | 北京千方科技集团有限公司 | Taxi passenger carrying strategy generating system and equipment |
| CN103020284A (en) * | 2012-12-28 | 2013-04-03 | 刘建勋 | Method for recommending taxi pickup point based on time-space clustering |
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| CN104794553A (en) | 2015-07-22 |
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