CN113065825B

CN113065825B - Model generation and package matching method and device, electronic equipment and storage medium

Info

Publication number: CN113065825B
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: 2023-10-03
Anticipated expiration: 2041-04-08
Also published as: CN113065825A

Abstract

The embodiment of the invention discloses a model generation and package matching method, a device, electronic equipment and a storage medium. The model generation method comprises the following steps: determining the item packaging cost of each packaged item according to the item packaging information of each packaged item acquired from the first database, and determining the item payment cost of each packaged item according to the item payment information of each packaged item acquired from the second database; comparing the article packaging cost and the article pay cost of each target packaged article with respect to the target packaged articles belonging to the same stock unit in each packaged article, 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; 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 provided by the embodiment of the invention, the package matching model is generated.

Description

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

Background

In logistic 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 to be acquired is generally packaged by an article attribution party.

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

In the process of realizing the invention, the inventor finds that the following technical problems exist in the prior art: the existing matching relation is obtained through one-time configuration according to the prior experience of related personnel, and the problem that the cost related to the packing of the articles is excessive due to the fact that the existing matching relation cannot adapt to the latest logistics transportation situation can occur.

Disclosure of Invention

The embodiment of the invention provides a model generation and package matching method, a device, electronic equipment and a storage medium, so as to generate the effect of ensuring a package matching model with lower cost related to article packaging.

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

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

comparing the article packaging cost and the article pay cost of each target packaged article with respect to the target packaged articles belonging to the same stock unit in each packaged article, 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;

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 object to be packaged and a package matching model generated by the model generation method provided by any embodiment of the invention, and inputting the stock unit of the object to be packaged into the package matching model;

and determining the target consumable type matched with the object to be packaged from the consumable types of the packages according to the output result of the package matching model.

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

the cost determination module is used for determining the item packaging cost of each packaged item according to the item packaging information of each packaged item acquired from the first database, and determining the 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 the cost paid for the packaged item due to package breakage;

the packaging adjustment module is used for comparing the article packaging cost and the article pay cost of each target packaged article with the article pay cost aiming at the target packaged articles belonging to the same stock unit in each packaged article, and adjusting the type of packaging consumable currently matched with the stock unit and stored in the third database according to the value comparison result;

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 device, which may include:

the model application module is used for acquiring the to-be-packaged object and a package matching model generated by the model generation method according to any embodiment of the invention, and inputting the stock quantity unit of the to-be-packaged object into the package matching model;

and the package matching module is used for determining the target consumable type matched with the object to be packaged from the consumable types of the packages according to the output result of the package 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 the one or more programs are executed by the one or more processors, the one or more processors implement the model generation method or the package matching method provided by any embodiment of the present invention.

In a sixth aspect, an embodiment of the present invention further provides a computer readable storage medium having stored thereon a computer program, which when executed by a processor, implements the model generation method or the package matching method provided by any embodiment of the present invention.

According to the technical scheme, the article packaging cost of each packaged article can be determined according to the article packaging information of each packaged article obtained 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 obtained from the second database, wherein the article paying cost can be understood as the cost of paying for the packaged article due to package breakage, 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 numerical comparison of the article packaging cost and the article pay cost of each target packaging article, whether the type of packaging consumable matched with each target packaging article currently brings about higher cost related to article packaging or not can be determined, namely whether the type of packaging consumable matched with the stock quantity unit of each target packaging article currently brings about higher cost related to article packaging or not can be determined, so that the type of packaging consumable matched with the stock quantity unit currently and stored in the third database can be adjusted according to the numerical comparison result between the article packaging cost and the article pay cost of each target packaging article, the matching relation between the adjusted stock quantity units and the type of packaging consumable stored in the third database can be obtained, and the adjusted matching relation can effectively guarantee lower cost related to article packaging; and generating a package matching model according to the matching relation between each adjusted stock quantity unit and each package consumable type stored in the third database, which is helpful for matching the proper package consumable type for the to-be-packaged object with package requirements based on the package matching model. According to the technical scheme, the effect of generating the package matching model which can ensure low cost related to the package of the article is achieved.

Drawings

FIG. 1 is a flow chart of a model generation method in accordance with a first embodiment of the present invention;

FIG. 2 is a flow chart of a model generation method in 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 accordance with the third embodiment of the present invention;

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

fig. 6 is a block diagram of a model generating apparatus in a fifth embodiment of the present invention;

fig. 7 is a block diagram showing a structure of a package matching apparatus in 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 invention is described in further detail below with reference to the drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting thereof. It should be further noted that, for convenience of description, only some, but not all of the structures related to the present invention are shown in the drawings.

Before describing the embodiment of the present invention, an application scenario of the embodiment of the present invention is described in an exemplary manner: the types of packaging consumables in the Business-to-Customer (B2C) commodity circulation of a Business mainly include boxes, bags, bubble films (i.e. fillers), combinations of at least two of them, and the like, and the current packaging matching mode of B2C has the following problems:

1. The matching relationship is continuously and dynamically optimized without combining with the latest logistics transportation condition, which can lead to the problems that the article packaging cost of certain articles is always higher, the article paying cost of certain articles is high (namely, the protection effect after the articles are packaged is poor), and the like, and further, the problem that the cost related to the article packaging is higher is caused. The logistical transportation conditions set forth 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 are not specifically limited herein.

2. The matching relation between each article class and each packaging consumable type is a basic data relation requiring prepositivity, and massive cost is required to be input for initialization information configuration and later maintenance, so that the implementation cost is high.

3. When the matching relationship is optimized, a feedback link, such as breakage of a feedback package of a client, poor evaluation of an order received by a sales person, receipt of feedback of the sales person by a package manager and updating of the matching relationship, is generally needed, and the time efficiency is long, so that the current increasingly-improved experience requirements of the client cannot be met.

Example 1

Fig. 1 is a flowchart of a model generating method according to a first embodiment of the present invention. This embodiment may be useful in the case of generating a package matching model that can guarantee low costs in connection with the packaging of an item. The method may be performed by a model generating apparatus provided by an embodiment of the present invention, where the apparatus may be implemented by software and/or hardware, and the apparatus may be integrated on an electronic device, where 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:

s110, determining the item packaging cost of each packaged item according to the item packaging information of each packaged item acquired from the first database, and determining the item pay cost of each packaged item according to the item pay information of each packaged item acquired from the second database, wherein the item pay cost comprises the cost of paying due to package breakage of the packaged item.

Wherein the packaged item may be an item that has already been packaged, this item packaging process may be understood as a secondary packaging in B2C for the item to be acquired in the item acquisition task. The item packaging information of the packaged item may be information associated with the packaged item during packaging stored in the first database, such as a packaging consumable type of packaging consumable employed by the packaged item, a packaging consumable number, and the like. The item packaging costs may be costs previously paid for packaging the packaged item, such as costs of packaging consumables, costs of item packaging objects, which may be objects performing the item packaging process, etc., which may be consumables employed when packaging the packaged item. There are various implementations of the determining process of the package cost of the article, for example, when the task of obtaining the article is performed, an article obtaining record may be generated, where various information may be stored in the article obtaining record, for example, a stock unit (Stock Keeping Unit, SKU) of the 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, package information of the article, and so on, since packaging consumables corresponding to different package information of the article have respective costs, the article package information may be obtained from the article obtaining record, and the package cost of the article may be determined according to the article package information, and optionally, the package cost of the article corresponding to each article package information may be preconfigured; of course, the cost of packaging the article may also be determined by the remaining means, without specific limitation herein.

The item pay information for the packaged item may be information stored in the second database relating to the need for pay due to package breakage of the packaged item, such as SKU of the packaged item, number of items, value attribute value, item pay cost, etc. The cost of goods reimbursement may be a cost of reimbursement due to a package breakage of the packaged goods, such as a cost of reimbursement to the goods acquirer due to a package breakage of the packaged goods during shipping, a cost of a package breakage of the packaged goods during packaging of the goods due to a need for repacking, and the like. There are various implementations of the process of determining the article pay, for example, if the article acquirer finds that the packaged article has a package breakage after acquiring the packaged article, it can apply for a claim to the article attribution party, and the above process can generate an article pay information that causes a pay due to the package breakage, so that the article pay can be directly acquired from the article pay information, and the article pay can be calculated according to the number of articles and the value attribute value directly acquired from the article pay information; of course, the cost of the item may also be determined by the remaining means, not specifically defined herein.

It should be noted that, in connection with the application scenario that may be involved in the embodiments of the present invention, the above-mentioned various costs may be understood as cost, amount of money, time, labor, etc., which are not specifically limited herein.

S120, comparing the article packaging cost and the article pay cost of each target packaged article according to the target packaged articles belonging to the same stock quantity unit in each packaged article, and adjusting the type of packaging consumable materials currently matched with the stock quantity unit and stored in the third database according to the value comparison result.

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

Since the package cost and the item pay cost for all packaged items have been determined, the item package cost and the item pay cost for each target packaged item having the same SKU have also been determined. Furthermore, the article packaging cost and the article pay cost of each target packaging article can be compared in a numerical value, and whether the type of packaging consumable adopted by the target packaging article under the SKU is suitable or not can be determined according to the numerical value comparison result, or whether the type of packaging consumable adopted by the target packaging article under the SKU is higher in cost related to article packaging or not can be determined, and the type of packaging consumable adopted by the target packaging article under the SKU can be understood to be the type of packaging consumable currently matched with the SKU. Thus, the type of packaging consumable currently matching the SKU stored in the third database may be adjusted based on the value comparison, where the goal of the adjustment may be to reduce the cost associated with packaging the item under the SKU, which may be a combined representation of the item packaging cost and the item claims cost. It should be noted that, when the number of SKUs is at least two, the type of packaging consumable currently matched with each SKU may be adjusted based on the present step.

In connection with the application scenario that may be involved in the embodiments of the present invention, the above adjustment process of the type of packaging consumable may be understood as: the type of the packaging consumable matched currently is adjusted to the type of the packaging consumable with higher packaging firmness (namely packaging upgrading), so that the payment cost of the article is reduced; the type of the packaging consumable matched currently is adjusted to the type of the packaging consumable with lower packaging firmness (namely packaging degradation), so that the cost of packaging the article is reduced; the type of the packaging consumable matched currently is adjusted to the type of the packaging consumable with consistent packaging firmness (namely packaging maintenance), at the moment, the type of the packaging consumable before adjustment and the type of the packaging consumable 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 particularly 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 within the same database, two of them are the same database and two of them are not the same database as the other database, the three are respectively different databases, and the like, and are not specifically limited herein; also, when the first database and the second database are the same sub-database within the same database, the item package information and the item pay information may be different fields in the same information record derived from the sub-database, or different information records, etc., and are not particularly limited herein.

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

The matching relationship between each SKU and each packaging consumable type after adjustment can be obtained in the third database through the steps, for example, the matching relationship before adjustment is 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 matching relationship after adjustment 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. Further, a package matching model is generated according to the adjusted matching relationship, that is, the adjusted matching relationship is stored in the package matching model.

The technical scheme solves the problems of higher cost, higher implementation cost and longer optimization time effect related to the article packaging, which are set forth in the above exemplary description, and has the following advantages:

1. In response to the national green package call, the type of the packaging consumable materials under each SKU is continuously and dynamically adjusted, and the multidirectional adjustment mode (such as upgrading, degrading and maintaining) effectively reduces the cost related to the package of the articles, avoids the occurrence of the condition of package waste caused by upgrading of one package, and reduces the package breakage rate.

2. Because the matching relation in the embodiment of the invention is automatically updated and artificial cultivation is not needed, the initialization configuration cost is reduced, and the implementation cost is obviously reduced because the matching relation between the article type and the packaging consumable type is not needed to be established in advance.

3. The packaging consumable type is timely adjusted based on dynamic changes of the article packaging cost and the article pay cost, update timeliness of the matching relationship is shortened, and the current increasingly-promoted experience requirements of the client can be met.

On this basis, an optional technical solution, before determining the article packaging cost of each packaged article, the method for generating the model may further include: acquiring the packaging satisfaction degree of each packaged article, wherein the packaging satisfaction degree comprises the satisfaction degree of the packaging quality of the packaged articles, which is determined by the customer complaint rate and/or the 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 satisfaction degree of each package, and updating the packaged articles according to the screening result.

In order to more specifically adjust the packaging consumable types of the packaged articles with lower packaging satisfaction, the packaging satisfaction of each packaged article can be obtained firstly, the packaging satisfaction can show the satisfaction of the packaging quality of the packaged articles, the packaging satisfaction can be determined by customer complaint rate and/or customer service line rate, wherein the customer complaint rate can be the probability of complaint of customers on the packaging quality of the packaged articles, and the customer service line rate can be the probability of accessing customer service in order to solve the complaint of customers on the packaging quality of the packaged articles. Further, packaged articles with the requirement for adjusting the type of packaging consumable are selected from the packaged articles according to the packaging satisfaction of each packaged article, for example, packaged articles with the packaging satisfaction lower than a preset satisfaction threshold are sorted, the packaged satisfaction is sorted from small to large, the packaged articles with the preset percentage before sorting are used as the packaged articles with the requirement for adjusting the type of packaging consumable, and the adjustment mode of the type of packaging consumable of the packaged articles can be package upgrading; and then, taking the packaged articles with the packaging satisfaction higher than the preset satisfaction threshold value, the packaged articles with the ordered preset percentages and the like as the packaged articles with the adjustment requirement on the packaging consumable types, wherein the adjustment mode of the packaging consumable types of the packaged articles can be package degradation; etc. Finally, the packaged articles for which adjustment is required for the type of packaging consumable are updated to the whole packaged articles, namely, only the packaged articles for which adjustment is required for the type of packaging consumable are reserved, so that lower cost related to object packaging and higher overall packaging satisfaction can be ensured at the same time.

Example two

Fig. 2 is a flowchart of a model generating method according to a second embodiment of the present invention. The present embodiment is optimized based on the above technical solutions. In this embodiment, optionally, comparing the article packaging cost and the article pay cost of each target packaged article by numerical value, and adjusting the type of packaging consumable currently matching the stock quantity unit stored in the third database according to the result of the numerical value comparison, may include: determining unit packaging cost of the stock quantity unit according to the item packaging cost of each target packaging item, and determining unit paying cost of the stock quantity unit according to the item paying cost of each target packaging item; and comparing the unit packaging cost with the unit pay cost in a numerical mode, and adjusting the type of the packaging consumable currently matched with the stock quantity unit and stored in the third database according to the numerical comparison result. Wherein, the explanation of the same or corresponding terms as the above embodiments is not repeated herein.

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

s210, determining the item packaging cost of each packaged item according to the item packaging information of each packaged item acquired from the first database, and determining the item payment cost of each packaged item according to the item payment information of each packaged item acquired from the second database, wherein the item payment cost comprises the cost of payment due to package breakage of the packaged item.

S220, aiming at the target packaged articles belonging to the same inventory unit in each packaged article, determining the unit packaging cost of the inventory unit according to the article packaging cost of each target packaged article, and determining the unit pay cost of the inventory unit according to the article pay cost of each target packaged article.

The unit packaging cost can be a cost which is calculated by taking the SKU as a reference and corresponds to the item packaging cost, and the unit packaging cost can be the sum, the average and the like of the item packaging cost of each target packaging item; the unit pay cost may be a cost calculated based on the SKU corresponding to the item pay cost, which may be a sum, average, etc. of the item pay costs for each target packaged item.

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

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

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

According to the technical scheme of the embodiment of the invention, the unit packaging cost calculated by taking the stock quantity unit as a reference is obtained according to the item packaging cost of each target packaging item, and the unit pay cost calculated by taking the stock quantity unit as a reference is obtained according to the item pay cost of each target packaging item; further, because the numerical relation between the unit packaging cost and the unit pay cost can show whether the packaging consumable type currently matched with the stock quantity unit brings about higher cost related to the article packaging, the packaging consumable type currently matched with the stock quantity unit can be adjusted according to the numerical comparison result between the unit packaging cost and the unit pay cost, and therefore the effect of accurately adjusting the packaging consumable type under the stock quantity unit is achieved.

Based on this, an optional technical scheme, different packaging consumable types correspond to different packaging firmness degrees, and according to the numerical comparison result, the method for adjusting the packaging consumable type currently matched with the stock quantity unit stored in the third database can include: acquiring the type of the packaging consumable matched with the stock quantity unit currently; if the numerical comparison result comprises that the unit packaging cost is smaller than the unit pay cost, the packaging consumable type stored in the third database is adjusted to be the packaging consumable type with higher packaging firmness; and/or if the numerical comparison result comprises that the unit packaging cost is greater than the unit pay cost, adjusting the packaging consumable type stored in the third database to be the packaging consumable type with lower packaging firmness; and/or if the numerical comparison result comprises that the unit packaging cost is equal to the unit pay cost, the packaging consumable type stored in the third database is adjusted to be the packaging consumable type with consistent packaging firmness. Wherein, the packaging consumable under each packaging consumable type has respective packaging firmness, so that the adjustment of the packaging consumable type can be understood as the adjustment of the packaging firmness. It should be noted that, although a higher degree of packaging firmness means a better packaging quality, an unnecessary firm packaging also brings about an unnecessary increase in the cost of packaging the articles. Therefore, the unit packaging cost and the unit pay cost can be compared, when the unit packaging cost is smaller than the unit pay cost, the packaging firmness is insufficient, and the packaging breakage probability is too high, so that the current matched packaging consumable type can be adjusted to the packaging consumable type with higher packaging firmness, and the item pay cost is obviously reduced by properly increasing the item packaging cost; when the unit packaging cost is greater than the unit pay cost, the method indicates that the packaging firmness is enough and the packaging breakage probability is low, so that the type of the packaging consumable matched currently can be adjusted to the type of the packaging consumable with lower packaging firmness, and the item packaging cost is obviously reduced by properly increasing the item pay cost; when unit packing cost equals unit pay cost, this indicates that packing firmness is just right this moment, and packing breakage probability is just right, consequently can adjust the packing consumable type of current matching into the packing consumable type that packing firmness is unanimous, need not to adjust the packing consumable type of current matching promptly. According to the technical scheme, the current matched packaging consumable types are respectively adjusted to the packaging consumable types with corresponding packaging firmness under different conditions, so that the effect of accurately adjusting the packaging consumable types is achieved.

Example III

Fig. 3 is a flowchart of a model generating 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 method for generating a model 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 low-season transportation information and/or high-season transportation information; for the target packaged articles belonging to the same stock unit in each packaged article, comparing the article packaging cost and the article pay cost of each target packaged article, and adjusting the type of packaging consumable currently matched with the stock unit stored in the third database according to the result of the value comparison, the method can comprise the following steps: for the target packaged articles belonging to the same stock unit and the same article transportation information in the packaged articles, comparing the article packaging cost and the article pay cost of each target packaged article in a numerical value, and adjusting the type of packaging consumable currently matched with the article transportation combination comprising the stock unit and the article transportation information stored in the third database according to the numerical value comparison result; generating a package matching model from the matching relationship between each of the adjusted stock units and each of the package consumable types 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 item transportation information and the packaging consumable types stored in the third database. The explanation of the same or corresponding terms as those of the above embodiments is not repeated here.

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 article packaging cost of each packaged article according to the article packaging information of each packaged article acquired from the first database, and determining 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 line information and transportation season information, the transportation season information comprises transportation light season information and/or transportation season information, and the article payment cost comprises cost of payment due to package breakage of the packaged article.

Wherein the item transportation information may be information related to the packaged item during the logistics transportation, such as transportation carrier information, transportation route information, transportation season information, etc., which may be information of a carrier responsible for transporting the packaged item; the transportation route information may be information of a transportation route of the packaged article, which may be determined according to a shipping address and a receiving address; the transportation season information may be transportation season information of the packaged article, such as transportation slack season information, transportation rich season information, etc., wherein the transportation rich season information may be double 11, 618, etc., and the transportation slack season information may be spring festival, etc. The reason for considering the article transportation information here is that the packaged articles are easy to be damaged under some article transportation information, such as low-standard operations of some carriers, transregional transportation with more complex operation flow (such as multiple article loading and unloading and longer transportation duration), high-strength operations in the transportation season, and the like, which are easy to cause package damage; correspondingly, the packaged articles are not easy to be damaged under the condition that some articles are transported, such as high standard operation of some carriers, low-strength operation during same city transportation with simpler operation flow and low-season transportation, and the like, are not easy to cause the damage of the packages.

S320, comparing the article packaging cost and the article pay cost of each target packaged article with each target packaged article belonging to the same stock quantity unit and the same article transportation information, and adjusting the type of packaging consumable currently matched with the article transportation combination comprising the stock quantity unit and the article transportation information stored in the third database according to the value comparison result.

In order to further improve accuracy of adjustment of the type of the packaging consumable, the packaged articles belonging to the same SKU and under the same article transportation information in each packaged article can be used as target packaging articles, for example, the packaged articles under the same SKU, the same transportation carrier information, the same transportation route information and the same transportation season information are used as target packaging articles. The article transport combination may be an information combination including a SKU and article transport information, and the type of packaging consumable currently matching the article transport combination stored in the third database may be adjusted according to a numerical comparison result between the SKU and the article packaging cost and the article pay cost under the article transport information, thereby obtaining a matching relationship among each SKU, each article transport information, and each packaging consumable type, and the more refined matching relationship further reduces the cost related to article packaging.

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

According to the technical scheme, after the article transportation information of each packaged article is obtained, the target packaged article belonging to the same stock quantity unit and the same article transportation information can be determined from each packaged article, and further the type of packaging consumable materials which are stored in the third database and are currently matched with the article transportation combination comprising the stock quantity unit and the article transportation information is adjusted according to the numerical comparison result between the article packaging cost and the article payment cost of each target packaged article, so that the matching relation among each stock quantity unit, each article transportation information and each packaging consumable material type is obtained, and the cost related to article packaging is further reduced by the finer matching relation.

In order to better understand the specific implementation procedure of the above steps, the model generating method of each of the above embodiments is described below by way of example 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 commodity numbers (namely SKUs of commodities), line numbers (namely transportation line information), carrier numbers (namely transportation carrier information) and consumable numbers (namely numbers of package consumable types) in sales order information.

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

And step 2, acquiring package breakage evaluation information.

After the user signs the order, the user can claim the damaged commodity, which generates a piece of commodity pay information for pay due to damaged package, wherein the pay information comprises commodity number, commodity unit price and pay amount, and the pay amount can be calculated according to the commodity number and commodity unit price.

And step 3, acquiring packaging consumable information, wherein consumable numbers, packaging firmness, packaging consumable types and packaging cost/consumable cost (namely article packaging cost) can be included.

When the E-commerce storehouse manages packaging consumable, can register the packaging consumable, generate packaging consumable information, it can be maintained by the packing group personnel, as shown in Table 1:

table 1 packaging consumable information

Consumable numbering	Packaging consumable type	Consumable cost	Degree of packaging firmness
				BZ001	Original package (non-secondary package)	0.0	0
BZ002	Common bag	0.5	1
				BZ003	Reinforced bag	2.5	2
BZ004	Common cardboard box (three layers corrugated paper)	4.5	3
				BZ005	Common carton and bubble bag	6.5	4
BZ006	Reinforced cardboard box (five layers corrugated paper)	8.5	5
				BZ007	Reinforced carton and bubble bag	10.5	6

And 4, calculating the pay amount (i.e. the item pay cost) and the packaging cost (i.e. the item packaging 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 package consumable information in step 3, the payoff amount and package cost per order can be obtained as shown in table 2:

TABLE 2 pay amount and packaging cost

Step 5, summarizing all the payoff amount and the packaging cost by taking four dimensions of the commodity number, the line number, the carrier number and the consumable number as references to obtain the total payoff amount M1 and the total packaging cost M2 of a certain commodity by using a certain packaging consumable under a specific transportation line and a specific carrier, wherein the total payoff amount M1 and the total packaging cost M2 are shown in the table 3:

TABLE 3 total payable amount and total packaging cost

Commodity numbering	Line numbering	Carrier numbering	Total payoff amount M1	Total packaging 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 carrying out packaging upgrading according to the packaging firmness degree when M1 is larger than M2; when M1 is less than M2, package degradation is performed according to package firmness, as shown in table 4:

TABLE 4 cost determination

Commodity numbering	Line numbering	Carrier numbering	M1	M2	Cost determination
						SKU0001	XL0001	CYS0001	9.0	1.0	M1>M2, packaging and upgrading
SKU0001	XL0002	CYS0001	5.0	5.0	M1=m2, 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 number to obtain a package matching model, wherein the 7 steps can be regularly executed every day, referring to the table 5.

TABLE 5 New match relationship

Example IV

Fig. 5 is a flowchart of a package matching method provided in a fourth embodiment of the present invention. The embodiment is applicable to a case that a suitable target consumable type is matched for an article to be packaged from various packaging consumable types based on a preset generated packaging matching model. The method may be performed by a package matching apparatus provided by an embodiment of the present invention, where the apparatus may be implemented by software and/or hardware, and the apparatus may be integrated on an electronic device, where the electronic device may 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 a package matching model of the object to be packaged and the model generation method according to any embodiment of the invention, and inputting the stock quantity unit of the object to be packaged into the package matching model.

The packaging matching model may be a model for matching packaging consumable types, wherein the packaging matching model records what type of packaging consumable is suitable for the to-be-packaged object under what SKU, and therefore SKU of the to-be-packaged object can be input into the packaging matching model. In practical applications, optionally, if the process of generating 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 entered into the package matching model together.

S420, determining the target consumable type matched with the object to be packaged from the consumable types of the packages according to the output result of the package matching model.

The target consumable type may be a packaging consumable type matched with the object to be packaged, which is determined from the packaging consumable types according to the output result of the packaging matching model, that is, the packaging consumable corresponding to the target consumable type may be a packaging consumable suitable for packaging the object to be packaged. On the basis, optionally, after determining the target consumable type matched with the object to be packaged from the packaging consumable types, the target consumable type can be sent to an object to be packaged for packaging the object to be packaged, and the object to be packaged can be a true person, a robot or the like capable of performing object packaging, for example, the target consumable type is sent to terminal equipment of a packaging person, so that the smooth packaging effect of the object to be packaged is ensured.

According to the technical scheme, the obtained stock quantity units of the articles to be packaged are input into the obtained package matching model, and the target consumable type matched with the articles to be packaged is determined from the consumable types according to the output result of the package matching model. According to the technical scheme, the effect of matching the proper target consumable type for the object to be packaged from the consumable types is achieved.

In order to better understand the specific implementation procedure of the above steps, the package matching method of the present embodiment will be described by taking the exemplary description of the third embodiment as an example.

Step 8, when a new order is available for 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 performing consumable model matching, as shown in table 6:

table 6 matching consumable types

Order number	Commodity numbering	Line numbering	Carrier numbering	Matching consumable type
					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 generating apparatus according to a fifth embodiment of the present invention, which is configured to execute the model generating method according to any of the foregoing embodiments. The device and the model generating method of each embodiment belong to the same invention conception, and the details of the embodiment of the model generating device, which are not described in detail, can be referred to the embodiment of the model generating method. Referring to fig. 6, the apparatus may specifically include: a cost determination module 510, a wrapper adjustment module 520, and a model generation module 530.

Wherein, 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 pay cost of each packaged item according to the item pay information of each packaged item acquired from the second database, where the item pay cost includes a cost paid for the packaged item due to package breakage;

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

a model generating module 530, configured to generate a packaging matching model according to the matching relationship between each of the adjusted stock quantity units and each of the packaging consumable types stored in the third database.

Optionally, the package adjustment module 520 may specifically include:

a cost determination unit for determining a unit package cost of the stock quantity unit according to the item package cost of each target package item, and determining a unit pay cost of the stock quantity unit according to the item pay cost of each target package item;

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

Optionally, different packaging consumable types correspond to different packaging firmness, and the packaging adjustment unit may be specifically configured to:

acquiring the type of the packaging consumable matched with the stock quantity unit currently;

if the numerical comparison result comprises that the unit packaging cost is smaller than the unit pay cost, the packaging consumable type stored in the third database is adjusted to be the packaging consumable type with higher packaging firmness; and/or the number of the groups of groups,

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

and if the numerical comparison result comprises that the unit packaging cost is equal to the unit pay cost, the packaging consumable type stored in the third database is adjusted to be the packaging consumable type with consistent packaging firmness.

Optionally, the model generating device 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 low-season transportation information and/or high-season transportation information;

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

for the target packaged articles belonging to the same stock unit and the same article transportation information in the packaged articles, comparing the article packaging cost and the article pay cost of each target packaged article in a numerical value, and adjusting the type of packaging consumable currently matched with the article transportation combination comprising the stock unit and the article transportation information stored in the third database according to the numerical value comparison result;

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

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

Optionally, the model generating device may further include:

the packaging satisfaction obtaining module is used for obtaining 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 article, which is determined through the customer complaint rate and/or the customer service line rate;

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

According to the model generating device provided by the fifth embodiment of the invention, the article packaging cost of each packaged article can be determined through the article packaging information of each packaged article obtained from the first database by the cost determining module, and the article paying cost of each packaged article can be determined according to the article paying information of each packaged article obtained from the second database, wherein the article paying cost can be understood as the cost required to pay due to the occurrence of package breakage 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, the packaging adjustment module can determine whether the type of packaging consumable matched with each target packaging article brings about higher cost related to packaging of the article or not according to the numerical comparison result obtained after numerical comparison of the article packaging cost and the article pay cost of each target packaging article, namely whether the type of packaging consumable matched with the stock quantity unit of each target packaging article brings about higher cost related to packaging of the article or not, so that the type of packaging consumable matched with the stock quantity unit currently and stored in the third database can be adjusted according to the numerical comparison result between the article packaging cost and the article pay cost of each target packaging article to obtain the matching relation between the adjusted stock quantity unit and the type of packaging consumable stored in the third database, and the adjusted matching relation can effectively guarantee lower cost related to packaging of the article; the model generation module generates a packaging matching model according to the matching relation between each stock quantity unit and each packaging consumable type which are stored in the third database, and the packaging matching model is beneficial to matching proper packaging consumable types for the articles to be packaged with packaging requirements based on the packaging matching model. The device achieves the effect of generating the package matching model which can ensure low cost related to the package of the article.

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

It should be noted that, in the embodiment of the model generating apparatus, each unit and module included are only divided according to the functional logic, but are not limited to the above-mentioned division, so long as the corresponding functions can be implemented; in addition, the specific names of the functional units are also only for distinguishing from each other, and are not used to limit 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 perform the package matching method according to any of the above embodiments. The device and the package matching method of the above embodiments belong to the same inventive concept, and reference may be made to the above embodiments of the package matching method for details not described in detail in the embodiments of the package matching device. Referring to fig. 7, the apparatus may specifically include: a model application module 610 and a wrapper matching module 620.

The model application module 610 is configured to obtain a package matching model generated by the to-be-packaged item and the model generating method according to any embodiment of the present invention, and input a stock unit of the to-be-packaged item into the package matching model;

And the package matching module 620 is configured to determine, according to an output result of the package matching model, a target consumable type matched with the object to be packaged from the consumable types of the packages.

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 article packaging object for packaging the article 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 object is input into the obtained packaging matching model, and the target consumable type matched with the to-be-packaged object is determined from the packaging consumable types according to the output result of the packaging matching model. The device achieves the effect of matching the proper target consumable type for the to-be-packaged object from the consumable types.

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 the corresponding functional modules and beneficial effects of the execution method.

It should be noted that, in the embodiment of the package matching device, each unit and module included are only divided according to the functional logic, but not limited to the above division, so long as the corresponding functions can be implemented; in addition, the specific names of the functional units are also only for distinguishing from each other, and are not used to limit 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, and 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 processors 720 in the electronic device may be one or more, one processor 720 being taken as an example in fig. 8; the memory 710, processor 720, input device 730, and output device 740 in the electronic device may be connected by a bus or other means, as exemplified by connection via bus 750 in fig. 8.

The memory 710 is used as a computer readable storage medium, and may be used to store a software program, a computer executable program, and a module, such as program instructions/modules corresponding to a model generating method in an embodiment of the present invention (for example, the cost determining module 510, the wrapper adjusting module 520, and the model generating module 530 in the model generating device), or program instructions/modules corresponding to a wrapper matching method in an embodiment of the present invention (for example, the model applying module 610 and the wrapper matching module 620). The processor 720 executes various functional applications and data processing of the electronic device by running software programs, instructions and modules stored in the memory 710, i.e., implementing the model generation method or the wrapper matching method described above.

The memory 710 may mainly include a storage program area that may store an operating system, at least one application program required for functions, and a storage data area; the storage data area may store data created according to the use of the electronic device, etc. In addition, 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 remotely located relative to processor 720, which may be connected to the device via 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 to generate key signal inputs related to user settings and function control 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, are for performing a model generation method, the method comprising:

Of course, the storage medium containing the computer executable instructions provided in the embodiments of the present invention is not limited to the method operations described above, and may also perform the related operations in the model generation method provided in any embodiment of the present invention.

Example nine

A ninth embodiment of the present invention provides a storage medium containing computer-executable instructions, which when executed by a computer processor, are for performing a wrapper matching method, the method comprising:

Of course, the storage medium containing computer executable instructions provided in the embodiments of the present invention is not limited to the method operations described above, and may also perform related operations in the packaging method provided in any of the embodiments of the present invention.

From the above description of embodiments, it will be clear to a person skilled in the art that the present invention may be implemented by means of software and necessary general purpose hardware, but of course also by means of hardware, although in many cases the former is a preferred embodiment. In light of such understanding, the technical solution of the present invention may be embodied essentially or in part in the form of a software product, which may be stored in a computer-readable storage medium, such as a floppy disk, read-Only Memory (ROM), random-access Memory (Random Access Memory, RAM), FLASH Memory (FLASH), hard disk, optical disk, etc., of a computer, which may be a personal computer, a server, a network device, etc., and which includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to perform the methods described in the embodiments of the present invention.

Note that the above is only a preferred embodiment of the present invention and the technical principle applied. 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, while the invention has been described in connection with the above embodiments, the invention is not limited to the embodiments, but may be embodied in many other equivalent forms without departing from the spirit or scope of the invention, which is set forth in the following claims.

Claims

1. A model generation method, characterized by comprising:

determining an item packaging cost for each packaged item based on item packaging information for each packaged item obtained from a first database, and determining an item pay cost for each packaged item based on item pay information for each packaged item obtained from a second database, wherein the item pay cost includes a cost paid for the packaged item due to a package breach;

for target packaged goods belonging to the same stock unit in each packaged goods, comparing the goods packaging cost and the goods payment cost of each target packaged goods, and adjusting the packaging consumable type currently matched with the stock unit and stored in a third database according to a value comparison result, so that the adjusted packaging consumable type reduces the goods packaging cost and/or the goods payment cost related to the goods packaging in the stock unit, wherein the value comparison result is used for representing the height of the goods packaging cost and/or the goods payment cost for the goods packaging, which is brought by the packaging consumable type currently matched with the stock unit;

2. The method of claim 1, wherein the comparing the item packaging cost and the item pay cost for each of the target packaged items by value and adjusting the type of packaging consumable currently matching the inventory unit stored in the third database based on the value comparison result comprises:

determining a unit packaging cost for the inventory unit based on the item packaging cost for each of the target packaged items, and determining a unit payout cost for the inventory unit based on the item payout cost for each of the target packaged items;

and comparing the unit packaging cost with the unit pay cost in a numerical value mode, and adjusting the type of packaging consumable materials which are stored in a third database and are currently matched with the stock quantity unit according to the numerical value comparison result.

3. The method of claim 2, wherein different ones of the packaging consumable types correspond to different ones of the packaging firmness, the adjusting the packaging consumable type currently matching the stock level unit stored in the third database based on the numerical comparison result comprising:

if the numerical comparison result comprises that the unit package cost is smaller than the unit pay cost, the type of the package consumable stored in a third database is adjusted to be the type of the package consumable with higher package firmness; and/or the number of the groups of groups,

if the numerical comparison result comprises that the unit package cost is greater than the unit pay cost, the type of the package consumable stored in the third database is adjusted to be the type of the package consumable with lower package firmness; and/or the number of the groups of groups,

and if the numerical comparison result comprises that the unit package cost is equal to the unit pay cost, adjusting the type of the package consumable stored in the third database to be the type of the package consumable with consistent package firmness.

4. The method as recited in claim 1, further comprising:

acquiring article transport information of each of the packaged articles, wherein the article transport information comprises at least one of transport carrier information, transport route information, and transport season information, the transport season information comprising low-season information and/or high-season information;

The step of comparing the article packaging cost and the article pay cost of each of the target packaged articles according to the target packaged articles belonging to the same stock unit in the packaged articles, and adjusting the packaging consumable type currently matched with the stock unit and stored in a third database according to the value comparison result, comprises the following steps:

for the target packaged articles belonging to the same stock unit and the same article transportation information in the packaged articles, comparing the article packaging cost and the article pay cost of each target packaged article in a numerical value, and adjusting the type of packaging consumable currently matched with the article transportation combination comprising the stock unit and the article transportation information stored in a third database according to the numerical value comparison result;

generating a package matching model according to the matching relation between each of the stock quantity units and each of the package consumable types after adjustment stored in the third database, including:

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

obtaining the packaging satisfaction degree of each packaged article, wherein the packaging satisfaction degree comprises the satisfaction degree of the packaging quality of the packaged articles, which is determined through 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 packaging matching model generated according to the method of any one of claims 1-5, and inputting the stock units of the article to be packaged into the packaging matching model;

7. The method as recited in 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:

a cost determination module, configured to determine an item packaging cost of each packaged item according to item packaging information of each packaged item acquired from a first database, and determine an item pay cost of each packaged item according to item pay information of each packaged item acquired from a second database, where the item pay cost includes a cost paid for the packaged item due to package breakage;

the packaging adjustment module is used for comparing the article packaging cost and the article pay cost of each target packaged article with the target packaged article belonging to the same stock quantity unit in each packaged article, and adjusting the type of packaging consumable currently matched with the stock quantity unit stored in a third database according to a value comparison result so as to enable the type of the adjusted packaging consumable to reduce the article packaging cost and/or the article pay cost related to article packaging in the stock quantity unit, wherein the value comparison result is used for representing the height of the article packaging cost and/or the article pay cost caused by the type of the packaging consumable currently matched with the stock quantity unit for article packaging;

The model generating module is used for generating a packaging matching model according to the matching relation between the adjusted stock quantity units and the packaging consumable types stored in the third database.

9. A package matching device, comprising:

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

and the package matching module is used for determining the target consumable type matched with the object to be packaged from the consumable types according to the output result of the package matching model.

10. An electronic device, comprising:

one or more processors;

a memory for storing one or more programs;

the 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 of claims 1-5 or the package matching method of any of claims 6-7.

11. A computer readable storage medium having stored thereon a computer program, which when executed by a processor implements the model generation method according to any of claims 1-5 or the wrapper matching method according to any of claims 6-7.