CN113177661A

CN113177661A - Freight order recommendation method, device, equipment and storage medium

Info

Publication number: CN113177661A
Application number: CN202110474106.5A
Authority: CN
Inventors: 杨亚杰; 于声; 张烟玲
Original assignee: Jiangsu Manyun Logistics Information Co ltd
Current assignee: Jiangsu Manyun Logistics Information Co ltd
Priority date: 2021-04-29
Filing date: 2021-04-29
Publication date: 2021-07-27

Abstract

The embodiment of the application discloses a freight order recommendation method, a device, equipment and a storage medium, wherein the method comprises the following steps: acquiring a departure place and a destination in the cancelled order; searching at least one target order according to the departure place and the destination in the cancelled order; recalling the at least one target order and recommending the at least one target order to a carrier in the cancelled order. According to the method and the system for recommending the order, after the order is cancelled, the order can be recommended to the carrier of the cancelled order according to the target order recalled from the starting place and the destination of the cancelled order, the proper freight order can be recommended to the carrier again efficiently, the carrier is enabled to avoid unnecessary loss, and the order success rate is improved.

Description

Freight order recommendation method, device, equipment and storage medium

Technical Field

The embodiment of the application relates to the technical field of internet, in particular to a freight order recommendation method, device, equipment and storage medium.

Background

In the field of shipping, shippers (owners) and carriers (drivers) increasingly rely on internet platforms for shipping and locating goods. After the shipper publishes the source information on the internet platform, the shipper will take the order.

However, sometimes, after the carrier takes the order, the shipper cancels the order, and at this time, the carrier needs to confirm the cancellation of the order and search for the source of goods again to take the order.

Disclosure of Invention

The embodiment of the application provides a freight order recommending method, a device, equipment and a storage medium, so that a proper freight order is efficiently recommended to a carrier after the order of the carrier is cancelled, and the order success rate is improved.

In a first aspect, an embodiment of the present application provides a freight order recommendation method, including:

acquiring a departure place and a destination in the cancelled order;

searching at least one target order according to the departure place and the destination in the cancelled order;

recalling the at least one target order and recommending the at least one target order to a carrier in the cancelled order.

In a second aspect, an embodiment of the present application further provides a shipping order recommendation apparatus, including:

the position acquisition module is used for acquiring a departure place and a destination in the cancelled order;

the target order searching module is used for searching at least one target order according to the departure place and the destination in the cancelled order;

and the recall recommending module is used for recalling the at least one target order and recommending the recalled target order to a carrier in the cancelled order.

In a third aspect, an embodiment of the present application further provides a computer device, including:

one or more processors;

a storage device for storing one or more programs,

when executed by the one or more processors, cause the one or more processors to implement a shipping order recommendation method as described in any of the embodiments of the present application.

In a fourth aspect, embodiments of the present application further provide a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements a freight order recommendation method according to any of the embodiments of the present application.

According to the method and the system for recommending the order, after the order is cancelled, the order can be recommended to the carrier of the cancelled order according to the target order recalled from the starting place and the destination of the cancelled order, the proper freight order can be recommended to the carrier again efficiently, the carrier is enabled to avoid unnecessary loss, and the order success rate is improved.

Drawings

FIG. 1 is a flowchart illustrating a method for recommending a shipping order according to an embodiment of the present application;

FIG. 2 is a flowchart of a shipping order recommendation method according to a second embodiment of the present application;

fig. 3 is a schematic structural diagram of a shipping order recommendation device in a third embodiment of the present application;

fig. 4 is a schematic structural diagram of a computer device in the fourth embodiment of the present application.

Detailed Description

The present application will be described in further detail with reference to the following drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting of the application. It should be further noted that, for the convenience of description, only some of the structures related to the present application are shown in the drawings, not all of the structures.

Fig. 1 is a flowchart of a method for recommending a shipping order in an embodiment of the present application, which is applicable to a case where a shipping order is recommended for a carrier on an internet platform. The method may be performed by a shipping order recommendation apparatus, which may be implemented in software and/or hardware, and may be configured in a computer device, such as a server. As shown in fig. 1, the method specifically includes:

and S101, acquiring a departure place and a destination in the cancelled order.

In general, the shipping order includes information such as a departure point of the goods, a destination of the shipment, basic information of the goods, and other requests for shipment from a shipper (shipper). The requirements for the carrier (owner) and the vehicle are different for different goods, different departure and destination. For example, if goods are transported to the northeast in winter, it is necessary to prepare in advance materials, such as rain cloth, antifreeze, and anti-skid chains, which can safely travel in snow; if the goods being transported need to be refrigerated, the carrier is required to set up a car with a refrigeration function.

When a shipper initiates a shipping order and a carrier takes an order, the shipper needs to prepare the order in advance, and sometimes needs to spend extra time and money to meet the shipping requirement of the order. Therefore, once the owner cancels the order, the owner will increase the cost of time and money, resulting in waste of resources, and the success rate of the order will decrease.

And S102, searching at least one target order according to the departure place and the destination in the cancelled order.

S103, recalling at least one target order and recommending the target order to the carrier in the cancelled order.

In order to avoid unnecessary loss for the vehicle owner and improve the order success rate, in the embodiment of the application, once the order is found to be cancelled, at least one target order is searched according to the starting place and the destination in the cancelled order, and the at least one target order is recalled and recommended to the carrier in the cancelled order. The target order may be, for example, the same place of departure and the same destination as the cancelled order, or the same place of departure or the same destination as the cancelled order, or the closer distance to the place of departure and the destination of the cancelled order, so that even if the vehicle owner prepares the order in advance, the target order recommended to the vehicle owner again is associated with the place of departure and the destination of the order cancelled before, on one hand, the cost loss of the vehicle owner for preparing the previous order can be reduced to a great extent, on the other hand, the possibility of the vehicle owner selecting the target order is higher, thereby improving the vehicle and goods matching rate and further improving the success rate of the order.

It should also be noted that at least one target order is recalled, that is, the source of the target order is not exposed to other carriers publicly, and is recommended only to the owner of the current cancelled order, so as to further reduce the loss of the owner.

Example two

Fig. 2 is a flowchart of a freight order recommendation method in the second embodiment of the present application, and the second embodiment of the present application is further optimized based on the first embodiment of the present application. As shown in fig. 2, the method includes:

s201, obtaining a departure place and a destination in the cancelled order.

S202, searching at least one first order with the same departure place and destination in the cancelled order, and taking the first order as a target order.

In the process of searching for the target order, it is preferable to search for an order, referred to as a first order in this embodiment, having the same starting point and destination as those of the cancelled order, and use the at least one first order as the target order. If the departure place and the destination are the same, the preparation work of the carrier for canceling the order in advance is effective, the loss of the carrier is minimum, and the success rate of the target order is also highest.

And S203, if the first order does not exist, searching at least one second order which is the same as the starting place or the destination in the cancelled orders in the set search range around the starting place and the destination in the cancelled orders, and taking the second order as a target order.

In practical situations, there may be no first order with the same place of departure and destination as the cancelled order, and in this case, as a sub-optimal recommendation strategy, it may be selected to search for at least one second order with the same place of departure or the same destination as the cancelled order within a set search range around the place of departure and the destination in the cancelled order, and use the second order as the target order. That is, in the second order, the departure place may be the same but the destination is different, or the destination may be the same but the departure place is different, or of course, the departure place and the destination may be different, but the distances between the departure place and/or the destination which are different and the departure place and the destination in the cancelled order are controlled within the set search range, so that the carrier can be matched with the appropriate target order as much as possible without the first order with the same departure place and destination, and the matching rate of the vehicle and the goods can be improved with the minimum cost.

Wherein the set search range is determined according to the delivery distance from the departure place to the destination in the cancelled order and is positively correlated with the delivery distance. For example, if the cancelled order belongs to a short-distance order (e.g., the delivery distance is within 200 Km), the set search range may be within 20Km around the departure place or the destination; if the cancelled order belongs to the midway order (such as the delivery distance is 200-600Km), the set search range can be a range of 40Km around the departure place or the destination; if the cancelled order belongs to a long distance order (for example, the delivery distance is more than 600Km), the set search range may be within 60Km around the departure place or the destination. That is, when the delivery distance is relatively far, the search range may be larger, whereas, if the delivery distance is relatively close, the search range should be smaller, the target order searched in this way is recommended to the shipper, and the willingness of the shipper to accept the order is higher, thereby improving the success rate of the order, and meanwhile, the loss of the shipper can be minimized.

S204, sequencing at least one second order according to the distance difference between the second order and the cancelled order with different departure places or destinations.

Under a suboptimal recommendation strategy, if the number of the searched second orders is more than one, the second orders need to be ranked and then recommended to the owner. The sorting criterion may be, for example, a distance difference between a place of departure or a destination different from the cancelled order, and if the order with a smaller distance difference is sorted earlier, the distance difference in the following order is gradually increased, so that the owner can quickly select the order he wants according to the sorting criterion.

For example, after an order from Guangzhou to Harbin is cancelled, the platform is searched for the presence of a Guangzhou to Harbin asset, and if so, such asset is recalled and recommended only to the carrier of the cancelled order. If no sources exist from Guangzhou to Harbin, then the search may continue for sources from Foshan to Harbin, and if two tickets are found, the two tickets are recalled and recommended only to the carrier. Further, assume that the difference in distance between the source a of the fogshan to harbourine is: the distance difference between the origin of Guangzhou-Buddha mountain and the origin of goods B is as follows: the distance between the departure place of the source B and the departure place of the cancelled order is smaller, so that the recommendation order of the source B is better than that of the source a.

S205, recalling at least one second order according to the sorting result, and recommending the second order to the carrier in the cancelled order.

According to the method and the device for recommending the vehicle goods matching orders, after the orders are cancelled, the target orders can be recalled and recommended to the carriers of the cancelled orders according to the departure places and the destinations of the cancelled orders, the orders with the same departure places and the same destinations are recommended preferentially according to a certain priority, and the orders with the same departure places or the same destinations are recommended to the carriers according to a suboptimal strategy under the condition that the orders do not exist, so that the carriers are guaranteed to have the lowest loss, and the vehicle goods matching rate and the success rate of the orders can be improved.

EXAMPLE III

Fig. 3 is a schematic structural diagram of a shipping order recommending apparatus in a third embodiment of the present application, which is applicable to a case where a shipping order is recommended for a carrier on an internet platform. As shown in fig. 3, the apparatus includes:

a location obtaining module 310, configured to obtain a departure place and a destination in the cancelled order;

a target order searching module 320, configured to search for at least one target order according to a departure place and a destination in the cancelled order;

and a recall recommending module 330, configured to recall the at least one target order and recommend the recalled target order to a carrier in the cancelled order.

Optionally, the target order searching module 320 includes:

and the first searching unit is used for searching at least one first order with the same departure place and destination in the cancelled orders and taking the first order as the target order.

Optionally, the target order searching module 320 further includes:

and a second searching unit, configured to search, if the first order does not exist, at least one second order that is the same as the starting place or the destination in the cancelled order within a set search range around the starting place and the destination in the cancelled order, and take the second order as the target order.

Optionally, the set search range is determined according to a delivery distance from a departure point to a destination in the cancelled order, and is positively correlated with the delivery distance.

Optionally, the recall recommending module 330 includes:

a sorting unit, configured to sort the at least one second order according to a distance difference between the second order and a different departure place or destination in the cancelled order;

and the recommending unit is used for recalling the at least one second order according to the sequencing result and recommending the second order to the carriers in the cancelled order.

The freight order recommendation device provided by the embodiment of the application can execute the freight order recommendation method provided by any embodiment of the application, and has corresponding functional modules and beneficial effects for executing the freight order recommendation method.

Example four

Fig. 4 is a schematic structural diagram of a computer device according to a fourth embodiment of the present application. FIG. 4 illustrates a block diagram of an exemplary computer device 12 suitable for use in implementing embodiments of the present application. The computer device 12 shown in fig. 4 is only an example and should not bring any limitation to the function and scope of use of the embodiments of the present application.

As shown in FIG. 4, computer device 12 is in the form of a general purpose computing device. The components of computer device 12 may include, but are not limited to: one or more processors or processing units 16, a system memory 28, and a bus 18 that couples various system components including the system memory 28 and the processing unit 16.

Bus 18 represents one or more of any of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, and a processor or local bus using any of a variety of bus architectures. By way of example, such architectures include, but are not limited to, Industry Standard Architecture (ISA) bus, micro-channel architecture (MAC) bus, enhanced ISA bus, Video Electronics Standards Association (VESA) local bus, and Peripheral Component Interconnect (PCI) bus.

Computer device 12 typically includes a variety of computer system readable media. Such media may be any available media that is accessible by computer device 12 and includes both volatile and nonvolatile media, removable and non-removable media.

The system memory 28 may include computer system readable media in the form of volatile memory, such as Random Access Memory (RAM)30 and/or cache memory 32. Computer device 12 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, storage system 34 may be used to read from and write to non-removable, nonvolatile magnetic media (not shown in FIG. 4, and commonly referred to as a "hard drive"). Although not shown in FIG. 4, a magnetic disk drive for reading from and writing to a removable, nonvolatile magnetic disk (e.g., a "floppy disk") and an optical disk drive for reading from or writing to a removable, nonvolatile optical disk (e.g., a CD-ROM, DVD-ROM, or other optical media) may be provided. In these cases, each drive may be connected to bus 18 by one or more data media interfaces. Memory 28 may include at least one program product having a set (e.g., at least one) of program modules that are configured to carry out the functions of embodiments of the application.

A program/utility 40 having a set (at least one) of program modules 42 may be stored, for example, in memory 28, such program modules 42 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each of which examples or some combination thereof may comprise an implementation of a network environment. Program modules 42 generally perform the functions and/or methodologies of the embodiments described herein.

Computer device 12 may also communicate with one or more external devices 14 (e.g., keyboard, pointing device, display 24, etc.), with one or more devices that enable a user to interact with computer device 12, and/or with any devices (e.g., network card, modem, etc.) that enable computer device 12 to communicate with one or more other computing devices. Such communication may be through an input/output (I/O) interface 22. Also, computer device 12 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network such as the Internet) via network adapter 20. As shown, network adapter 20 communicates with the other modules of computer device 12 via bus 18. It should be understood that although not shown in the figures, other hardware and/or software modules may be used in conjunction with computer device 12, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.

The processing unit 16 executes various functional applications and data processing by executing programs stored in the system memory 28, for example, implementing a shipping order recommendation method provided in the embodiment of the present application, including:

acquiring a departure place and a destination in the cancelled order;

EXAMPLE five

A fifth embodiment of the present application further provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements a freight order recommendation method provided in the embodiment of the present application, and the method includes:

acquiring a departure place and a destination in the cancelled order;

The computer storage media of the embodiments of the present application may take any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.

A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.

Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.

Computer program code for carrying out operations for aspects of the present application may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + +, and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).

It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present application and the technical principles employed. It will be understood by those skilled in the art that the present application is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the application. Therefore, although the present application has been described in more detail with reference to the above embodiments, the present application is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present application, and the scope of the present application is determined by the scope of the appended claims.

Claims

1. A method for freight order recommendation, comprising:

acquiring a departure place and a destination in the cancelled order;

2. The method of claim 1, wherein searching for at least one target order based on a starting point and a destination in the cancelled order comprises:

and searching at least one first order with the same starting place and destination in the cancelled order, and taking the first order as the target order.

3. The method of claim 2, wherein searching for at least one target order based on a starting point and a destination in the cancelled order further comprises:

and if the first order does not exist, searching at least one second order which is the same as the starting place or the destination in the cancelled orders in a set search range around the starting place and the destination in the cancelled orders, and taking the second order as the target order.

4. The method according to claim 3, wherein the set search range is determined according to a delivery distance from a departure point to a destination point in the cancelled order, and is positively correlated with the delivery distance.

5. The method of claim 3, wherein recalling the at least one target order and recommending to a carrier in the cancelled order comprises:

sequencing the at least one second order according to the distance difference between the second order and the cancelled order with different departure places or destinations;

and recalling the at least one second order according to the sequencing result, and recommending the second order to the carrier in the cancelled order.

6. A shipment order recommendation device, comprising:

7. The apparatus of claim 6, wherein the target order search module comprises:

8. The apparatus of claim 7, wherein the target order search module further comprises:

9. A computer device, comprising:

one or more processors;

a storage device for storing one or more programs,

when executed by the one or more processors, cause the one or more processors to implement the shipment order recommendation method as recited in any of claims 1-5.

10. A computer-readable storage medium, on which a computer program is stored, which program, when being executed by a processor, is adapted to carry out a freight order recommendation method according to any one of claims 1-5.