CN104794553A - System and method for order sending based on the familiarity with taxi operation areas in networked taxi renting - Google Patents
System and method for order sending based on the familiarity with taxi operation areas in networked taxi renting Download PDFInfo
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Abstract
The invention relates to a system and a method for order sending based on the familiarity with taxi operation areas in networked taxi renting. The system comprises vehicle terminals, passenger clients, and a server for order sending. Each passenger client sends a taxi taking request message to the server, wherein the message includes the starting address and the destination address of taxi taking. The server receives the taxi taking request messages from the passenger clients, and determines the degree of matching between the requested operation areas and the operation areas with which taxies are familiar according to the starting addresses and the destination addresses in the request messages; then, the server ranks the taxies based on the degree of matching and other related information, and screens out at least one taxi according to the sequence; and next, the server generates an order sending request according to each taxi taking request message and pushes the order sending messages to the vehicle terminals of the at least one taxi. The vehicle terminals receive the order sending messages, and decide whether or not to take the orders according to the state of operation.
Description
Technical field
The present invention relates to network to hire a car the single system and method for middle group, particularly relate to and carry out sending single system and method according to taxi operation region familiarity.
Background technology
Among the city that current census is intensive, due to the complicacy of traffic, the following situation of frequent appearance: a large amount of taxi skies sails the passenger constantly finding and need to call a taxi, in addition on the one hand, there is the passenger of the demand of calling a taxi to have near departure place and be difficult to the empty vehicle sailed by the time, this information of calling a taxi asymmetric, result in city to call a taxi difficult problem, waste limited public resource simultaneously, the time resource of energy resources and passenger and taxi driver, in order to solve this difficult problem, continue to bring out out many application based on hand-held intelligent terminal at present namely to call a taxi software, these softwares of calling a taxi are installed on (hereinafter referred to as passenger's client) on the hand-held intelligent terminal of passenger, there is provided the flow process of the service of calling a taxi as follows:
Passenger's client sends the request needing to call a taxi, server end is according to this request, generate send single information to meet distance condition (apart from this passenger start address within the specific limits), the sky car-mounted terminal of sailing the taxi of condition pushes, when using the taxi driver of car-mounted terminal according to oneself traffic-operating period selection order, then generate order, the contact method of taxi is returned to passenger, then by completing concrete transaction of calling a taxi between passenger and taxi.
But, call a taxi in process of exchange above-mentioned, initial, destination address that whether taxi driver is familiar with calling a taxi have very large relation for the quality of operation, taxi driver's operational area that often preference is familiar on the one hand, can reduce like this and be unfamiliar with place and the energy resource consumption that produces and time waste owing to finding, on the other hand, if that run into is the driver being familiar with place operational area, a lot of facility can be brought for passenger, thus can improve the satisfaction of passenger.
Summary of the invention
The demand being familiar with operational area waybill is distributed for taxi driver for above-mentioned, on the one hand, the invention provides during a kind of network is hired a car and send single system based on taxi operation region familiarity, described system comprises car-mounted terminal, passenger's client, realizes the single server of group, it is characterized in that
Described passenger's client sends to described server request message of calling a taxi, and described message comprises start address by bus and destination address;
Described server receives the request message of calling a taxi from passenger's client, and determines the matching degree of the operational area that the operational area of this request and taxi are familiar with according to the start address in request message and destination address; Afterwards, matching degree described in described server by utilizing also other relevant information comprehensive sorts to taxi, and filters out at least one taxi according to sequence; Then, described server generates the car-mounted terminal of sending on single message push to described at least one taxi with described request message of calling a taxi;
Described car-mounted terminal receives and sends single message, and determines whether order according to traffic-operating period.
Preferably, send in single system above-mentioned, described server is according to the history operation data of taxi, and the operational area of taxi is divided into by the frequent degree of runing in certain region according to taxi is differently familiar with grade operational area, and the frequent degree of runing in certain region is higher, and be familiar with higher grade.
Preferably, send in single system above-mentioned, described server is familiar with grade to determine the matching degree in this request of calling a taxi and this taxi operation region according to taxi in start address and destination address region, start address and destination address region to be familiar with higher grade matching degree higher.
Preferably, send in single system above-mentioned, for the request of calling a taxi, described server considers this request of calling a taxi and sorts to taxi with other correlative factor with the matching degree in taxi operation region, the higher sequence of matching degree is more forward, and described server is according to sequence, filter out the most front N number of taxi of sequence to push and send single message, wherein N>=1.
Preferably, send in single system above-mentioned, described server carries out cluster to the historical data of taxi operation, to determine that it is familiar with grade to different operational area.
Preferably, send in single system above-mentioned, described server determined operational area matching degree can affect its sequence on received car-mounted terminal, and the higher sequence of matching degree is more forward.
On the other hand, the invention provides a kind of said system that uses and carry out sending single method, it is characterized in that, comprise the steps:
Described passenger's client sends to described server request message of calling a taxi, and described message comprises start address by bus and destination address;
Described server receives the request message of calling a taxi from passenger's client, and determines the matching degree of the operational area of this request and the operational area of taxi according to the start address in request message and destination address;
Matching degree described in described server by utilizing also other relevant information comprehensive sorts to taxi;
Described server filters out at least one taxi according to sequence;
Described server sends to the car-mounted terminal filtering out at least one taxi and sends single message;
Described car-mounted terminal receives describedly sends single message, determines whether order.
Preferably, send in folk prescription method above-mentioned, before carrying out concrete group list, described server can perform following steps:
Described server is according to the history operation data of taxi, and the operational area of taxi is divided into by the frequent degree of runing in certain region according to taxi is differently familiar with grade operational area, and the frequent degree of runing in certain region is higher, and be familiar with higher grade.
Preferably, send in folk prescription method above-mentioned, determining that region is familiar with using clustering method in the step of grade to carry out the different division being familiar with grade operational area.
Preferably, send in folk prescription method above-mentioned, described server determines the matching degree of the operational area of this request and the operational area of taxi as follows:
Be familiar with grade to determine the matching degree in this request of calling a taxi and this taxi operation region according to taxi in start address and destination address region, start address and destination address region to be familiar with higher grade matching degree higher.
The above-mentioned system and method ordering car for other people brings following technique effect: described single system of sending can reduce driver effectively owing to being unfamiliar with start address or destination address and the sky caused is sailed and unnecessary searching, reduce energy resource consumption and the time waste of taxi system, improve whole efficiency of operation, reduce because can not find passenger loading place cause abandon list, the call a taxi order of system of raising runs succeeded the experience of calling a taxi of rate and user.
Accompanying drawing explanation
What Fig. 1 showed one embodiment of the present of invention sends single system.
Fig. 2 shows that determining hires a car is familiar with an example of grade to operational area.
Fig. 3 shows and determines to hire a car with clustering method and operational area is familiar with to an example of grade.
Fig. 4 shows and carries out sending single step according to an embodiment of the method for the invention.
Embodiment
Below in conjunction with Figure of description, illustrate that network sends single sequence system and method based on taxi operation region in hiring a car with specific embodiment.
With reference to figure 1, according to one embodiment of present invention, describedly single ordering system is sent to comprise as lower part:
Multiple passenger's client 1,1 ', multiple car-mounted terminal 2,2 ', 2 ", realize the single server 3 of group.
Wherein, described passenger's client 1 sends to described server 3 request message of calling a taxi, and described message comprises start address and destination address.
Such as, passenger's client 1,1 ' sends respectively to server call a taxi request message D1, D1 ', wherein,
Call a taxi request message D1: start address: S1; Destination address: E1;
Call a taxi request message D1 ': start address: S2; Destination address: E2;
In one embodiment, start address during server 3 receives call a taxi request message D1, D1 from passenger's client 1,1 ' ', and according to request message D1, D1 ' and destination address determine operational area and taxi C1, C1 of this request ', C1 " the matching degree of operational area; Afterwards, server 3 utilize described matching degree and other relevant information comprehensive to taxi C1, C1 ', C1 " sort, and be respectively D1, D1 according to sequence ' filter out taxi C1 ', C1; Then, described server 3 generates with the described request message D1 that calls a taxi sends single message D1 to push to taxi C1 ', and sends single message D1 ' to push to taxi C1 with described request message D1 ' generation of calling a taxi.
With reference to figure 2, particularly, in one embodiment, taxi C1, C1 ', C1 " history run initial destination address respectively with zero,
represent, operational area represents with its horizontal ordinate and ordinate respectively, and as 1-B represents that transverse axis is at 1 section, the longitudinal axis is in the region of B section.Described server 3 is by calculating each taxi number of times of occurring of initial destination address in each area, the operational area of taxi is divided into difference and is familiar with grade operational area by the frequent degree of namely runing in certain region according to taxi, determines the familiarity of driver to this region.
Such as, in fig. 2, taxi C1, C1 ', C1 " to the familiarity of relevant region 1-A, 4-D, 1-D, the 3-A of request message D1, D1 of calling a taxi ' as following table; in table bracket is the frequency that this taxi is runed in this region; and in order to simplify discussion, only will be familiar with ranking score to be familiar with and being unfamiliar with two ranks:
| 1-A | 4-D | 1-D | 3-A | |
| C1 | Be unfamiliar with (1) | Be unfamiliar with (0) | Be familiar with (5) | Be familiar with (7) |
| C1’ | Be familiar with (7) | Be familiar with (7) | Be unfamiliar with (1) | Be unfamiliar with (0) |
| C1” | Be unfamiliar with (0) | Be unfamiliar with (0) | Be unfamiliar with (0) | Be unfamiliar with (1) |
When calculating the matching degree of group's list and taxi, starting point or destination address are fallen into and is familiar with region and is designated as 1, fall into and be unfamiliar with region and be designated as 0, but practice is total, can use and meticulousr multiplely be familiar with grade, such as according to familiarity, operational area is divided into 0-4 totally 5 grades, and remember that its matching value is respectively 0 by its region falling into different brackets respectively, 1,2,3,4.
Be familiar with grade according to what provide in above-described embodiment, and the request of calling a taxi D1, D1 ' the region at initial destination address place, the matching degree of sending list and taxi can be calculated in the following manner:
The familiarity of matching degree=to starting point familiarity+to terminal
Taxi C1, C1 can be calculated ', C1 " and call a taxi request D1, D1 ' matching degree be:
| D1 | D2 | |
| C1 | 0 | 2 |
| C1’ | 2 | 0 |
| C1” | 0 | 0 |
Thus, to single with the group of D1, taxi sequence is C1 ', C1, C1 "; According to this sequence, D1 should be distributed to taxi C1 ';
Similarly, to single with the group of D2, taxi sequence is C1, C1 ', C1 "; According to this sequence, D2 should be distributed to taxi C1.
With reference to figure 3, in another embodiment, adopt clustering method to taxi C1, C1 ', C1 " the grade of being familiar with of operational area divide, taxi C1, C1 in figure ', C1 " initial, the destination address of history operation respectively with zero,
represent, after adopting the algorithm cluster of such as k-means, the operational area obtaining taxi C1 respectively familiar is J1-1, J1-2; The familiar operational area of taxi C1 ' is J2-1, J2-2, J2-3; Taxi C1 " familiar operational area is J3-1, J3-2, J3-3.
Easy in order to what describe, only divided two and be familiar with grade, and initial or destination address falls into and is familiar with region and is designated as 1, do not fall into and be familiar with region and be then designated as 0, but should be understood that, can adopt and meticulousr multiplely be familiar with grade, such as according to familiarity operational area is divided into 0-4 totally 5 be familiar with grade, and remember that its matching value is respectively 0 by falling into the different region being familiar with grade respectively, 1,2,3,4.
By investigating D1, D1 ' initial destination address and each taxi be familiar with between region relation, the matching degree of sending list and taxi can be calculated in the following manner:
The familiarity of matching degree=to starting point familiarity+to terminal
Can D1, D1 be calculated ' and each taxi between matching degree be:
| D1 | D2 | |
| C1 | 0 | 2 |
| C1’ | 2 | 0 |
| C1” | 0 | 0 |
Thus, to single with the group of D1, taxi sequence is C1 ', C1, C1 "; According to this sequence, described server 3 filters out taxi C1 ', and D1 is distributed to taxi C1 ';
Similarly, to single with the group of D2, taxi sequence is C1, C1 ', C1 "; According to this sequence, described server 3 filters out taxi C1, and D2 is distributed to taxi C1.
Further, in another embodiment, described coupling angle value not only can affect the screening to taxi when sending list, but also group can be affected singly in the sequence of car-mounted terminal, that is, on car-mounted terminal, if other conditions are identical, the sequence of the order that described matching degree is high is forward.
As shown in Figure 4, the present invention provides a kind of said system that uses on the one hand in addition and carries out sending single method, and described method comprises the steps:
S1001: described passenger's client sends to described server request message of calling a taxi, described message comprises start address by bus and destination address;
S1002: described server receives the request message of calling a taxi from passenger's client, and the matching degree determining the operational area that the operational area of this request and taxi are familiar with according to the start address in request message and destination address;
S1003: matching degree described in described server by utilizing also other relevant information comprehensive sorts to taxi;
S1004: described server filters out at least one taxi according to sequence;
S1005: described server sends to the car-mounted terminal filtering out at least one taxi and sends single message;
S1006: described car-mounted terminal receives describedly sends single message, determines whether order.
And in order to calculate matching degree in step S1002, before above-mentioned steps performs, described server can perform following steps:
As previously mentioned, described server is according to the history operation data of taxi, and the operational area of taxi is divided into by the frequent degree of runing in certain region according to taxi is differently familiar with grade operational area, and the frequent degree of runing in certain region is higher, and be familiar with higher grade.
Further, in a further embodiment, as previously mentioned, above-mentioned steps can use clustering method to carry out the different division being familiar with grade operational area.
In above-mentioned steps S1002, be familiar with grade to determine the matching degree in this request of calling a taxi and this taxi operation region according to taxi in start address and destination address region, start address and destination address region to be familiar with higher grade matching degree higher.
Above in conjunction with specific embodiments, and invention has been described with reference to accompanying drawing, but it is to be understood that, above-mentioned concrete enforcement is only illustrative, does not form limiting the scope of the invention.Protection scope of the present invention limited by claim, and for technical scheme in claim make for amendment known in those skilled in the art, replacement and the combination of equivalence all drop in protection scope of the present invention.
Claims (10)
1. network sends single system based on taxi operation region familiarity in hiring a car, and described system comprises car-mounted terminal, passenger's client, realizes the single server of group, it is characterized in that,
Described passenger's client sends to described server request message of calling a taxi, and described message comprises start address by bus and destination address;
Described server receives the request message of calling a taxi from passenger's client, and determines the matching degree of the operational area that the operational area of this request and taxi are familiar with according to the start address in request message and destination address; Afterwards, matching degree described in described server by utilizing also other relevant information comprehensive sorts to taxi, and filters out at least one taxi according to sequence; Then, described server generates the car-mounted terminal of sending on single message push to described at least one taxi with described request message of calling a taxi;
Described car-mounted terminal receives and sends single message, and determines whether order according to traffic-operating period.
2. send single system as claimed in claim 1, it is characterized in that, described server is according to the history operation data of taxi, the operational area of taxi is divided into by the frequent degree of runing in certain region according to taxi different is familiar with grade operational area, and the frequent degree of runing in certain region is higher, and be familiar with higher grade.
3. send single system as claimed in claim 2, it is characterized in that, described server is familiar with grade to determine the matching degree in this request of calling a taxi and this taxi operation region according to taxi in start address and destination address region, start address and destination address region to be familiar with higher grade matching degree higher.
4. send single system as claimed in claim 3, it is characterized in that, for the request of calling a taxi, described server considers this request of calling a taxi and sorts to taxi with other correlative factor with the matching degree in taxi operation region, the higher sequence of matching degree is more forward, and described server is according to sequence, filter out the most front N number of taxi of sequence to push and send single message, wherein N>=1.
5. send single system as claimed in claim 2, it is characterized in that, described server carries out cluster to the historical data of taxi operation, to determine that it is familiar with grade to different operational area.
6. send single system as claimed in claim 1, it is characterized in that, described server determined operational area matching degree can affect its sequence on received car-mounted terminal, and the higher sequence of matching degree is more forward.
7. use system described in claim 1 to carry out sending single method, it is characterized in that, comprise the steps:
Described passenger's client sends to described server request message of calling a taxi, and described message comprises start address by bus and destination address;
Described server receives the request message of calling a taxi from passenger's client, and determines the matching degree of the operational area of this request and the operational area of taxi according to the start address in request message and destination address;
Matching degree described in described server by utilizing also other relevant information comprehensive sorts to taxi;
Described server filters out at least one taxi according to sequence;
Described server sends to the car-mounted terminal filtering out at least one taxi and sends single message;
Described car-mounted terminal receives describedly sends single message, determines whether order.
8. the method that group according to claim 7 is single, is characterized in that, before carrying out concrete group list, described server can perform following steps:
Described server is according to the history operation data of taxi, and the operational area of taxi is divided into by the frequent degree of runing in certain region according to taxi is differently familiar with grade operational area, and the frequent degree of runing in certain region is higher, and be familiar with higher grade.
9. the method that group according to claim 8 is single, is characterized in that, is determining that region is familiar with using clustering method in the step of grade to carry out the different division being familiar with grade operational area.
10. the method that group according to claim 8 is single, it is characterized in that, described server determines the matching degree of the operational area of this request and the operational area of taxi as follows:
Be familiar with grade to determine the matching degree in this request of calling a taxi and this taxi operation region according to taxi in start address and destination address region, start address and destination address region to be familiar with higher grade matching degree higher.
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 true CN104794553A (en) | 2015-07-22 |
| CN104794553B CN104794553B (en) | 2018-07-10 |
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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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