CN113065825A

CN113065825A - Model generation method, package matching method, model generation device, package matching device, electronic equipment and storage medium

Info

Publication number: CN113065825A
Application number: CN202110378699.5A
Authority: CN
Inventors: 张崇
Original assignee: Beijing Jingdong Zhenshi Information Technology Co Ltd
Current assignee: Beijing Jingdong Zhenshi Information Technology Co Ltd
Priority date: 2021-04-08
Filing date: 2021-04-08
Publication date: 2021-07-02
Anticipated expiration: 2041-04-08
Also published as: CN113065825B

Abstract

The embodiment of the invention discloses a model generation and package matching method, a model generation and package matching device, electronic equipment and a storage medium. The model generation method comprises the following steps: determining the article packaging cost of each packaged article according to the article packaging information of each packaged article acquired from the first database, and determining the article paying cost of each packaged article according to the article paying information of each packaged article acquired from the second database; aiming at target packaged articles belonging to the same stock unit in all packaged articles, carrying out numerical comparison on article packaging cost and article paying cost of each target packaged article, and adjusting the type of packaging consumables, which are stored in a third database and currently matched with the stock unit, according to the numerical comparison result; and generating a packaging matching model according to the matching relation between each adjusted stock quantity unit and each packaging consumable type stored in the third database. According to the technical scheme of the embodiment of the invention, the package matching model is generated.

Description

Model generation method, package matching method, model generation device, package matching device, electronic equipment and storage medium

Technical Field

The embodiment of the invention relates to the field of warehouse logistics, in particular to a model generation and package matching method and device, electronic equipment and a storage medium.

Background

In logistics transportation, in order to ensure that an article to be acquired in an article acquisition task can be perfectly transported to the hand of an article acquisition party, the article belonging party usually packages the article to be acquired.

The current article packaging scheme mainly obtains matching relations (such as consumer articles, bags, small household appliances, boxes and the like) between each article type and each packaging consumable type which are configured manually, selects a target consumable type matched with the article to be obtained from various packaging consumable types by combining the article type of the article to be obtained, and then packages the article to be obtained based on the packaging consumable corresponding to the target consumable type.

In the process of implementing the invention, the inventor finds that the following technical problems exist in the prior art: the existing matching relationship is configured once according to the existing experience of related personnel, and the problem that the cost related to the packaging of the goods is too high due to the fact that the latest logistics transportation situation cannot be adapted can occur.

Disclosure of Invention

The embodiment of the invention provides a model generation method, a package matching method, a model generation device, a package matching device, electronic equipment and a storage medium, and aims to generate an effect of a package matching model which can ensure that the cost related to article packaging is low.

In a first aspect, an embodiment of the present invention provides a model generation method, which may include:

determining an item packaging cost of each packaged item according to the item packaging information of each packaged item acquired from the first database, and determining an item paying cost of each packaged item according to the item paying information of each packaged item acquired from the second database, wherein the item paying cost comprises a cost paid due to package breakage of the packaged item;

aiming at target packaged articles belonging to the same stock unit in all packaged articles, carrying out numerical comparison on article packaging cost and article paying cost of each target packaged article, and adjusting the type of packaging consumables, which are stored in a third database and currently matched with the stock unit, according to the numerical comparison result;

and generating a packaging matching model according to the matching relation between each adjusted stock quantity unit and each packaging consumable type stored in the third database.

In a second aspect, an embodiment of the present invention further provides a package matching method, which may include:

acquiring an article to be packaged and a packaging matching model generated according to the model generation method provided by any embodiment of the invention, and inputting stock units of the article to be packaged into the packaging matching model;

and determining a target consumable type matched with the to-be-packaged article from each packaging consumable type according to the output result of the packaging matching model.

In a third aspect, an embodiment of the present invention further provides a model generation apparatus, which may include:

the cost determination module is used for determining the article packaging cost of each packaged article according to the article packaging information of each packaged article acquired from the first database, and determining the article paying cost of each packaged article according to the article paying information of each packaged article acquired from the second database, wherein the article paying cost comprises the cost paid because the packaged article is damaged and packed;

the packaging adjusting module is used for comparing the object packaging cost and the object claim cost of each object packaged object according to the object packaged objects belonging to the same stock unit in each packaged object, and adjusting the type of the packaging consumables, which is stored in the third database and is currently matched with the stock unit, according to the value comparison result;

and the model generation module is used for generating a packaging matching model according to the matching relation between each adjusted stock quantity unit and each packaging consumable type stored in the third database.

In a fourth aspect, an embodiment of the present invention further provides a package matching apparatus, which may include:

the model application module is used for acquiring an article to be packaged and a packaging matching model generated according to the model generation method provided by any embodiment of the invention, and inputting stock units of the article to be packaged into the packaging matching model;

and the packaging matching module is used for determining the target consumable type matched with the article to be packaged from each packaging consumable type according to the output result of the packaging matching model.

In a fifth aspect, an embodiment of the present invention further provides an electronic device, which may include:

one or more processors;

a memory for storing one or more programs;

when executed by one or more processors, cause the one or more processors to implement the model generation method or the package matching method provided by any of the embodiments of the present invention.

In a sixth aspect, the present invention 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 model generation method or the package matching method provided in any embodiment of the present invention.

According to the technical scheme of the embodiment of the invention, the article packaging cost of each packaged article can be determined through the article packaging information of each packaged article acquired from the first database, and the article paying cost of each packaged article can be determined according to the article paying information of each packaged article acquired from the second database, wherein the article paying cost can be understood as the cost required to be paid due to package damage of the packaged article, so that the article packaging cost and the article paying cost of the target packaged article belonging to the same stock unit in each packaged article can be obtained; furthermore, according to the numerical comparison result obtained after the item packaging cost and the item paying cost of each target packaging item are numerically compared, whether the type of the packaging consumable currently matched with each target packaging item brings higher cost related to the packaging of the item can be determined, i.e. whether the type of packaging consumable currently matching the stock level unit of the respective target packaged item would incur a higher cost in connection with the packaging of the item, therefore, the type of the packaging consumables, which is stored in the third database and is currently matched with the stock quantity unit, can be adjusted according to the numerical comparison result between the article packaging cost and the article paying cost of each target packaging article, so that the matching relationship between each stock quantity unit and each packaging consumable type after adjustment, which is stored in the third database, is obtained, and the adjusted matching relationship can effectively ensure lower cost related to article packaging; and generating a packaging matching model according to the matching relation between each stock quantity unit and each packaging consumable type after adjustment stored in the third database, so that the packaging matching model is helpful for matching a proper packaging consumable type for the to-be-packaged article with a packaging requirement subsequently. According to the technical scheme, the effect of generating the packaging matching model which can ensure that the cost related to the packaging of the articles is low is achieved.

Drawings

FIG. 1 is a flow chart of a model generation method according to a first embodiment of the present invention;

FIG. 2 is a flow chart of a model generation method according to a second embodiment of the present invention;

FIG. 3 is a flow chart of a model generation method in a third embodiment of the present invention;

FIG. 4 is a schematic diagram of an alternative example of a model generation method in a third embodiment of the present invention;

FIG. 5 is a flow chart of a package matching method in a fourth embodiment of the present invention;

fig. 6 is a block diagram of a model generation apparatus according to a fifth embodiment of the present invention;

fig. 7 is a block diagram showing a configuration of a package matching apparatus according to a sixth embodiment of the present invention;

fig. 8 is a schematic structural diagram of an electronic device in a seventh 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 limiting of 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.

Before the embodiment of the present invention is described, an application scenario of the embodiment of the present invention is exemplarily described: the types of consumable packaging materials in the e-commerce logistics of Business-to-Customer (Business-to-Customer, B2C) mainly include boxes, bags, bubble films (i.e., fillings), and combinations of at least two of them, and the current packaging matching method of B2C has the following problems:

1. the continuous dynamic optimization of the matching relationship without combining the latest logistics transportation situation leads to the problems that the article packaging cost of some articles is always higher, the article payment cost of some articles is high (namely, the protection effect after the articles are packaged is poor), and the like, and further leads to the problem that the cost related to the article packaging is higher. The logistics transportation situation described above may be that some transportation carriers, transportation lines, transportation seasons, etc. are prone to package breakage, while some transportation carriers, transportation lines, transportation seasons, etc. are not prone to package breakage, and is not limited herein.

2. The matching relationship between each article type and each packaging consumable type is a basic data relationship which needs to be preposed, and a large amount of cost needs to be invested for initial information configuration and later maintenance, so that the implementation cost is high.

3. When the matching relationship is optimized, a feedback link of feeding back package damage through the client-a salesperson receives order bad comments-a package manager receives feedback of the salesperson-and updating the matching relationship is generally needed, the time efficiency is long, and the current increasingly improved experience requirements of the client cannot be met.

Example one

Fig. 1 is a flowchart of a model generation method according to a first embodiment of the present invention. The present embodiment may be applied to the case of generating a package matching model that can guarantee a low cost associated with the packaging of the article. The method may be performed by a model generation apparatus provided in an embodiment of the present invention, where the model generation apparatus may be implemented by software and/or hardware, and the apparatus may be integrated on an electronic device, and the electronic device may be various user terminals or servers.

Referring to fig. 1, the method of the embodiment of the present invention specifically includes the following steps:

and S110, determining the article packaging cost of each packaged article according to the article packaging information of each packaged article acquired from the first database, and determining the article paying cost of each packaged article according to the article paying information of each packaged article acquired from the second database, wherein the article paying cost comprises the cost paid because the packaged article is damaged and damaged.

Wherein the packaged article may be an already packaged article, this article packaging process may be understood as secondary packaging in B2C for the article to be obtained in the article obtaining task. The item packing information of the packed item may be information stored in the first database that is associated with the packed item in the packing process, such as a type of consumable of a consumable used for packing the packed item, a consumable number, and the like. The article packaging cost may be a cost previously paid for packaging the packaged article, such as a cost of a packaging consumable, which may be a consumable employed in packaging the packaged article, a cost of an article packaging object, which may be an object of performing an article packaging process, and the like. The determining process of the article packaging cost has multiple implementation manners, for example, an article obtaining record may be generated when an article obtaining task is executed, and the article obtaining record may store multiple information, such as Stock Keeping Unit (SKU) of a packaged article, transportation line information including a shipping address and a receiving address, transportation carrier information of a carrier responsible for transporting the packaged article, article packaging information, and the like, because packaging consumables corresponding to different article packaging information have respective costs, the article packaging information may be obtained from the article obtaining record, and the article packaging cost is determined according to the article packaging information, optionally, the article packaging cost corresponding to each article packaging information may be preconfigured; of course, the article packaging cost can also be determined in other ways, and is not specifically limited herein.

The item claim information for the packaged item may be information stored in the second database relating to claims that may be made due to a package failure of the packaged item, such as SKU of the packaged item, quantity of items, value attribute value, item claim cost, and the like. The article payout cost may be a payout cost due to a package breakage of the packaged article, such as a payout cost due to a package breakage of the packaged article during the logistics transportation to the article acquirer, a payout cost due to a package breakage of the packaged article during the article packaging to the article repackage, and the like. The process of determining the claim price of the item has a plurality of implementation manners, for example, if the item acquirer finds that the packaged item is damaged after acquiring the packaged item, the acquirer can apply for a claim to the item owner, and the above process can generate an item claim information that is paid due to the damaged package, so that the item claim price can be directly acquired from the item claim information, or the item claim price can be calculated according to the quantity of the item and the value attribute directly acquired from the item claim information; of course, the item payment cost can also be determined in other ways, and is not specifically limited herein.

It should be noted that, in connection with an application scenario that may be involved in the embodiment of the present invention, for example, the various costs may be understood as cost, amount, time, labor force, and the like, and are not specifically limited herein.

And S120, aiming at the target packaged articles belonging to the same stock unit in the packaged articles, performing numerical comparison on the article packaging cost and the article claim payment cost of each target packaged article, and adjusting the type of the packaging consumables, which is stored in the third database and is currently matched with the stock unit, according to the numerical comparison result.

The SKUs may be identification information of packaged items, some of the packaged items have the same SKU, and some of the packaged items have different SKUs, so that the target packaged items belonging to the same SKU can be determined from all the packaged items, that is, the target packaged items are packaged items with the same SKU in each packaged item, and the number of the target packaged items corresponding to the same SKU may be one, two or more.

Since the item package cost and item claim cost for all packaged items have been determined, the item package cost and item claim cost for each target packaged item having the same SKU have also been determined. Furthermore, the item packaging cost and the item paying cost of each target packaging item may be compared numerically, and it may be determined whether the type of the packaging consumable currently used by the target packaging item under the SKU is suitable or whether the type of the packaging consumable currently used by the target packaging item under the SKU is relatively expensive related to the item packaging according to the numerical comparison result. Therefore, the type of packaging consumable currently matching the SKU stored in the third database can be adjusted according to the value comparison result, and the adjustment can be aimed at reducing the price related to the packaging of the item under the SKU, and the price can be the comprehensive expression of the cost of packaging the item and the cost of paying for the item. It should be noted that, when the number of SKUs is at least two, the type of consumable packaging currently matched with each SKU can be adjusted based on the present step.

In combination with application scenarios that may be involved in the embodiments of the present invention, for example, the adjustment process of the type of the packaging consumable may be understood as follows: the currently matched packaging consumable type is adjusted to be a packaging consumable type with higher packaging firmness (namely packaging upgrade), so that the article payment cost is reduced; the currently matched packaging consumable type is adjusted to a packaging consumable type with lower packaging firmness (namely packaging degradation), so that the article packaging cost is reduced; the currently matched type of the packaging consumable is adjusted to the type of the packaging consumable with consistent packaging firmness (namely packaging maintenance), at the moment, the types of the packaging consumable before and after adjustment can be the same or different, and the same can be considered as the condition that the adjustment amplitude is 0; etc., and are not specifically limited herein.

In addition, for the three databases of the first database, the second database and the third database set forth above, they may be the same or different sub-databases in the same database, two of them are the same database and are not the same database as another database, the three are respectively different databases, and so on, and are not limited specifically herein; moreover, when the first database and the second database are the same sub-database in the same database, the item packing information and the item claim information may be different fields in the same information record from the sub-database, different information records, or the like, and are not limited in detail herein.

And S130, generating a packaging matching model according to the matching relation between each adjusted stock quantity unit and each packaging consumable type stored in the third database.

The adjusted matching relationships between the SKUs and the packaging consumable types can be obtained in the third database through the above steps, for example, the matching relationships before adjustment are SKU 1-packaging consumable type 1, SKU 2-packaging consumable type 2, SKU 3-packaging consumable type 3 and SKU 4-packaging consumable type 4, the packaging consumable type 1 matched with SKU1 is adjusted to packaging consumable type 2, the packaging consumable type 2 matched with SKU2 is adjusted to packaging consumable type 1, the packaging consumable type 3 matched with SKU3 is maintained, and the packaging consumable type 4 matched with SKU4 is adjusted to packaging consumable type 3, so that the adjusted matching relationships can be SKU 1-packaging consumable type 2, SKU 2-packaging consumable type 1, SKU 3-packaging consumable type 3 and SKU 4-packaging consumable type 3. And generating a package matching model according to the adjusted matching relationship, namely storing the adjusted matching relationship in the package matching model.

The technical scheme solves the problems of higher cost, higher implementation cost and longer optimized time-efficiency related to the packaging of the articles, which are explained in the exemplary description, and has the following advantages:

1. the type of the packaging consumables under each SKU is continuously and dynamically adjusted in response to the national green packaging call, and the multidirectional adjustment mode (such as upgrading, degrading and maintaining) effectively reduces the cost related to the packaging of the articles, avoids the situation of packaging waste caused by upgrading of a package, and reduces the packaging damage rate.

2. The matching relation in the embodiment of the invention is automatically updated and does not need artificial cultivation, so that the initial configuration cost is reduced, and the implementation cost is remarkably reduced without establishing the matching relation between the article type and the packaging consumable type in advance.

3. The type of the packaging consumables is adjusted in time based on the dynamic change of the article packaging cost and the article paying cost, the updating timeliness of the matching relation is shortened, and the current increasingly improved experience requirements of clients can be met.

On this basis, an optional technical solution is that before determining the article packaging cost of each packaged article, the model generation method may further include: obtaining packaging satisfaction of each packaged item, wherein the packaging satisfaction comprises satisfaction of packaging quality of the packaged item determined by customer complaint rate and/or customer service line rate; and screening the packaged articles with the adjustment requirements on the types of the packaging consumables from the packaged articles according to the packaging satisfaction degrees, and updating the packaged articles according to the screening result.

In order to adjust the type of the packaging consumables of the packaged articles with lower packaging satisfaction more specifically, the packaging satisfaction of each packaged article can be obtained respectively, the packaging satisfaction can present the satisfaction of the packaging quality of the packaged articles, and can be determined by a customer complaint rate and/or a customer service line rate, wherein the customer complaint rate can be the probability of a customer complaint about the packaging quality of the packaged articles, and the customer service line rate can be the probability of customer service access for solving the complaint of the customer about the packaging quality of the packaged articles. Furthermore, packaged articles with adjustment requirements on the type of packaging consumables are screened out from packaged articles according to the packaging satisfaction of each packaged article, for example, the packaged articles with the packaging satisfaction lower than a preset satisfaction threshold are sorted, the packaging satisfaction of each packaged article is sorted, the sorting from small to large is taken as an example, the packaged articles sorted in the top preset percentage and the like are taken as the packaged articles with adjustment requirements on the type of packaging consumables, and the adjustment mode of the type of the packaging consumables of the packaged articles can be packaging upgrading; if packaged articles with packaging satisfaction higher than a preset satisfaction threshold, packaged articles ranked at a later preset percentage and the like are taken as packaged articles with adjustment requirements on packaging consumable types, the adjustment mode of the packaging consumable types of the packaged articles can be packaging degradation; and the like. Finally, the packaged articles for which the adjustment requirement exists for the type of packaging consumable are updated to all packaged articles, i.e. only the packaged articles for which the adjustment requirement exists for the type of packaging consumable are reserved, thereby simultaneously ensuring lower cost related to object packaging and higher overall packaging satisfaction.

Example two

Fig. 2 is a flowchart of a model generation method provided in the second embodiment of the present invention. The present embodiment is optimized based on the above technical solutions. In this embodiment, optionally, the numerically comparing the item packing cost and the item loss cost of each target packed item, and adjusting the type of the packaging consumables, which is currently matched with the stock quantity unit and stored in the third database according to the numerical comparison result may include: determining unit packing cost of the stock unit according to the article packing cost of each target packed article, and determining unit paying cost of the stock unit according to the article paying cost of each target packed article; and comparing the unit packaging cost with the unit paying cost, and adjusting the type of the packaging consumables, which is stored in the third database and is currently matched with the stock unit, according to the value comparison result. The same or corresponding terms as those in the above embodiments are not explained in detail herein.

Referring to fig. 2, the method of the present embodiment may specifically include the following steps:

s210, determining the article packaging cost of each packaged article according to the article packaging information of each packaged article acquired from the first database, and determining the article paying cost of each packaged article according to the article paying information of each packaged article acquired from the second database, wherein the article paying cost comprises the cost paid because the packaged article is damaged and damaged.

S220, aiming at target packaged articles belonging to the same stock quantity unit in all packaged articles, determining unit packaging cost of the stock quantity unit according to the article packaging cost of each target packaged article, and determining unit paying cost of the stock quantity unit according to the article paying cost of each target packaged article.

The unit packaging cost may be a cost corresponding to the item packaging cost calculated based on the SKU, which may be a sum, an average, and the like of the item packaging costs of the target packaged items; the unit payout cost may be a cost corresponding to an item payout cost calculated based on the SKU, which may be a sum, average, or the like of the item payout costs of the respective target packaged items.

And S230, carrying out numerical comparison on the unit packaging cost and the unit paying cost, and adjusting the type of the packaging consumables, which is stored in the third database and is currently matched with the stock unit, according to the numerical comparison result.

The unit packaging cost and the unit paying cost are calculated results obtained by taking the SKU as a reference, so that the numerical relationship between the unit packaging cost and the unit paying cost can show whether the type of the packaging consumable currently matched with the SKU brings higher cost related to article packaging, and the type of the packaging consumable currently matched with the SKU can be adjusted according to the numerical comparison result between the unit packaging cost and the unit paying cost.

And S240, generating a packaging matching model according to the matching relation between each adjusted stock quantity unit and each packaging consumable type stored in the third database.

According to the technical scheme of the embodiment of the invention, the unit packing cost calculated by taking the stock unit as the reference is obtained according to the article packing cost of each target packed article, and the unit paying cost calculated by taking the stock unit as the reference is obtained according to the article paying cost of each target packed article; further, the numerical relationship between the unit packaging cost and the unit paying cost can show whether the packaging consumable type currently matched with the stock unit brings higher cost related to article packaging or not, so that the packaging consumable type currently matched with the stock unit can be adjusted according to the numerical comparison result between the unit packaging cost and the unit paying cost, and the effect of accurately adjusting the packaging consumable type in the stock unit is achieved.

On this basis, an optional technical solution, different types of packaging consumables correspond to different packaging firmness degrees, and the type of the packaging consumable currently matched with the stock quantity unit stored in the third database is adjusted according to the numerical comparison result, which may include: acquiring the type of the packaging consumable matched with the stock unit at present; if the numerical comparison result comprises that the unit packaging cost is less than the unit paying cost, the type of the packaging consumable stored in the third database is adjusted to be the type of the packaging consumable with higher packaging firmness; and/or if the numerical comparison result comprises that the unit packaging cost is greater than the unit paying cost, adjusting the type of the packaging consumable stored in the third database into the type of the packaging consumable with lower packaging firmness; and/or if the numerical comparison result comprises that the unit packaging cost is equal to the unit paying cost, adjusting the type of the packaging consumables stored in the third database to the type of the packaging consumables with consistent packaging firmness. Wherein, the packing consumables under each packing consumables type all have respective packing firmness degree, therefore the adjustment of packing consumables type can be understood as the adjustment of packing firmness degree. It should be noted that although a higher degree of firmness of the package means a better quality of the package, unnecessarily firm packaging also leads to an unnecessarily increased cost of packaging the article. Therefore, the unit packaging cost and the unit paying cost can be compared, when the unit packaging cost is smaller than the unit paying cost, the packaging firmness degree is insufficient, and the packaging damage probability is too high, so that the type of the packaging consumable matched currently can be adjusted to be the type of the packaging consumable with higher packaging firmness degree, and the item paying cost is remarkably reduced by properly increasing the item packaging cost; when the unit packing cost is greater than the unit paying cost, the unit packing cost shows that the packing firmness is over-sufficient and the packing damage probability is lower, so that the type of the packing consumable matched currently can be adjusted to be the type of the packing consumable with lower packing firmness, and the article packing cost is obviously reduced by properly increasing the article paying cost; when unit packing cost equals unit reimbursement cost, this shows that the firm degree of packing at this moment is just, and the damaged probability of packing is just, consequently can adjust the packaging consumables type that matches at present for the packaging consumables type that the firm degree of packing is unanimous, need not to adjust the packaging consumables type that matches at present promptly. Above-mentioned technical scheme, respectively with the corresponding packing consumables type of the firm degree of packing of the current adjustment of the packing consumables type that matches under the different situation, reached the effect of the accurate adjustment of packing consumables type from this.

EXAMPLE III

Fig. 3 is a flowchart of a model generation method provided in the third embodiment of the present invention. The present embodiment is optimized based on the above technical solutions. In this embodiment, optionally, the model generating method may further include: acquiring article transportation information of each packaged article, wherein the article transportation information comprises at least one of transportation carrier information, transportation route information and transportation season information, and the transportation season information comprises transportation off-season information and/or transportation on-season information; the method includes that for target packaged articles belonging to the same stock unit in each packaged article, numerical comparison is performed on article packaging cost and article paying cost of each target packaged article, and the type of packaging consumables, which are stored in a third database and currently matched with the stock unit, is adjusted according to a numerical comparison result, and may include: aiming at target packaged articles belonging to the same stock unit and the same article transportation information in all packaged articles, carrying out numerical comparison on article packaging cost and article claim payment cost of each target packaged article, and adjusting the type of packaging consumables, which are stored in a third database and currently matched with an article transportation combination comprising the stock unit and the article transportation information, according to the numerical comparison result; generating a package matching model according to the matching relationship between each adjusted stock quantity unit and each package consumable type stored in the third database, may include: and generating a packaging matching model according to the matching relation among the adjusted stock quantity units, the adjusted article transportation information and the types of the packaging consumables stored in the third database. Explanations of the same or corresponding terms as those of the above embodiments are omitted.

Referring to fig. 3, the method of this embodiment may specifically include the following steps:

s310, acquiring article transportation information of each packaged article, determining an article packaging cost of each packaged article according to the article packaging information of each packaged article acquired from the first database, and determining an article payment cost of each packaged article according to the article payment information of each packaged article acquired from the second database, wherein the article transportation information comprises at least one of transportation carrier information, transportation route information and transportation season information, the transportation season information comprises transportation off-season information and/or transportation on-season information, and the article payment cost comprises a cost paid because the packaged article is damaged.

Wherein, the article transportation information may be information related to the packaged article in the logistics transportation process, such as transportation carrier information, transportation route information, transportation season information, etc., and the transportation carrier information may be information of a carrier responsible for transporting the packaged article; the transport line information may be information of a transport line of the packaged item, which may be determined based on the shipping address and the receiving address; the transportation season information may be information of a transportation season of the packaged item, such as transportation off-season information, transportation on-season information, and the like, wherein the transportation on-season information may be double 11, 618, and the like, and the transportation off-season information may be spring festival, and the like. The reason for considering the article transportation information is that the packaged article is easily damaged in some article transportation information, for example, the package is easily damaged in low-standard operations of some carriers, transregional transportation with more complicated operation flow (such as multiple article loading and unloading, long transportation time), high-intensity operations in heavy transportation seasons, and the like; accordingly, the packaged articles are not easy to be packaged and damaged under the transportation information of some articles, and the packaged articles are not easy to be damaged by high-standard operation of some carriers, in-city transportation with simple operation flow, low-intensity operation in transportation off-season and the like.

S320, aiming at the target packaged articles which belong to the same stock unit and the same article transportation information in the packaged articles, carrying out numerical comparison on article packaging cost and article claim cost of each target packaged article, and adjusting the type of the packaging consumable currently matched with the article transportation combination comprising the stock unit and the article transportation information, which is stored in the third database according to the numerical comparison result.

In order to further improve the accuracy of adjusting the type of the packaging consumable, packaged articles belonging to the same SKU and belonging to the same article transportation information in each packaged article may be used as target packaged articles, for example, packaged articles belonging to the same SKU, the same transportation carrier information, the same transportation route information, and the same transportation season information may be used as target packaged articles. The item transportation combination can be an information combination comprising a certain SKU and certain item transportation information, and the type of the packaging consumable currently matched with the item transportation combination stored in the third database can be adjusted according to the numerical comparison result between the item packaging cost and the item paying cost under the SKU and the item transportation information, so that the matching relationship among the SKUs, the item transportation information and the types of the packaging consumables is obtained, and the cost related to the item packaging is further reduced through the more refined matching relationship.

S330, generating a packaging matching model according to the matching relation among the adjusted stock quantity units, the adjusted article transportation information and the packaging consumable types stored in the third database.

According to the technical scheme of the embodiment of the invention, after the article transportation information of each packaged article is obtained, the target packaged article which belongs to the same stock unit and belongs to the same article transportation information can be determined from each packaged article, and the type of the packaging consumable material which is stored in the third database and is currently matched with the article transportation combination comprising the stock unit and the article transportation information is adjusted according to the numerical comparison result between the article packaging cost and the article paying cost of each target packaged article, so that the matching relationship among the stock units, the article transportation information and the types of the packaging consumable materials is obtained, and the cost related to article packaging is further reduced by the more refined matching relationship.

In order to better understand the specific implementation process of the above steps, the model generation method of each embodiment is exemplarily described below with reference to specific examples. Taking the goods and costs of e-commerce shopping as an example, as shown in figure 4,

step 1, acquiring a commodity number (namely SKU of the commodity), a line number (namely transportation line information), a carrier number (for example, transportation carrier information) and a consumable number (namely the number of the type of the packaging consumable) in the sales order information.

When a user purchases a good at the e-commerce platform, a sales order record (such as the item acquisition record set forth above) may be generated that includes the product number, the shipping address-receiving address line number for the order, the carrier number for the carrier carrying the order, and the consumable number for the packaging consumable actually used. The above information may be stored in an order data table, from which it is retrieved when needed.

And 2, obtaining package damage evaluation information.

After the user signs the order, the user can make a claim for the commodity with damaged package, and the claim information of the commodity with the damaged package resulting in the claim is generated, wherein the claim information includes the commodity number, the commodity quantity, the commodity unit price and the claim amount, and the claim amount can be calculated according to the commodity quantity and the commodity unit price.

And 3, acquiring packaging consumable information which can comprise a consumable number, packaging firmness, a packaging consumable type and packaging cost/consumable cost (namely article packaging cost).

When E-commerce storehouse management packing consumptive material, can register the packing consumptive material, generate packing consumptive material information, it can be maintained by packing group's personnel, as shown in Table 1:

TABLE 1 packaging consumables information

Consumable numbering	Type of packaging consumable	Cost of consumables	Degree of package firmness
				BZ001	Original package (without secondary package)	0.0	0
BZ002	Common bag	0.5	1
				BZ003	Reinforced bag	2.5	2
BZ004	Common cardboard box (three-layer corrugated paper)	4.5	3
				BZ005	Common carton and bubble bag	6.5	4
BZ006	Reinforced cardboard box (five-layer corrugated paper)	8.5	5
				BZ007	Reinforced carton and bubble bag	10.5	6

And 4, calculating the paying amount (namely the item paying cost) and the packing cost (namely the item packing cost) of each order according to the three steps.

After obtaining the sales order information in step 1, the package breakage evaluation information in step 2, and the packaging consumable information in step 3, the amount of claims and the packaging cost for each order can be obtained, as shown in table 2:

table 2 dividend amount and packaging cost

Step 5, summarizing all the payment amounts and the packaging costs by taking the four dimensions of the commodity number, the line number, the carrier number and the consumable part number as the reference to obtain the total payment amount M1 and the total packaging cost M2 of a certain commodity using a certain packaging consumable part under a specific transportation line and a specific carrier, as shown in Table 3:

TABLE 3 Total claims and Total packaging costs

Commodity numbering device	Line numbering	Carrier number	Total payout amount M1	Total package cost M2
					SKU0001	XL0001	CYS0001	9.0	1.0
SKU0001	XL0002	CYS0001	5.0	5.0
					SKU0001	XL0002	CYS0002	1.0	9.0

Step 6, judging the sizes of M1 and M2, and when M1 is larger than M2, upgrading the package according to the package firmness; when M1 is less than M2, package degradation is in terms of package firmness, as shown in table 4:

TABLE 4 cost determination

Commodity numbering device	Line numbering	Carrier number	M1	M2	Cost determination
						SKU0001	XL0001	CYS0001	9.0	1.0	M1>M2, package upgrade
SKU0001	XL0002	CYS0001	5.0	5.0	M1 ═ M2, with unchanged package
						SKU0001	XL0002	CYS0002	1.0	9.0	M1<M2, Package degradation

And 7, storing the adjustment result according to the commodity number, the line number, the carrier number and the adjusted consumable part number to obtain a package matching model, wherein the 7 steps can be periodically executed every day according to a table 5.

TABLE 5 New matching relationships

Example four

Fig. 5 is a flowchart of a package matching method provided in the fourth embodiment of the present invention. The embodiment can be applied to the condition that the proper target consumable type is matched for the to-be-packaged article from each packaging consumable type based on the packaging matching model generated in advance. The method can be executed by the package matching device provided by the embodiment of the invention, the device can be realized by software and/or hardware, the device can be integrated on electronic equipment, and the electronic equipment can be various user terminals or servers.

Referring to fig. 5, the method of the embodiment of the present invention specifically includes the following steps:

s410, acquiring an article to be packaged and a package matching model generated according to the model generation method provided by any embodiment of the invention, and inputting stock quantity units of the article to be packaged into the package matching model.

The item to be packaged may be an item with a packaging requirement, the packaging matching model may be a model for matching types of packaging consumables generated according to the model generation method provided in any of the above embodiments, and the packaging matching model records what type of packaging consumables the item to be packaged under what type of SKU is suitable for, so that the SKU of the item to be packaged may be input into the packaging matching model. In practical applications, optionally, if the generation process of the package matching model also involves the item transportation information, the SKU of the item to be packaged and the item transportation information may be input into the package matching model together.

And S420, according to the output result of the package matching model, determining the target consumable type matched with the to-be-packaged article from each package consumable type.

Wherein, the target consumptive material type can be the packaging consumptive material type that matches with waiting to pack article that determines from each packaging consumptive material type according to the output result of packing matching model, and the packaging consumptive material that corresponds with the target consumptive material type promptly can be the packaging consumptive material that is suitable for packing waiting to pack article. On this basis, optionally, after determining the target consumable type that matches with the article to be packaged from each packaging consumable type, can also send the target consumable type to the article packaging object that should treat that the article to be packaged carries out the packing, this article packaging object can be the true man, the robot that can carry out article packing, for example send the target consumable type for packing personnel's terminal equipment on, guaranteed the effect of waiting the smooth packing of article to be packaged from this.

According to the technical scheme of the embodiment of the invention, the obtained stock quantity unit of the to-be-packaged article is input into the obtained packaging matching model, and the target consumable type matched with the to-be-packaged article is determined from each packaging consumable type according to the output result of the packaging matching model. According to the technical scheme, the effect of matching out a proper target consumable type for the to-be-packaged article from each packaging consumable type is achieved.

In order to better understand the specific implementation process of the above steps, the exemplary description in the third embodiment is taken as an example, and the package matching method of the present embodiment is exemplarily described.

Step 8, when a new order executes the packaging operation, matching the packaging matching model in step 7 based on the commodity number, the line number and the carrier number of the new order, and matching the consumable model, as shown in table 6:

TABLE 6 matching of consumable models

Order numbering	Commodity numbering device	Line numbering	Carrier number	Matched consumable model
					SO100011	SKU0001	XL0001	CYS0001	BZ0003
SO100012	SKU0001	XL0002	CYS0001	BZ0003
					SO100013	SKU0001	XL0002	CYS0002	BZ0003

EXAMPLE five

Fig. 6 is a block diagram of a model generation apparatus according to a fifth embodiment of the present invention, which is configured to execute the model generation method according to any of the embodiments described above. The device and the model generating method of each embodiment belong to the same inventive concept, and details which are not described in detail in the embodiment of the model generating device can refer to the embodiment of the model generating method. Referring to fig. 6, the apparatus may specifically include: a cost determination module 510, a wrapping adjustment module 520, and a model generation module 530.

The cost determining module 510 is configured to determine an item packaging cost of each packaged item according to the item packaging information of each packaged item acquired from the first database, and determine an item claim cost of each packaged item according to the item claim information of each packaged item acquired from the second database, where the item claim cost includes a cost paid for because the packaged item is damaged;

a packaging adjustment module 520, configured to perform numerical comparison on the item packaging cost and the item claim cost of each target packaged item for target packaged items belonging to the same stock unit in each packaged item, and adjust the type of packaging consumables, stored in the third database, currently matched with the stock unit according to the numerical comparison result;

and a model generating module 530, configured to generate a package matching model according to the matching relationship between each adjusted stock quantity unit and each package consumable type stored in the third database.

Optionally, the package adjusting module 520 may specifically include:

the cost determination unit is used for determining unit packing cost of the stock unit according to the article packing cost of each target packed article and determining unit paying cost of the stock unit according to the article paying cost of each target packed article;

and the packaging adjusting unit is used for comparing the unit packaging cost with the unit paying cost and adjusting the type of the packaging consumable currently matched with the stock unit and stored in the third database according to the value comparison result.

Optionally, different packaging consumable types correspond to different packaging firmness degrees, and the packaging adjusting unit can be specifically used for:

acquiring the type of the packaging consumable matched with the stock unit at present;

if the numerical comparison result comprises that the unit packaging cost is less than the unit paying cost, the type of the packaging consumable stored in the third database is adjusted to be the type of the packaging consumable with higher packaging firmness; and/or the presence of a gas in the gas,

if the numerical comparison result comprises that the unit packaging cost is greater than the unit paying cost, the type of the packaging consumable stored in the third database is adjusted to be the type of the packaging consumable with lower packaging firmness; and/or the presence of a gas in the gas,

and if the numerical comparison result comprises that the unit packaging cost is equal to the unit paying cost, adjusting the type of the packaging consumables stored in the third database into the type of the packaging consumables with consistent packaging firmness.

Optionally, the model generating apparatus may further include:

the article transportation information acquisition module is used for acquiring article transportation information of each packaged article, wherein the article transportation information comprises at least one of transportation carrier information, transportation route information and transportation season information, and the transportation season information comprises transportation off-season information and/or transportation on-season information;

accordingly, the package adjustment module 520 may be specifically configured to:

aiming at target packaged articles belonging to the same stock unit and the same article transportation information in all packaged articles, performing numerical comparison on article packaging cost and article claim payment cost of each target packaged article, and adjusting the type of packaging consumables, which are stored in a third database and currently matched with an article transportation combination comprising the stock unit and the article transportation information, according to the numerical comparison result;

accordingly, the model generation module 530 may be specifically configured to:

and generating a packaging matching model according to the matching relation among the adjusted stock quantity units, the adjusted article transportation information and the types of the packaging consumables stored in the third database.

Optionally, the model generating apparatus may further include:

the packaging satisfaction acquiring module is used for acquiring the packaging satisfaction of each packaged article before determining the article packaging cost of each packaged article, wherein the packaging satisfaction comprises the satisfaction of the packaging quality of the packaged articles determined by the customer complaint rate and/or the customer service line rate;

and the packaged article updating module is used for screening out packaged articles with adjustment requirements on the type of the packaging consumable from the packaged articles according to the packaging satisfaction degrees, and updating the packaged articles according to the screening result.

In the model generating device provided by the fifth embodiment of the present invention, the article packaging cost of each packaged article can be determined according to the article packaging information of each packaged article acquired from the first database by the cost determining module, and the article reimbursement cost of each packaged article can be determined according to the article reimbursement information of each packaged article acquired from the second database, where the article reimbursement cost can be understood as a cost that the packed article needs to be reimbursed due to package damage, so that the article packaging cost and the article reimbursement cost of the target packed article belonging to the same stock quantity unit in each packaged article can be obtained; furthermore, the packaging adjustment module can determine whether the type of the packaging consumables matched with each target packaging item brings higher cost related to the packaging of the item according to a numerical comparison result obtained after the item packaging cost and the item payment cost of each target packaging item are numerically compared, i.e. whether the type of packaging consumable currently matching the stock level unit of each target packaged item would incur a higher cost associated with the packaging of the item, therefore, the type of the packaging consumables, which is stored in the third database and is currently matched with the stock quantity unit, can be adjusted according to the numerical comparison result between the article packaging cost and the article paying cost of each target packaging article, so that the matching relationship between each stock quantity unit and each packaging consumable type after adjustment, which is stored in the third database, is obtained, and the adjusted matching relationship can effectively ensure lower cost related to article packaging; the model generation module generates a packaging matching model according to the matching relation between each stock quantity unit and each packaging consumable type after adjustment stored in the third database, so that the model generation module is helpful for matching a proper packaging consumable type for the to-be-packaged article with a packaging requirement based on the packaging matching model. The device achieves the effect of generating the packaging matching model which can ensure that the cost related to the packaging of the articles is low.

The model generation device provided by the embodiment of the invention can execute the model generation method provided by any embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method.

It should be noted that, in the embodiment of the model generating apparatus, the included units and modules are merely divided according to functional logic, but are not limited to the above division as long as the corresponding functions can be implemented; 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.

EXAMPLE six

Fig. 7 is a block diagram of a package matching apparatus according to a sixth embodiment of the present invention, which is configured to execute the package matching method according to any of the above embodiments. The device and the package matching method of the embodiments belong to the same inventive concept, and details which are not described in detail in the embodiments of the package matching device can refer to the embodiments of the package matching method. Referring to fig. 7, the apparatus may specifically include: a model application module 610 and a wrapping matching module 620.

The model application module 610 is configured to obtain an article to be packaged and a package matching model generated according to the model generation method provided in any embodiment of the present invention, and input stock quantity units of the article to be packaged into the package matching model;

and the packaging matching module 620 is used for determining a target consumable type matched with the article to be packaged from each packaging consumable type according to the output result of the packaging matching model.

Optionally, the package matching device may further include:

and the target consumable type sending module is used for sending the target consumable type to an object packaging object for packaging the object to be packaged.

According to the packaging matching device provided by the sixth embodiment of the invention, the model application module and the packaging matching module are matched with each other, the obtained stock quantity unit of the to-be-packaged article is input into the obtained packaging matching model, and the target consumable type matched with the to-be-packaged article is determined from each packaging consumable type according to the output result of the packaging matching model. The device achieves the effect of matching out a proper target consumable type for the articles to be packaged from each packaging consumable type.

The package matching device provided by the embodiment of the invention can execute the package matching method provided by any embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method.

It should be noted that, in the embodiment of the package matching apparatus, the included units and modules are merely divided according to the functional logic, but are 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.

EXAMPLE seven

Fig. 8 is a schematic structural diagram of an electronic device according to a seventh embodiment of the present invention, as shown in fig. 8, the electronic device includes a memory 710, a processor 720, an input device 730, and an output device 740. The number of the processors 720 in the electronic device may be one or more, and one processor 720 is taken as an example in fig. 8; the memory 710, processor 720, input device 730, and output device 740 of the electronic apparatus may be connected by a bus or other means, such as bus 750 in fig. 8.

The memory 710 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 model generation method in the embodiment of the present invention (for example, the cost determination module 510, the wrapping adjustment module 520, and the model generation module 530 in the model generation apparatus), or program instructions/modules corresponding to the wrapping matching method in the embodiment of the present invention (for example, the model application module 610 and the wrapping matching module 620). The processor 720 executes various functional applications and data processing of the electronic device by executing software programs, instructions and modules stored in the memory 710, that is, the model generation method or the package matching method described above is implemented.

The memory 710 may mainly include a program storage area and a data storage area, wherein the program storage 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 use of the electronic device, and the like. Further, the memory 710 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, memory 710 may further include memory located remotely from processor 720, which may be connected to devices through 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 730 may be used to receive input numeric or character information and generate key signal inputs related to user settings and function controls of the device. The output device 740 may include a display device such as a display screen.

Example eight

An eighth embodiment of the present invention provides a storage medium containing computer-executable instructions, which when executed by a computer processor, perform a method for model generation, the method comprising:

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 method operations described above, and may also perform related operations in the model generation method provided by any embodiment of the present invention.

Example nine

An embodiment of the present invention provides a storage medium containing computer-executable instructions, which when executed by a computer processor, perform a method for package matching, the method comprising:

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 method operations described above, and may also perform related operations in the packaging and 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. With this 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 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 is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles 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

1. A method of model generation, comprising:

determining an item packing cost of each packed item according to the item packing information of each packed item obtained from a first database, and determining an item paying cost of each packed item according to the item paying information of each packed item obtained from a second database, wherein the item paying cost comprises a cost paid because the packed item is damaged;

aiming at target packaged articles belonging to the same stock quantity unit in all the packaged articles, carrying out numerical comparison on the article packaging cost and the article claim payment cost of each target packaged article, and adjusting the type of packaging consumables, which is stored in a third database and is currently matched with the stock quantity unit, according to the numerical comparison result;

and generating a packaging matching model according to the matching relation between each stock quantity unit and each packaging consumable type after adjustment stored in the third database.

2. The method according to claim 1, wherein the numerically comparing the item packing cost and the item loss cost of each of the target packed items and adjusting the type of packaging consumable currently matching the stock quantity unit stored in the third database according to the numerical comparison result comprises:

determining a unit packing cost of the stock quantity unit according to the item packing cost of each of the target packed items, and determining a unit payout cost of the stock quantity unit according to the item payout cost of each of the target packed items;

and comparing the unit packaging cost with the unit paying cost, and adjusting the type of the packaging consumables, which is stored in a third database and is currently matched with the stock unit, according to the numerical comparison result.

3. The method according to claim 2, wherein different types of said packaging consumables correspond to different degrees of packaging firmness, said adjusting the type of packaging consumable currently matching said stock quantity unit stored in the third database according to the result of the numerical comparison comprising:

if the numerical comparison result comprises that the unit packaging cost is less than the unit paying cost, the type of the packaging consumable stored in a third database is adjusted to be the type of the packaging consumable with higher packaging firmness; and/or the presence of a gas in the gas,

and if the numerical comparison result comprises that the unit packaging cost is equal to the unit paying cost, adjusting the type of the packaging consumables stored in the third database to the type of the packaging consumables with consistent packaging firmness.

4. The method of claim 1, further comprising:

acquiring article transportation information of each packaged article, wherein the article transportation information comprises at least one of transportation carrier information, transportation route information and transportation season information, and the transportation season information comprises transportation off-season information and/or transportation on-season information;

the step of comparing the item packing cost and the item claim payment cost of each target packed item according to the target packed items belonging to the same stock quantity unit in the packed items, and adjusting the type of the packing consumables, which is currently matched with the stock quantity unit and is stored in a third database according to the value comparison result, includes:

aiming at target packaged articles which belong to the same stock unit and the same article transportation information in the packaged articles, performing numerical comparison on the article packaging cost and the article claim payment cost of each target packaged article, and adjusting the type of packaging consumables which are stored in a third database and currently matched with the article transportation combination comprising the stock unit and the article transportation information according to the numerical comparison result;

generating a packaging matching model according to the matching relationship between each stock quantity unit and each packaging consumable type after adjustment stored in the third database, wherein the generating comprises the following steps:

and generating a packaging matching model according to the adjusted inventory units, the adjusted article transportation information and the matching relationship among the types of the packaging consumables, which are stored in the third database.

5. The method of claim 1, further comprising, prior to said determining an item packaging cost for each of said packaged items:

obtaining packaging satisfaction of each packaged item, wherein the packaging satisfaction comprises satisfaction of packaging quality of the packaged item determined by customer complaint rate and/or customer service line rate;

and screening the packaged articles with the adjustment requirement on the type of the packaging consumable from the packaged articles according to the packaging satisfaction, and updating the packaged articles according to the screening result.

6. A package matching method, comprising:

acquiring an article to be packaged and a package matching model generated according to the method of any one of claims 1-5, and inputting stock quantity units of the article to be packaged into the package matching model;

and determining the target consumable type matched with the to-be-packaged article from each packaging consumable type according to the output result of the packaging matching model.

7. The method of claim 6, further comprising:

and sending the target consumable type to an article packaging object for packaging the article to be packaged.

8. A model generation apparatus, comprising:

the cost determination module is used for determining the article packaging cost of each packaged article according to the article packaging information of each packaged article acquired from the first database, and determining the article paying cost of each packaged article according to the article paying information of each packaged article acquired from the second database, wherein the article paying cost comprises the cost paid due to the packaged article with damaged package;

the packaging adjustment module is used for comparing the article packaging cost and the article claim payment cost of each target packaged article according to the target packaged articles belonging to the same stock unit in the packaged articles, and adjusting the type of packaging consumables which are stored in a third database and are currently matched with the stock unit according to the numerical comparison result;

9. A package matching device, comprising:

the model application module is used for acquiring an article to be packaged and a packaging matching model generated according to the method of any one of claims 1 to 5, and inputting stock quantity units of the article to be packaged into the packaging matching model;

10. An electronic device, comprising:

one or more processors;

a memory for storing one or more programs;

when executed by the one or more processors, cause the one or more processors to implement the model generation method of any one of claims 1-5 or the package matching method of any one of claims 6-7.

11. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out a method for model generation as claimed in any one of claims 1 to 5 or a method for package matching as claimed in any one of claims 6 to 7.