CN112488198A - Logistics routing distribution method, device, equipment and storage medium - Google Patents
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Abstract
The invention provides a logistics route distribution method, a device, equipment and a storage medium, wherein the logistics route distribution method comprises the following steps: calculating the routing information of the package to be distributed according to the receiving address and the sending address of the package to be distributed; matching and obtaining portal information from a portal information data set according to the recipient addresses of the parcels to be distributed, wherein the portal information data set is obtained by clustering the recipient addresses of the parcels according to historical parcel logistics information; the invention processes the existing logistics routing information to provide routing prompts for the dispatching personnel so as to facilitate the dispatching personnel to dispatch the packages, and simultaneously, the dispatching personnel does not need to be familiar with dispatching areas, thereby reducing the area learning time of the dispatching personnel, reducing the region threshold of the dispatching personnel and further reducing the labor cost.
Description
Technical Field
The present invention relates to the field of computer applications, and in particular, to a method, an apparatus, a device, and a storage medium for logistics routing distribution.
Background
Currently, logistics companies rely mainly on coded information such as three-segment codes for sorting. The three-segment code information can generally guide the package to be routed to a dispatching node and a dispatching member, but the specific dispatching of the package to which cell or door address needs the dispatching member to perform identification sorting and clustering, and meanwhile, a new dispatching member cannot be quickly identified for different writing methods of the same door address, and certain learning time is needed for realizing quick clustering and dispatching.
Therefore, how to process the existing logistics routing information to provide routing prompts for the dispatching personnel so as to facilitate the dispatching personnel to dispatch the parts, and meanwhile, the dispatching personnel is not required to be familiar with the dispatching area, so that the area learning time of the dispatching personnel is reduced, the region threshold of the dispatching personnel is reduced, and the labor cost is further reduced.
Disclosure of Invention
In order to overcome the defects of the related technologies, the invention provides a logistics routing distribution method, a logistics routing distribution device, an electronic device and a storage medium, and further processes the existing logistics routing information to provide routing prompts for dispatching members so as to facilitate the dispatching members to dispatch, and meanwhile, the dispatching members do not need to be familiar with dispatching areas, so that the area learning time of the dispatching members is reduced, the regional threshold of the dispatching members is reduced, and the labor cost is further reduced.
According to an aspect of the present invention, there is provided a logistics routing distribution method, including:
calculating the routing information of the package to be distributed according to the receiving address and the sending address of the package to be distributed;
matching and obtaining portal information from a portal information data set according to the recipient addresses of the parcels to be distributed, wherein the portal information data set is obtained by clustering the recipient addresses of the parcels according to historical parcel logistics information; and
and showing the routing information and the door address information of the package to be distributed to the delivery person.
In some embodiments of the invention, the set of portal information data is formed according to the following steps:
acquiring an addressee of the historical parcel logistics information;
dividing each receiving address according to a preset structure, wherein the preset structure comprises a plurality of preset fields;
extracting information of selected fields of each addressee as portal address information;
and clustering the portal address information of each receiving address to obtain a portal address information data set.
In some embodiments of the invention, the selected field is point of interest information and/or road information.
In some embodiments of the present invention, each dispatch node associates a corresponding portal information dataset, and the obtaining a portal information from a portal information dataset by matching according to the recipient address of the package to be distributed includes:
determining a delivery node of the package to be distributed according to the recipient address of the package to be distributed;
acquiring a portal address information data set associated with the dispatch node;
and matching and obtaining portal address information from the portal address information data set according to the recipient address of the package to be distributed.
In some embodiments of the present invention, the obtaining, according to the recipient address of the package to be distributed, portal information from a portal information dataset by matching includes:
extracting text characteristics of the recipient address of the package to be distributed;
calculating the similarity between the text characteristics of the recipient address of the package to be distributed and the portal address information in the portal address information data set;
and taking the door address information with the maximum similarity as the door address information of the recipient address of the package to be distributed.
In some embodiments of the present invention, the displaying the routing information and the portal information of the package to be distributed to the dispatcher comprises:
and printing the routing information and the door address information of the package to be distributed on the electronic bill of the package to be distributed.
In some embodiments of the present invention, the displaying the routing information and the portal information of the package to be distributed to the dispatcher comprises:
and sending the routing information and the door address information of the package to be distributed to the terminal of the delivery member.
In some embodiments of the present invention, after obtaining an address information from an address information dataset according to the recipient address of the package to be distributed, the matching further includes:
packages distributed to the same dispatcher with the same portal information are automatically sorted into the same continuous physical space.
In some embodiments of the present invention, the displaying the routing information and the portal address information of the package to be distributed to the dispatcher further comprises:
and providing a path plan among the portal address information for the dispatching personnel according to the portal address information of the parcels to be dispatched by the dispatching personnel.
According to another aspect of the present invention, there is also provided a logistics routing distribution apparatus, including:
the calculation module is configured to calculate the routing information of the package to be distributed according to the receiving address and the sending address of the package to be distributed;
the matching module is configured to obtain portal information from a portal information data set in a matching mode according to the recipient addresses of the parcels to be distributed, and the portal information data set is obtained by clustering the recipient addresses of the parcels according to historical parcel logistics information; and
and the display module is configured to display the routing information and the door address information of the package to be distributed to the dispatcher.
According to still another aspect of the present invention, there is also provided an electronic apparatus, including: a processor; a storage medium having stored thereon a computer program which, when executed by the processor, performs the steps as described above.
According to yet another aspect of the present invention, there is also provided a storage medium having stored thereon a computer program which, when executed by a processor, performs the steps as described above.
Compared with the prior art, the invention has the advantages that:
routing information of the packages to be distributed and portal address information obtained by clustering the recipient addresses of the historical packages are calculated based on the recipient addresses and the delivery addresses of the packages to be distributed, so that the routing information and the portal address information of the packages to be distributed are displayed for a delivery person, delivery of the delivery person is facilitated, the delivery person does not need to be familiar with a delivery area, the area learning time of the delivery person is shortened, the region threshold of the delivery person is reduced, and the labor cost is further reduced.
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The above and other features and advantages of the present invention will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawings.
Fig. 1 shows a flowchart of a logistics routing distribution method according to an embodiment of the invention.
Fig. 2 shows a flow chart for forming a set of address information data according to a specific embodiment of the invention.
Fig. 3 is a flowchart illustrating an address information obtaining process from an address information data set according to the recipient address of the package to be distributed according to an embodiment of the present invention.
Fig. 4 is a flow chart illustrating a process of obtaining address information from an address information dataset according to the recipient address of the package to be distributed.
Fig. 5 is a block diagram showing a logistics route distribution apparatus according to an embodiment of the present invention.
Fig. 6 schematically illustrates a computer-readable storage medium in an exemplary embodiment of the invention.
Fig. 7 schematically illustrates an electronic device in an exemplary embodiment of the invention.
Detailed Description
Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many different forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.
Furthermore, the drawings are merely schematic illustrations of the invention and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus their repetitive description will be omitted. Some of the block diagrams shown in the figures are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and/or processor devices and/or microcontroller devices.
The flow charts shown in the drawings are merely illustrative and do not necessarily include all of the steps. For example, some steps may be decomposed, and some steps may be combined or partially combined, so that the actual execution sequence may be changed according to the actual situation.
In various embodiments of the present invention, the logistics routing distribution method provided by the present invention may be applied to a logistics platform, an e-commerce platform, or other third party platforms that can call logistics trajectory data of the logistics platform. Further, in various embodiments of the invention, the invention is particularly applicable to return item identification for e-commerce platforms. The foregoing merely provides various application scenarios of the present invention, and the application scenarios of the present invention are not limited thereto, and are not repeated herein.
Fig. 1 shows a flowchart of a logistics routing distribution method according to an embodiment of the invention. The logistics routing distribution method comprises the following steps:
step S110: and calculating the routing information of the package to be distributed according to the receiving address and the sending address of the package to be distributed.
Specifically, the routing information includes, but is not limited to, encoded information of the logistics multi-segment code, logistics track path nodes, pickup nodes, dispatch nodes, and dispatcher information. The following describes step S110 by taking routing information as a three-segment code as an example: first, the end center can be matched according to the provincial and urban areas of the receiving and sending parts; then, the terminal dispatch node information can be matched according to the recipient address information; and finally, matching the information of the terminal dispatchers according to the information of the addressees, thereby calculating the three-segment code of the package to be distributed according to the obtained information of the terminal center, the terminal dispatch node and the dispatchers.
Step S120: and matching and obtaining portal information from a portal information data set according to the recipient addresses of the parcels to be distributed, wherein the portal information data set is obtained by clustering the recipient addresses of the parcels according to historical parcel logistics information.
Specifically, the portal address information may be easily recognized information such as points of interest provided by a map service, road information, and community information. Furthermore, the size of the geographic range contained in the portal address information can be adjusted during clustering, so that one portal address information only corresponds to one building; a portal information corresponds to a community, a portal information corresponds to a complete road range, etc., which should not be construed as a limitation.
In particular, the formation of the portal address information dataset will be described in conjunction with fig. 2. The specific implementation of step S120 will also be described in conjunction with the embodiments of fig. 3 and fig. 4, which are not described herein again.
Step S130: and showing the routing information and the door address information of the package to be distributed to the delivery person.
Specifically, in step S130, the routing information and the address information may be presented to the dispatcher in different presentation manners.
In some embodiments, routing information and portal information for a package to be distributed may be printed on an electronic bill of the package to be distributed. The embodiment is particularly intuitive for the delivery person, and can visually see the routing information and the door address information on the electronic bill while taking the package, so that the delivery person can conveniently deliver the package based on the seen door address information.
In other embodiments, routing information for the package to be distributed may be sent to the dispatcher's terminal along with the portal address information. Therefore, the dispatcher can view the routing information and the portal address information of each package through the terminal equipment. In this embodiment, in order to implement the correspondence between the package and the information displayed by the terminal device of the delivery member, the identifier (for example, the waybill number) of the package may be scanned/photographed by the terminal device, so that the terminal device communicates with the server according to the obtained identifier to obtain the routing information and the portal address information of the package. In this embodiment, the routing information and the door address information of the package may also be printed on the package in a graphical coding manner (such as a two-dimensional code or a barcode), and when the dispatcher scans the graphical codes of the routing information and the door address information through the terminal device, the dispatcher may directly perform decoding to obtain the routing information and the door address information of the package. The present invention can also realize more display modes of routing information and door address information, which are not described herein.
Further, in some implementations of the present invention, in order to further facilitate dispatch by a dispatcher and reduce labor cost of the dispatcher, the matching obtaining a portal information from a portal information dataset according to the recipient address of the package to be distributed in step S120 may further include: packages distributed to the same dispatcher with the same portal information are automatically sorted into the same continuous physical space. In other words, this embodiment can place multiple packages of the same dispatch with the same portal information together by automated sorting equipment and can distinguish packages of different portal information from packages of different dispatchers by physical separation. Particularly, the warehouse space of the dispatching node can be managed through automatic sorting equipment, and the automatic sorting equipment dynamically divides and manages the warehouse space through the obtained door address information and dispatching personnel of the packages so as to sort the packages into the corresponding physical space. Furthermore, the automatic sorting equipment can also pre-allocate warehouse space of the dispatching nodes according to the statistics of historical parcel volumes of dispatching personnel and door address information, so that the sorting efficiency is improved. The invention can also realize more sorting modes based on the door address information, and the details are not repeated herein.
Further, in some embodiments of the present invention, in order to improve dispatch efficiency of the dispatcher and reduce geographic familiarity requirement on the dispatcher, the displaying routing information and portal address information of the package to be distributed to the dispatcher in step S130 may further include: and providing a path plan among the portal address information for the dispatching personnel according to the portal address information of the parcels to be dispatched by the dispatching personnel. Specifically, in this embodiment, before the dispatch member dispatches the dispatch, the multiple pieces of portal address information of the package to be dispatched by the dispatch member are counted, and the multiple pieces of portal address information are used as the transit node, and the dispatch node is used as the start node, so as to perform path planning. The path planning may adopt various existing path planning methods, which are not described herein. The routing plan enables the dispatcher to complete dispatching of the package of the plurality of portal information in a shortest time and/or a shortest distance. Furthermore, the nodes of the door address information can be sequenced according to the sequence of the path planning from the delivery node, and after the sequencing, the packages can be conveyed (for example, conveyed by manpower or equipment) to the transportation tool of the delivery member from the back to the front in sequence according to the sequencing result, so that the delivery member can take the packages of the door address information off the transportation tool for delivery after reaching the position corresponding to the door address information, and the problems that the packages of the door address information which are not delivered are required to be taken off due to the problem of the package placement sequence, the packages of the current door address information are conveyed again, and the packages which are taken off before are conveyed to the transportation tool are solved, and therefore, the labor cost of the delivery member is further reduced.
In the logistics routing distribution method provided by the invention, based on the recipient addresses and the delivery addresses of the packages to be distributed, the routing information of the packages to be distributed and the portal address information obtained by clustering the recipient addresses of the historical packages are calculated, so that the routing information and the portal address information of the packages to be distributed are displayed for the delivery staff, and therefore, the delivery staff can conveniently deliver the packages, meanwhile, the delivery staff does not need to be familiar with a delivery area, the area learning time of the delivery staff is reduced, the regional threshold of the delivery staff is reduced, and the labor cost is further reduced.
Referring now to fig. 2, fig. 2 illustrates a flow diagram for forming a portal information data set in accordance with a specific embodiment of the present invention. Fig. 2 shows the following steps together:
step S101: and acquiring the recipient address of the historical parcel logistics information.
Step S102: and segmenting each receiving address according to a preset structure, wherein the preset structure comprises a plurality of preset fields.
Specifically, the addressee may be divided into street information, road information, interest point information, and building number information in step S102 (which is only an exemplary one, and the present invention is not limited thereto). Thus, in some embodiments, the segmentation may be performed according to the recipient address of the user through a Named Entity Recognition (NER) model. The invention can also adopt other natural language processing modes to segment the user receiving address according to the preset structure.
Step S103: and extracting the information of the selected field of each addressee as the door address information.
In particular, in some embodiments, the selected field may be point of interest information; in other embodiments, the selected field may be road information; in still other embodiments, the selected fields may be point of interest information as well as road information. Thus, step S103 may identify the point of interest information and/or the road information therein as the basis for the package aggregation. Further, the present invention can adjust the address range included in the address information data set by selecting different fields.
Step S104: and clustering the portal address information of each receiving address to obtain a portal address information data set.
Specifically, the portal address information data set may include only a plurality of portal address information. In some variations, the portal information data set may further include a plurality of recipient addresses corresponding to each portal information.
In some implementations, the recipient addresses of the historical parcel logistics information may be clustered by serving node to obtain a portal information data set corresponding to the serving node.
In some implementations, the portal information data set can be clustered and updated periodically.
Referring now to fig. 3, fig. 3 is a flow chart illustrating matching of a portal information data set to obtain a portal information according to the recipient address of the package to be distributed according to an embodiment of the present invention. In this embodiment, each dispatch node associates a corresponding set of portal address information data. The step S120 in fig. 1 of obtaining an address information from an address information dataset according to the recipient address of the package to be distributed by matching may include the following steps:
step S121: and determining a delivery node of the package to be distributed according to the recipient address of the package to be distributed.
Step S122: and acquiring a portal address information data set associated with the dispatch node.
Step S123: and matching and obtaining portal address information from the portal address information data set according to the recipient address of the package to be distributed.
Therefore, the situation that the dispatch network points are not distinguished in the clustering step is avoided through the corresponding portal address information data sets of the dispatch network points, and the portal address information of one dispatch network point is clustered into the range of the dispatch fence of the adjacent dispatch network point. Further, the portal address information data set associated with the dispatch nodes is obtained through the steps so as to perform targeted matching and clustering, improve the association between the portal address information and the dispatch nodes, and improve the accuracy of the portal address information obtained through clustering.
Referring now to fig. 4, fig. 4 is a flow chart illustrating matching of a portal information data set to obtain a portal information according to the recipient address of the package to be distributed according to another embodiment of the present invention. Step S120 in fig. 1, obtaining an address information from an address information dataset according to the recipient address of the package to be distributed by matching may further include the following steps:
step S124: and extracting the text characteristics of the recipient address of the package to be distributed.
In some embodiments, in the manner of the foregoing step S102 and step S103, the recipient address may be divided according to a preset structure, and information in a predetermined field is extracted as a text feature of the recipient address of the package to be distributed, so that matching and correspondence can be performed with information in the portal information data set. The invention is not limited thereto, and other ways of extracting text features are also within the scope of the invention.
Step S125: and calculating the similarity between the text characteristics of the recipient address of the package to be distributed and the portal address information in the portal address information data set.
Specifically, step S125 may directly use the ratio of the same number of words of the text feature and each address information in the address information data set to the total number of words as the similarity, which is simple to calculate, easy to implement, and efficient to implement. The invention is not limited thereto, and other text similarity calculation methods (such as word moving distance, editing distance, etc.) are within the scope of the invention.
Step S126: and taking the door address information with the maximum similarity as the door address information of the recipient address of the package to be distributed.
Therefore, the collection of the recipient addresses of the packages to be distributed can be realized, so that the packages can be conveniently distributed by a dispatcher. Further, in some variations, a similarity threshold may be set, and when the similarity between the text feature of the recipient address of the package to be distributed and each portal address information in the portal address information data set is smaller than the similarity threshold, the text feature of the recipient address of the package to be distributed may be directly displayed as the portal address information of the package. In addition, text characteristics of the recipient addresses of the packages to be distributed can be stored in an accurate portal address information data set, and the accurate portal address information data set is used for storing portal address information of which the similarity with each portal address information in the portal address information data set is smaller than a similarity threshold. Meanwhile, after the above steps are performed for each parcel, when the number of occurrences of any one of the pieces of address information in the quasi-address information dataset is greater than a predetermined number threshold (for example, 10 times, 20 times, etc., which is not limited by the present invention), the piece of address information in the quasi-address information dataset is stored in the address information dataset and deleted from the quasi-address information dataset.
The above are merely a plurality of specific implementations of the logistics routing distribution method of the present invention, and each implementation may be implemented independently or in combination, and the present invention is not limited thereto. Furthermore, the flow charts of the present invention are merely schematic, the execution sequence between the steps is not limited thereto, and the steps can be split, combined, exchanged sequentially, or executed synchronously or asynchronously in other ways within the protection scope of the present invention.
Referring now to fig. 5, fig. 5 is a block diagram illustrating a logistics routing distribution apparatus in accordance with an embodiment of the present invention. The logistics routing and distribution apparatus 200 comprises a calculation module 210, a matching module 220 and a presentation module 230.
The calculation module 210 is configured to calculate the routing information of the package to be distributed according to the recipient address and the delivery address of the package to be distributed;
the matching module 220 is configured to obtain portal information from a portal information data set in a matching manner according to the recipient addresses of the parcels to be distributed, wherein the portal information data set is obtained by clustering the recipient addresses of the parcels according to historical parcel logistics information; and
the presentation module 230 is configured to present routing information and portal information for a package to be distributed to a dispatcher.
In the logistics routing distribution device of the exemplary embodiment of the invention, based on the recipient address and the delivery address of the package to be distributed, the routing information of the package to be distributed and the portal address information obtained by clustering the recipient addresses of the historical packages are calculated, so that the routing information and the portal address information of the package to be distributed are displayed for the delivery person, thereby facilitating the delivery of the delivery person, simultaneously avoiding the need for the delivery person to be familiar with the delivery area, reducing the area learning time of the delivery person, reducing the regional threshold of the delivery person and further reducing the labor cost.
Fig. 5 is a schematic diagram illustrating the logistics routing and distribution apparatus 200 provided by the present invention, respectively, and the splitting, combining, and adding of modules are within the scope of the present invention without departing from the spirit of the present invention. The logistics routing and distribution apparatus 200 provided by the present invention can be implemented by software, hardware, firmware, plug-in and any combination thereof, and the present invention is not limited thereto.
In an exemplary embodiment of the present invention, there is also provided a computer-readable storage medium, on which a computer program is stored, which when executed by, for example, a processor, can implement the steps of the logistics route distribution method described in any one of the above embodiments. In some possible embodiments, aspects of the present invention may also be implemented in the form of a program product comprising program code for causing a terminal device to perform the steps according to various exemplary embodiments of the present invention described in the logistics routing distribution method section above of this specification, when the program product is run on the terminal device.
Referring to fig. 6, a program product 700 for implementing the above method according to an embodiment of the present invention is described, which may employ a portable compact disc read only memory (CD-ROM) and include program code, and may be run on a terminal device, such as a personal computer. However, the program product of the present invention is not limited in this regard and, in the present document, a 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.
The program product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A 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 readable storage medium include: an electrical connection having one or more wires, a portable disk, 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.
The computer readable storage medium may include a propagated data signal with 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 readable storage medium may also be any readable medium that is not a 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 readable storage 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.
Program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the tenant computing device, partly on the tenant device, as a stand-alone software package, partly on the tenant computing device and partly on a remote computing device, or entirely on the remote computing device or server. In the case of remote computing devices, the remote computing devices may be connected to the tenant computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., through the internet using an internet service provider).
In an exemplary embodiment of the invention, there is also provided an electronic device that may include a processor and a memory for storing executable instructions of the processor. Wherein the processor is configured to execute the steps of the logistics routing distribution method of any one of the above embodiments via execution of the executable instructions.
As will be appreciated by one skilled in the art, aspects of the present invention may be embodied as a system, method or program product. Thus, various aspects of the invention may be embodied in the form of: an entirely hardware embodiment, an entirely software embodiment (including firmware, microcode, etc.) or an embodiment combining hardware and software aspects that may all generally be referred to herein as a "circuit," module "or" system.
An electronic device 500 according to this embodiment of the invention is described below with reference to fig. 7. The electronic device 500 shown in fig. 7 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 7, the electronic device 500 is embodied in the form of a general purpose computing device. The components of the electronic device 500 may include, but are not limited to: at least one processing unit 510, at least one memory unit 520, a bus 530 that couples various system components including the memory unit 520 and the processing unit 510, a display unit 540, and the like.
Wherein the storage unit stores program code, which can be executed by the processing unit 510, to cause the processing unit 510 to perform the steps according to various exemplary embodiments of the present invention described in the logistics routing distribution method section above in this specification. For example, the processing unit 510 may perform the steps as shown in any one or more of fig. 1-4.
The memory unit 520 may include a readable medium in the form of a volatile memory unit, such as a random access memory unit (RAM)5201 and/or a cache memory unit 5202, and may further include a read only memory unit (ROM) 5203.
The memory unit 520 may also include a program/utility 5204 having a set (at least one) of program modules 5205, such program modules 5205 including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which, or some combination thereof, may comprise an implementation of a network environment.
The electronic device 500 may also communicate with one or more external devices 600 (e.g., keyboard, pointing device, bluetooth device, etc.), with one or more devices that enable a tenant to interact with the electronic device 500, and/or with any devices (e.g., router, modem, etc.) that enable the electronic device 500 to communicate with one or more other computing devices. Such communication may be through input/output (I/O) interfaces 550. Also, the electronic device 500 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 the network adapter 560. The network adapter 560 may communicate with other modules of the electronic device 500 via the bus 530. It should be appreciated that although not shown in the figures, other hardware and/or software modules may be used in conjunction with the electronic device 500, 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.
Through the above description of the embodiments, those skilled in the art will readily understand that the exemplary embodiments described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, the technical solution according to the embodiment of the present invention can be embodied in the form of a software product, which can be stored in a non-volatile storage medium (which can be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to make a computing device (which can be a personal computer, a server, or a network device, etc.) execute the above-mentioned logistics routing distribution method according to the embodiment of the present invention.
Compared with the prior art, the invention has the advantages that:
routing information of the packages to be distributed and portal address information obtained by clustering the recipient addresses of the historical packages are calculated based on the recipient addresses and the delivery addresses of the packages to be distributed, so that the routing information and the portal address information of the packages to be distributed are displayed for a delivery person, delivery of the delivery person is facilitated, the delivery person does not need to be familiar with a delivery area, the area learning time of the delivery person is shortened, the region threshold of the delivery person is reduced, and the labor cost is further reduced.
Other embodiments of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the invention and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the invention being indicated by the following claims.
Claims (12)
1. A logistics route distribution method is characterized by comprising the following steps:
calculating the routing information of the package to be distributed according to the receiving address and the sending address of the package to be distributed;
matching and obtaining portal information from a portal information data set according to the recipient addresses of the parcels to be distributed, wherein the portal information data set is obtained by clustering the recipient addresses of the parcels according to historical parcel logistics information; and
and showing the routing information and the door address information of the package to be distributed to the delivery person.
2. The logistics route distribution method of claim 1, wherein the portal information dataset is formed according to the following steps:
acquiring an addressee of the historical parcel logistics information;
dividing each receiving address according to a preset structure, wherein the preset structure comprises a plurality of preset fields;
extracting information of selected fields of each addressee as portal address information;
and clustering the portal address information of each receiving address to obtain a portal address information data set.
3. The logistics route distribution method of claim 2, wherein the selected field is point of interest information and/or road information.
4. The method according to claim 1, wherein each dispatch node associates a corresponding portal information dataset, and the obtaining a portal information from a portal information dataset by matching according to the recipient address of the package to be distributed comprises:
determining a delivery node of the package to be distributed according to the recipient address of the package to be distributed;
acquiring a portal address information data set associated with the dispatch node;
and matching and obtaining portal address information from the portal address information data set according to the recipient address of the package to be distributed.
5. The logistics routing distribution method of claim 1, wherein the obtaining of an address information from an address information dataset by matching according to the recipient address of the package to be distributed comprises:
extracting text characteristics of the recipient address of the package to be distributed;
calculating the similarity between the text characteristics of the recipient address of the package to be distributed and the portal address information in the portal address information data set;
and taking the door address information with the maximum similarity as the door address information of the recipient address of the package to be distributed.
6. The logistics route distribution method of any one of claims 1 to 5, wherein the presenting routing information and portal information of the package to be distributed to the dispatcher comprises:
and printing the routing information and the door address information of the package to be distributed on the electronic bill of the package to be distributed.
7. The logistics route distribution method of any one of claims 1 to 5, wherein the presenting routing information and portal information of the package to be distributed to the dispatcher comprises:
and sending the routing information and the door address information of the package to be distributed to the terminal of the delivery member.
8. The logistics route distribution method of any one of claims 1 to 5, wherein the obtaining of an address information from an address information data set matching according to the recipient address of the package to be distributed further comprises:
packages distributed to the same dispatcher with the same portal information are automatically sorted into the same continuous physical space.
9. The logistics route distribution method of any one of claims 1 to 5, wherein after presenting the routing information and the portal information of the package to be distributed to the dispatcher, the method further comprises:
and providing a path plan among the portal address information for the dispatching personnel according to the portal address information of the parcels to be dispatched by the dispatching personnel.
10. A distribution apparatus of logistics route, characterized by comprising:
the calculation module is configured to calculate the routing information of the package to be distributed according to the receiving address and the sending address of the package to be distributed;
the matching module is configured to obtain portal information from a portal information data set in a matching mode according to the recipient addresses of the parcels to be distributed, and the portal information data set is obtained by clustering the recipient addresses of the parcels according to historical parcel logistics information; and
and the display module is configured to display the routing information and the door address information of the package to be distributed to the dispatcher.
11. An electronic device, characterized in that the electronic device comprises:
a processor;
a memory having stored thereon a computer program that, when executed by the processor, performs:
the logistics route distribution method of any one of claims 1 to 9.
12. A storage medium having a computer program stored thereon, the computer program when executed by a processor performing:
the logistics route distribution method of any one of claims 1 to 9.
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