CN110765226B - Goods owner matching method, device, equipment and medium - Google Patents
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Abstract
The embodiment of the invention discloses a goods owner matching method, a goods owner matching device, goods owner matching equipment and goods owner matching media, and relates to the field of logistics. The method comprises the following steps: determining a similar owner set from owners to be matched according to the delivery information of the owners to be matched; and determining whether the owners in the similar owner set are the same owner or not according to the delivery position information of the owners in the similar owner set. The embodiment of the invention provides a goods owner matching method, a device, equipment and a medium, which realize automatic and accurate determination of the same goods owner.
Description
Technical Field
The embodiment of the invention relates to the field of logistics, in particular to a method, a device, equipment and a medium for matching a owner of goods.
Background
With the development of information technology, the internet + logistics has revolutionized the logistics industry. The driver does not need to squat and keep in a logistics park, and can browse and search cargo information at any time and any place through the platform; the owner of goods not only can publish cargo information more conveniently through the platform, also has bigger space to driver's selection. At the moment, the exposure of goods on the platform is very important for a goods owner, and the faster the delivery and the lower price are meant when a piece of goods is seen by more drivers, so that the piece of goods can be repeatedly issued through a plurality of account numbers, so that a plurality of pieces of goods information of the platform actually point to the same piece of goods, and the feedback rate and the transaction rate of the platform are reduced.
The method for matching the owner of goods in the prior art comprises the following steps: by manually comparing the names of the companies to which the owners belong, if the two owners belong to the same company, the owners are judged to be the same owners.
The above method has the following problems:
(1) The labor is required to compare the company to which the goods owner belongs.
(2) Some companies are distributed in different cities, and the same company name cannot be directly judged as the same owner.
(3) A small number of owners of goods belong to individuals, and the comparison with company names has no meaning.
Disclosure of Invention
The embodiment of the invention provides a goods owner matching method, a device, equipment and a medium, which are used for realizing automatic and accurate determination of the same goods owner.
In a first aspect, an embodiment of the present invention provides a matching method for a shipper, where the method includes:
determining a similar owner set from owners to be matched according to the delivery information of the owners to be matched;
and determining whether the owners in the similar owner set are the same owner or not according to the delivery position information of the owners in the similar owner set.
Further, the determining whether the owners in the similar owner set are the same owner according to the shipping location information of the owners in the similar owner set includes:
converting the delivery location information into a positioning area;
comparing the positioning areas of the owners in the similar owner sets;
and determining whether the owners in the similar owner sets are the same owner or not according to the comparison result.
Further, the converting the delivery location information into a location area includes:
and converting the delivery position information into a character string describing a positioning area based on a GeoHash algorithm.
Further, the determining whether the owners in the similar owner set are the same owner according to the shipping location information of the owners in the similar owner set includes:
and determining whether the owners in the similar owner sets are the same owner or not according to the delivery position information of the owners in the similar owner sets in the same time period.
Further, the determining a similar owner set from the owners to be matched according to the shipping information of the owners to be matched includes:
determining candidate owners from the owners to be matched;
and selecting the owners with similar relations from the candidate owners according to the delivery frequency of the candidate owners to form the similar owner set.
Further, the determining candidate owners from the owners to be matched includes:
and selecting the candidate shipper from the shippers to be matched according to the shipping days and the shipping total amount of the shipper to be matched.
Further, after determining whether the owners in the similar owner sets are the same owner according to the shipping location information of the owners in the similar owner sets, the method further includes:
comparing the company information of at least two goods owners to be matched, which are determined to be the same goods owner;
and determining whether the at least two owners to be matched are the same owner according to the comparison result.
In a second aspect, an embodiment of the present application further provides a owner matching device, where the owner matching device includes:
the set determining module is used for determining a similar owner set from the owners to be matched according to the delivery information of the owners to be matched;
and the identical-owner determining module is used for determining whether the owners in the similar owner sets are the same owner or not according to the delivery position information of the owners in the similar owner sets.
In a third aspect, an embodiment of the present application further provides an apparatus, where the apparatus includes:
one or more processors;
a storage device for storing one or more programs,
when the one or more programs are executed by the one or more processors, the one or more processors are caused to implement the owner matching method as in any of the embodiments.
In a fourth aspect, 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 the owner matching method according to any one of the embodiments of the present application.
According to the method and the device, whether the owners in the similar owner sets are the same owner or not is determined according to the shipping position information of the owners in the similar owner sets, so that the same owner can be automatically determined, and the consumption of human resources is reduced. In addition, the application of the delivery position information can effectively distinguish two shippers with the same company name but different distribution positions, thereby reducing misjudgment of the same shipper, improving the determination accuracy of the same shipper and realizing the judgment of an individual shipper without the company name.
Drawings
Fig. 1 is a flowchart of a matching method for a shipper according to an embodiment of the present invention;
fig. 2 is a flowchart of a matching method for a shipper according to a second embodiment of the present application;
fig. 3 is a schematic structural diagram of a owner matching device provided in the third embodiment of the present application;
fig. 4 is a schematic structural diagram of an apparatus according to a fourth embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not to be construed as limiting the invention. It should be further noted that, for the convenience of description, only some of the structures related to the present invention are shown in the drawings, not all of the structures.
Example one
Fig. 1 is a flowchart of a matching method for a shipper according to an embodiment of the present invention. The embodiment can be applied to the situation that the same owner judgment is carried out on the owners who issue the goods information so as to hide or reduce the sequencing weight on the repeated goods information issued by the same owner. The method may be performed by a owner matching device, which may be implemented in software and/or hardware. Referring to fig. 1, the owner matching method provided in this embodiment includes:
s110, according to the delivery information of the owners to be matched, determining a similar owner set from the owners to be matched.
Wherein, the owner of goods to be matched is the owner of goods to be judged by the same owner of goods.
The owner of the goods refers to the owner of the ownership of the goods, and specifically, the owner of the goods may be an individual or a company.
The shipment information is information for delivering the goods. Specifically, the shipment information may be at least one of the number of shipments in days, the number of shipments, the city of shipments, the frequency of shipments, and the like.
The similar owner set refers to a set formed by owners to be matched with similar relations.
Specifically, according to the delivery information of the owners to be matched, determining a similar owner set from the owners to be matched comprises the following steps:
and determining a similar owner set from the owners to be matched according to the delivery city and the delivery frequency.
Typically, the determining a similar owner set from the owners to be matched according to the shipping information of the owners to be matched includes:
determining candidate owners from the owners to be matched;
and selecting the shippers with similar relations from the candidate shippers according to the shipping frequency of the candidate shippers to form the similar shipper set.
Specifically, the step of determining candidate owners from the owners to be matched comprises the following steps: and taking the owner to be matched as a candidate owner.
Since the owners who issue the information of the duplicated goods are mostly high-activity owners who deliver the duplicated goods at high frequency, the high-activity owners are the main pressing objects of the duplicated goods. Therefore, the determining of the candidate owner from the owners to be matched comprises:
and selecting the candidate owner from the owners to be matched according to the delivery days and the delivery total amount of the owners to be matched.
The delivery days are the days for which the goods are released on the platform in a set time period.
The total shipment is the total number of shipments released on the platform within a set period of time.
The set time period may be set according to actual needs, and specifically may be one month.
The steps can realize the following effects: according to the delivery days and the delivery total amount of the shippers to be matched, a high-activity shipper can be selected from the shippers to be matched to serve as a candidate shipper.
Specifically, selecting the candidate shipper from the shippers to be matched according to the number of delivery days and the total delivery amount of the shipper to be matched includes:
and if the delivery days and the delivery total amount of the to-be-matched owner meet the set conditions, taking the to-be-matched owner as a candidate owner.
S120, determining whether the owners in the similar owner set are the same owner according to the delivery position information of the owners in the similar owner set.
The delivery location information refers to location information of a delivery sent by a shipper, and the information can be acquired from delivery information of the shipper.
The same owner of goods refers to that a large amount of issued goods information actually points to different account numbers of the same ticket goods.
Specifically, determining whether the owners in the similar owner set are the same owner according to the shipping position information of the owners in the similar owner set includes:
comparing the delivery position information of the shippers in the similar shipper set;
and if the comparison result is smaller than the set distance threshold value, determining that the owners in the similar owner set are the same owner.
However, the distance is calculated in a large amount, and to solve the problem, the determining whether the owners in the similar owner set are the same owner according to the shipping location information of the owners in the similar owner set includes:
converting the delivery location information into a positioning area;
comparing the positioning areas of the owners in the similar owner sets;
and determining whether the owners in the similar owner sets are the same owner or not according to the comparison result.
Specifically, the converting the shipping location information into a positioning area includes:
and converting the delivery position information into a character string describing a positioning area based on a GeoHash algorithm.
The GeoHash algorithm has the following characteristics:
(1) A hierarchical spatial data structure, wherein geographic positions are divided by rectangular grids, and geographic codes in the same grid are the same;
(2) Geographical location coordinates of any precision can be represented as long as the code length is sufficiently long;
(3) The longer the code prefix match, the more adjacent the geographic location.
According to the technical scheme of the embodiment of the invention, whether the owners in the similar owner set are the same owner is determined according to the delivery position information of the owners in the similar owner set, so that the same owner is automatically determined, and the consumption of human resources is reduced. In addition, the application of the delivery position information can effectively distinguish two shippers with the same company name but different distribution positions, thereby reducing misjudgment of the same shipper, improving the determination accuracy of the same shipper and realizing the judgment of an individual shipper without the company name.
In order to further improve the accuracy of determining the same owner, the determining, according to the shipping location information of the owners in the similar owner set, whether the owners in the similar owner set are the same owner includes:
and determining whether the shippers in the similar shipper set are the same shipper or not according to the shipping position information of the shippers in the similar shipper set in the same time period.
In order to further improve the accuracy of determining the same owner, after determining whether the owners in the similar owner set are the same owner according to the shipping location information of the owners in the similar owner set, the method further includes:
comparing the information of at least two companies of the same owner to be matched;
and determining whether the at least two owners to be matched are the same owner according to the comparison result.
Specifically, if the company information of at least two goods owners to be matched, which are determined to be the same goods owner, is the same, it is determined that the at least two goods owners to be matched are the same, otherwise, it is determined that the at least two goods owners to be matched are not the same.
Wherein the company information may be a company name.
Example two
Fig. 2 is a flowchart of a matching method for a shipper according to the second embodiment of the present application. The present embodiment is an alternative proposed on the basis of the above-described embodiments. Referring to fig. 2, the owner matching method provided in this embodiment includes:
taking data of all owners in a province for one month, counting the delivery days and the total delivery amount of the owners, filtering out the high-frequency owners with the delivery days larger than or equal to a set day threshold value and the average delivery amount larger than or equal to a set delivery threshold value. Because the main object of suppressing heavy goods should be the high liveness owner of high frequency delivery, to the less low frequency owner of delivery volume, can ignore, following operation all is to the high frequency owner who selects.
And calculating the daily delivery quantity of the high-frequency owners to obtain the delivery frequency of one month of each owner. And calculating cosine similarity of the delivery frequencies of different high-frequency owners, normalizing the cosine similarity, and screening out owners with higher similarity.
Wherein the shipping frequency for a month is a numerical sequence including the number of shipments per day for that month.
Taking an hour as a unit, taking the mean value of the positioning longitude and latitude as the positioning of the time period, and converting the longitude and latitude into a GeoHash character string, namely converting the positioning longitude and latitude into a positioning area.
And calculating the similarity of the positioning areas of the same time period of the owners of goods with higher similarity.
And determining the mean value of the positioning similarity, and determining whether the owners with higher similarity are the same owner according to the mean value of the positioning similarity.
And checking the determined result by utilizing the company name.
According to the technical scheme, the positioning similarity of the owners of the goods is calculated, the similar owners of the same company or different registered accounts of the same owner of the goods are searched, the distance is used as a judgment basis, the problems of different cities of the same company are avoided, and meanwhile, the judgment of the owners of the individual operators and the companies is realized, so that the search is more comprehensive, and a large amount of manpower is also saved.
It should be noted that, based on the technical teaching of the above-mentioned embodiments, a person skilled in the art has the motivation to combine the above-mentioned embodiments to achieve an automatic and accurate determination of the same owner.
EXAMPLE III
Fig. 3 is a schematic structural diagram of a owner matching device according to a third embodiment of the present application. Referring to fig. 3, the owner matching device provided in this embodiment includes: an aggregate determination module 10 and an identical owner determination module 20.
The set determining module 10 is configured to determine a similar owner set from owners to be matched according to shipping information of the owners to be matched;
the identical-owner determining module 20 is configured to determine whether the owners in the similar-owner set are the same owner according to the shipping location information of the owners in the similar-owner set.
According to the technical scheme of the embodiment of the invention, whether the owners in the similar owner set are the same owner is determined according to the delivery position information of the owners in the similar owner set, so that the same owner is automatically determined, and the consumption of human resources is reduced. In addition, the application of the delivery position information can effectively distinguish two shippers with the same company name but different distribution positions, thereby reducing misjudgment of the same shipper, improving the determination accuracy of the same shipper and realizing the judgment of an individual shipper without the company name.
Further, the same owner determination module includes:
an area conversion unit configured to convert the delivery location information into a positioning area;
the area comparison unit is used for comparing the positioning areas of the owners in the similar owner set;
and the same owner determining unit is used for determining whether the owners in the similar owner sets are the same owner or not according to the comparison result.
Further, the region conversion unit is specifically configured to:
and converting the delivery position information into a character string describing a positioning area based on a GeoHash algorithm.
Further, the same owner determination module includes:
and the identical-owner determining unit is used for determining whether the owners in the similar owner sets are the same owner or not according to the delivery position information of the owners in the similar owner sets in the same time period.
Further, the determining a similar owner set from the owners to be matched according to the shipping information of the owners to be matched includes:
determining candidate owners from the owners to be matched;
and selecting the shippers with similar relations from the candidate shippers according to the shipping frequency of the candidate shippers to form the similar shipper set.
Further, a set determination module comprising:
and the set determining unit is used for selecting the candidate owner from the owners to be matched according to the delivery days and the delivery total amount of the owners to be matched.
Further, the apparatus further comprises:
the information comparison module is used for comparing and determining company information of at least two goods owners to be matched, which are determined to be the same goods owner, after determining whether the goods owners in the similar goods owner set are the same goods owner according to the delivery position information of the goods owners in the similar goods owner set;
and the result checking module is used for determining whether the at least two owners to be matched are the same owner according to the comparison result.
The owner matching device provided by the embodiment of the invention can execute the owner matching method provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of the execution method.
Example four
Fig. 4 is a schematic structural diagram of an apparatus according to a fourth embodiment of the present invention. As shown in fig. 4, the apparatus comprises a processor 70, a memory 71, an input device 72 and an output device 73; the number of processors 70 in the device may be one or more, and one processor 70 is taken as an example in fig. 4; the processor 70, the memory 71, the input device 72 and the output device 73 of the apparatus may be connected by a bus or other means, as exemplified by the bus connection in fig. 4.
The memory 71 is used as a computer-readable storage medium for storing software programs, computer-executable programs, and modules, such as program instructions/modules corresponding to the owner matching method in the embodiment of the present invention (for example, the set determination module 10 and the identical owner determination module 20 in the owner matching device). The processor 70 executes various functional applications of the device and data processing by executing software programs, instructions and modules stored in the memory 71, that is, implements the owner matching method described above.
The memory 71 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to the use of the terminal, and the like. Further, the memory 71 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid state storage device. In some examples, the memory 71 may further include memory located remotely from the processor 70, which may be connected to the device over a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The input device 72 may be used to receive entered numeric or character information and to generate key signal inputs relating to user settings and function controls of the apparatus. The output device 73 may include a display device such as a display screen.
EXAMPLE five
An embodiment of the present invention further provides a storage medium containing computer-executable instructions, which when executed by a computer processor, are configured to perform a method for matching owners of goods, the method including:
determining a similar owner set from owners to be matched according to the delivery information of the owners to be matched;
and determining whether the owners in the similar owner set are the same owner or not according to the delivery position information of the owners in the similar owner set.
Of course, the storage medium provided by the embodiment of the present invention contains computer-executable instructions, and the computer-executable instructions are not limited to the operations of the method described above, and may also perform related operations in the owner matching method provided by any embodiment of the present invention.
From the above description of the embodiments, it is obvious for those skilled in the art that the present invention can be implemented by software and necessary general hardware, and certainly, can also be implemented by hardware, but the former is a better embodiment in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which can be stored in a computer-readable storage medium, such as a floppy disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a FLASH Memory (FLASH), a hard disk or an optical disk of a computer, and includes several instructions for enabling a computer device (which may be a personal computer, a server, or a network device) to execute the methods according to the embodiments of the present invention.
It should be noted that, in the embodiment of the owner matching device, the included units and modules are only divided according to the functional logic, but not limited to the above division, as long as the corresponding functions can be realized; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present invention.
It is to be noted that the foregoing description is only exemplary of the invention and that the principles of the technology may be employed. It will be understood by those skilled in the art that the present invention 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 invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims (4)
1. A owner matching method, comprising:
determining a similar owner set from owners to be matched according to the shipping information of the owners to be matched;
determining whether the shippers in the similar shipper set are the same shipper or not according to the shipping position information of the shippers in the similar shipper set;
the determining whether the shippers in the similar shipper set are the same shipper according to the shipping location information of the shippers in the similar shipper set includes:
converting the delivery position information into a positioning area;
comparing the positioning areas of the owners in the similar owner set;
determining whether the owners in the similar owner sets are the same owner or not according to the comparison result;
determining whether the owners in the similar owner sets are the same owner or not according to the delivery position information of the owners in the similar owner sets in the same time period;
the converting the shipping location information into a location area includes:
converting the delivery position information into a character string describing a positioning area based on a GeoHash algorithm;
the step of determining a similar owner set from the owners to be matched according to the shipping information of the owners to be matched comprises the following steps:
determining candidate owners from the owners to be matched;
selecting the shippers with similar relations from the candidate shippers according to the shipping frequency of the candidate shippers to form the similar shipper set;
the step of determining candidate owners from the owners to be matched comprises the following steps:
selecting the candidate shipper from the shipper to be matched according to the shipping days and the shipping total amount of the shipper to be matched;
after determining whether the shippers in the similar shipper set are the same shipper according to the shipping location information of the shippers in the similar shipper set, the method further includes:
comparing the company information of at least two goods owners to be matched, which are determined to be the same goods owner;
and determining whether the at least two owners to be matched are the same owner according to the comparison result.
2. A owner's mating device, comprising:
the set determining module is used for determining a similar owner set from the owners to be matched according to the delivery information of the owners to be matched;
the same owner determining module is used for determining whether the owners in the similar owner sets are the same owner or not according to the delivery position information of the owners in the similar owner sets;
the same owner determining module comprises an area conversion unit, a positioning unit and a sending unit, wherein the area conversion unit is used for converting the delivery position information into a positioning area; the area comparison unit is used for comparing the positioning areas of the owners in the similar owner set; the same owner determining unit is used for determining whether the owners in the similar owner sets are the same owner or not according to the comparison result, and is also used for determining whether the owners in the similar owner sets are the same owner or not according to the delivery position information of the owners in the similar owner sets in the same time period;
the area conversion unit is specifically used for converting the delivery position information into a character string describing a positioning area based on a GeoHash algorithm;
determining a similar owner set from owners to be matched according to the shipping information of the owners to be matched, wherein the determining comprises determining candidate owners from the owners to be matched; selecting owners with similar relations from the candidate owners according to the delivery frequency of the candidate owners to form a similar owner set;
a set determination module comprising:
the set determining unit is used for selecting the candidate owner from the owners to be matched according to the delivery days and the delivery total amount of the owners to be matched;
the device further comprises:
the information comparison module is used for comparing and determining company information of at least two goods owners to be matched, which are determined to be the same goods owner, after determining whether the goods owners in the similar goods owner set are the same goods owner according to the delivery position information of the goods owners in the similar goods owner set;
and the result checking module is used for determining whether the at least two owners to be matched are the same owner according to the comparison result.
3. An electronic device, characterized in that the electronic device comprises:
one or more processors;
a storage device to store one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the owner matching method as claimed in claim 1.
4. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the owner matching method as claimed in claim 1.
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| CN112306615A (en) * | 2020-11-20 | 2021-02-02 | 深圳市欢太科技有限公司 | Interactive method and device based on artificial intelligence, electronic equipment and storage medium |
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| CN108734435A (en) * | 2018-08-14 | 2018-11-02 | 惠龙易通国际物流股份有限公司 | Source of goods automatic auditing method based on big data analysis and system |
| CN109242391A (en) * | 2018-09-19 | 2019-01-18 | 惠龙易通国际物流股份有限公司 | A kind of cargo recognition methods and device |
| CN110310064A (en) * | 2019-06-29 | 2019-10-08 | 江苏满运软件科技有限公司 | A kind of control method, device, storage medium and the electronic equipment of source of goods flow |
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