KR102319132B1 - System of managing information of product for shopping mall - Google Patents

Abstract

The present invention relates to a product information management system for a shopping mall. More specifically, the present invention includes: a user terminal which receives product information and stock quantity information for at least one product to be uploaded to the shopping mall; and a shopping mall server which generates a product description image based on at least one or more of the product information and stock quantity information received from the user terminal, and outputs the product description image on a web browser. Therefore, according to the present invention, it is possible to create the product description image of the product to be sold in the shopping mall and output the product description image on the browser.

Description

Product information management system for shopping malls {SYSTEM OF MANAGING INFORMATION OF PRODUCT FOR SHOPPING MALL}

The present invention relates to a product information management system for a shopping mall. More particularly, it relates to a system for managing product information output to a shopping mall based on inventory quantity information of the product.

Unless otherwise indicated herein, the material described in this section is not prior art to the claims of this application, and inclusion in this section is not an admission that it is prior art.

With the development of the Internet, the number of users who use online home shopping is increasing exponentially. Accordingly, sellers who wish to sell products are also conducting online sales as well as offline sales.

In particular, in the case of an online open market, advertising costs are added depending on the number of products to be uploaded, or due to the adverse effect of dispersing customer concentration when similar products are uploaded separately, various products are sold together on one product sales page. it is common

Accordingly, the seller uploads images including product descriptions for various products on the product sales page. When creating and uploading separate product description images for each product, it is not easy to manage each file, and the shopping mall homepage There is a problem that the number of files to be downloaded increases when accessing the .

Accordingly, the above problem is solved by producing one image including product descriptions for various products.

However, since one image continues to include product information regarding out-of-stock products, there remains a problem in that the customer's concentration on the remaining products may be dispersed.

In addition, in order to remove the product information on the out of stock product from the product description image, it is necessary to remove the information on the out of stock product with a separate image editing program such as Photoshop, but this is not efficient in terms of labor cost and working time.

Accordingly, the present invention intends to propose a product information management system for an enhanced shopping mall in order to solve the above problems.

Laid-Open Patent Publication No. 10-2015-0104319

An embodiment of the present invention aims to provide a product information management system for a shopping mall.

Another object of the present invention is to generate a product description image of a product to be sold in a shopping mall and to output it on a browser.

In addition, it is an object of the present invention to remove product information about a sold-out product from a product description image without a separate operation by the user.

It is also an object of the present invention to edit the arrangement of product description images in order to increase the sales of the product.

In addition, an object of the present invention is to request a follow-up action from the user for a product that is about to be sold out.

The technical problems to be achieved in the present invention are not limited to the technical problems mentioned above, and other technical problems not mentioned will be clearly understood by those of ordinary skill in the art to which the present invention belongs from the description below. will be able

In order to achieve the above object, a product information management system for a shopping mall according to an embodiment of the present invention is provided from a user terminal receiving product information and inventory quantity information for at least one product to be uploaded to the shopping mall, and from the user terminal. and a shopping mall server that generates a product description image based on the received at least one or more of the product information and the inventory quantity information, and outputs the product description image on a web browser.

In this case, the shopping mall server generates a product description image based on a communication module that receives product information and inventory quantity information for at least one product from the user terminal, product information on the product, and a preset template. It may include an image generating module and a web page generating module for generating a web page for outputting the product description image on a web browser.

In this case, when there are a plurality of products, the image generating module may generate one product description image by arranging the product information for each product in a line in a preset template.

In this case, the shopping mall server may further include an image editing module for editing the product description image based on the inventory quantity information.

At this time, the image editing module, according to the user's selection, a first mode for deleting product information for products with no inventory quantity from the product description image, product information for the products in the order of products with a large inventory quantity remaining Can operate in any one of a second mode of editing the product description image to list the product description image and a third mode of editing the product description image to list product information on the product based on an editing signal received from the user terminal have.

At this time, the shopping mall server transmits, through the communication module, inventory quantity information update request information to the user terminal when the inventory quantity information for a specific product is less than or equal to a preset threshold, and the image editing module, If the inventory quantity information is not updated during the set request period, product information for the corresponding product may be deleted from the product description image.

In this case, when transmitting the inventory quantity information update request information, the shopping mall server may also transmit an opinion on whether to reinforce the inventory quantity to be added based on the sales period per unit number of the product.

In this case, the image generation module may generate by adjusting the number of product description images based on the number of products and a preset number of products threshold.

In this case, the image generating module, when generating a plurality of the product description image, may be generated by dividing the product based on the inventory quantity information.

As such, an embodiment of the present invention has a technical effect in terms of proposing a product information management system for an enhanced shopping mall.

Also, according to the present invention, it is possible to generate a product description image of a product to be sold in a shopping mall and output it on a browser.

In addition, according to the present invention, product information about a sold-out product can be removed from the product description image without a separate operation by the user.

Also, according to the present invention, it is possible to edit the arrangement of product description images in order to increase the sales of the product.

In addition, it is an object of the present invention to request a follow-up action from the user for a product that is about to be sold out.

The effects obtainable in the present invention are not limited to the above-mentioned effects, and other effects not mentioned may be clearly understood by those of ordinary skill in the art to which the present invention belongs from the following description. will be.

Other aspects, features and benefits as described above of certain preferred embodiments of the present invention will become more apparent from the following description taken in conjunction with the accompanying drawings.
1 is a diagram illustrating a product information management system for a shopping mall according to an embodiment of the present invention.
2 is a block diagram of a product information management system for a shopping mall according to an embodiment of the present invention.
3 is a block diagram illustrating a control module of a shopping mall server according to an embodiment of the present invention.
4 is an exemplary diagram illustrating generation and output of a product description image according to an embodiment of the present invention.
5 is an exemplary view illustrating editing of a product description image according to an embodiment of the present invention.
It should be noted that throughout the drawings, like reference numerals are used to denote the same or similar elements, features, and structures.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings.

In describing the embodiments, descriptions of technical contents that are well known in the technical field to which the present invention pertains and are not directly related to the present invention will be omitted. This is to more clearly convey the gist of the present invention without obscuring the gist of the present invention by omitting unnecessary description.

For the same reason, some components are exaggerated, omitted, or schematically illustrated in the accompanying drawings. In addition, the size of each component does not fully reflect the actual size. In each figure, the same or corresponding elements are assigned the same reference numerals.

Advantages and features of the present invention, and a method for achieving them will become apparent with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in various different forms, and only these embodiments allow the disclosure of the present invention to be complete, and common knowledge in the art to which the present invention pertains. It is provided to fully inform the possessor of the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numerals refer to like elements throughout.

At this time, it will be understood that each block of the flowchart diagrams and combinations of the flowchart diagrams may be performed by computer program instructions. These computer program instructions may be embodied in a processor of a general purpose computer, special purpose computer, or other programmable data processing equipment, such that the instructions performed by the processor of the computer or other programmable data processing equipment are not described in the flowchart block(s). It creates a means to perform functions. These computer program instructions may also be stored in a computer-usable or computer-readable memory that may direct a computer or other programmable data processing equipment to implement a function in a particular manner, and thus the computer-usable or computer-readable memory. It is also possible that the instructions stored in the flow chart block(s) produce an article of manufacture containing instruction means for performing the function described in the flowchart block(s). The computer program instructions may also be mounted on a computer or other programmable data processing equipment, such that a series of operational steps are performed on the computer or other programmable data processing equipment to create a computer-executed process to create a computer or other programmable data processing equipment. It is also possible that instructions for performing the processing equipment provide steps for performing the functions described in the flowchart block(s).

Additionally, each block may represent a module, segment, or portion of code that includes one or more executable instructions for executing specified logical function(s). It should also be noted that in some alternative implementations it is also possible for the functions recited in blocks to occur out of order. For example, two blocks shown one after another may in fact be performed substantially simultaneously, or it is possible that the blocks are sometimes performed in the reverse order according to the corresponding function.

At this time, the term '~ unit' used in this embodiment means software or hardware components such as field-programmable gate array (FPGA) or ASIC (Application Specific Integrated Circuit), and '~ unit' refers to what role carry out the However, '-part' is not limited to software or hardware. The '~ unit' may be configured to reside on an addressable storage medium or may be configured to refresh one or more processors. Thus, as an example, '~' denotes components such as software components, object-oriented software components, class components, and task components, and processes, functions, properties, and procedures. , subroutines, segments of program code, drivers, firmware, microcode, circuitry, data, databases, data structures, tables, arrays, and variables. The functions provided in the components and '~ units' may be combined into a smaller number of components and '~ units' or further separated into additional components and '~ units'. In addition, components and '~ units' may be implemented to play one or more CPUs in a device or secure multimedia card.

In describing the embodiments of the present invention in detail, an example of a specific system will be mainly targeted, but the main subject matter to be claimed in the present specification is to extend the scope disclosed herein to other communication systems and services having a similar technical background. It can be applied within a range that does not deviate significantly, and this will be possible at the discretion of a person with technical knowledge skilled in the art.

1 is a diagram illustrating a product information management system 100 for a shopping mall according to an embodiment of the present invention.

Referring to FIG. 1 , a product information management system 100 for a shopping mall according to an embodiment of the present invention may include a user terminal 120 and a shopping mall server 110 . In more detail, the user who wants to sell the product can upload the product information 401 and the quantity to be sold (stock quantity information 403) of the product to be sold to the shopping mall server 110 through the user terminal 120 . and, the shopping mall server 110 may generate a product description image 410 to be displayed on the product sale page based on the product information 401 and the inventory quantity information 403 received through the user terminal 120, This may be output on the web browser 200 .

Specifically for each component, the user terminal 120 may receive product information 401 and inventory quantity information 403 on at least one product to be uploaded to the shopping mall. At this time, the subject inputting the product information 401 and the inventory quantity information 403 for the product may be a seller who wants to sell the product.

In this case, the user terminal 120 may transmit product information 401 and inventory quantity information 403 of one or more products received from the seller to the shopping mall server 110 through the communication module 220 .

In addition, the shopping mall server 110 generates a product description image 410 based on the product information 401 and the inventory quantity information 403 for at least one product received from the user terminal 120, and describes the product. The image 410 may be output on the web browser 200 .

In this case, the shopping mall server 110 may include a communication module 220 , an image generating module 310 , and a web page generating module 330 . In addition, as described below with reference to FIG. 2 , the shopping mall server 110 includes a control module 210 , an input module 230 , a communication module 220 , an output module 240 , and a storage module 250 . It may be configured, and the control module may be configured to include the image generating module 310 and the web page generating module 330 . In addition, the control module may further include an image editing module 320 and an artificial intelligence module 340 .

In this case, the communication module 220 may receive the product information 401 and the inventory quantity information 403 for at least one product from the user terminal 120 . The communication module 220 is a module capable of wired and/or wireless communication and will be described later in more detail with reference to FIG. 2 .

In this case, the image generating module 310 may generate the product description image 410 based on the product information 401 for the product and a preset template. In more detail, the image generation module 310 may generate one product description image 410 by arranging the product information for each product in a line based on a preset template, when there are a plurality of products. . At this time, since the web page is generally expanded based on vertical scrolling, it is preferable that the product description image 410 be generated so that the product information is arranged in a vertical line. In this regard, it will be described later in more detail with reference to FIG. 4 .

Also, the image generating module 310 may compare the number of products with a preset number of products threshold and adjust the number of product description images 410 to generate them. This is because even when only one product description image 410 is created, if the number of the products is too large, management is rather difficult, and the capacity of one file may become too large. For example, if the number of products is 15 and the product number threshold is 10, the product description image 410 includes the first product description image 410 including product information for 10 products and the remaining 5 products. A second product description image 410 including product information may be divided and generated.

In this case, the template is composed of a structure, a font, a design, etc. for arranging product information for the product, and is composed of one or more, allowing a seller using the user terminal 120 to directly select, or It may be configured to be selected based on an image.

In this case, the web page generating module 330 may generate a web page that outputs the product description image 410 on the web browser 200 . In more detail, the web page generation module 330 allows the product description image 410 to be uploaded to the product sales page generated in HTML, JAVA, etc., and adds the source code of the product sales page, may be modified and/or deleted.

In this case, the image editing module 320 may edit the product description image 410 based on the inventory quantity information 403 for the product. In more detail, the image editing module 320 may delete product information for a product with no inventory quantity from the product description image 410 . Through this, an embodiment of the present invention has a technical effect that it is possible to automatically remove the product information of a sold-out product without the user directly editing the product description image 410, and it is also possible to prevent the distraction of the customer. can be seen to have

2 is a block diagram of a product information management system 100 for a shopping mall according to an embodiment of the present invention.

Referring to FIG. 2 , the shopping mall server 110 includes a first control module 210 , a first communication module 220 , a first input module 230 , a first output module 240 , and/or a storage module ( 250), and the shopping mall server 110 may be a server operating the online shopping mall homepage according to an embodiment of the present invention. In addition, the user terminal 120 may include a second control module 260 , a second communication module 270 , a second input module 280 , and/or a second output module 290 .

The control modules 210 and 260 may directly/indirectly control the shopping mall server 110 and/or the user terminal 120 to implement the operations/steps/processes according to an embodiment of the present invention. In addition, the control modules 210 and 260 may include at least one processor, and the processor may include at least one central processing unit (CPU) and/or at least one graphics processing device (GPU).

In addition, the control modules 210 and 260 control information (eg, commands) based on API (Application Programming Interface), IoT (Internet of Things), IIoT (Industrial Internet of Things), and ICT (Information & Communication Technology) technologies. create and/or manage, and the like.

In particular, the first control module 210 of the shopping mall server 110 according to an embodiment of the present invention includes the image generating module 310, the image editing module 320, the web page generating module 330, and the It may include an artificial intelligence module 340 .

The communication modules 220 and 270 may transmit/receive various data, signals, and information to and from the shopping mall server 110 and/or the user terminal 120 . In addition, the communication modules 220 and 270 may include a wireless communication module (eg, a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module) or a wired communication module (eg, a local area network (LAN) communication module). module, or a power line communication module). In addition, the communication modules 220 and 270 are connected to a first network (eg, a short-range communication network such as Bluetooth, WiFi direct, or Infrared Data Association (IrDA)) or a second network (eg, a cellular network, the Internet, or a computer network (eg: It can communicate with an external electronic device through a telecommunication network such as LAN or WAN). These various types of communication modules may be integrated into one component (eg, a single chip) or may be implemented as a plurality of components (eg, multiple chips) separate from each other.

In addition, the communication module 220 of the present invention may operate based on a communication standard technology (eg, 3GPP, IEEE, etc.).

The input modules 230 and 280 transmit commands or data to be used for components of the shopping mall server 110 and/or the user terminal 120 (eg, the control module 210, etc.) to the shopping mall server 110 and/or the user terminal. It may be received from the outside of the 120 (eg, a user (eg, a first user, a second user, etc.), a manager of the shopping mall server 110 , etc.). In addition, the input modules 230 and 280 include a touch recognition capable display installed in the shopping mall server 110 and/or the user terminal 120, a touch pad, a button-type recognition module, a voice recognition sensor, a microphone, a mouse, or a keyboard. can do. Here, the touch recognition capable display, touch pad, and button type recognition module may recognize a touch through the user's body (eg, finger) through a pressure-sensitive and/or capacitive method.

The output modules 240 and 290 are signals (eg, voice signals) generated by the control modules 210 and 260 of the shopping mall server 110 and/or the user terminal 120 or obtained through the communication modules 220 and 270 . ), information, data, images, and/or various objects. For example, the output modules 240 and 290 may include a display, a screen, a displaying unit, a speaker, and/or a light emitting device (eg, an LED lamp).

The storage module 250 stores data such as a basic program, an application program, and setting information for the operation of the shopping mall server 110 and/or the user terminal 120 shopping mall. In addition, the storage module 250 is a flash memory type (Flash Memory Type), a hard disk type (Hard Disk Type), a multimedia card micro type (Multimedia Card Micro Type), a card type memory (eg, SD or XD memory) etc.), magnetic memory, magnetic disk, optical disk, RAM (Random Access Memory, RAM), SRAM (Static Random Access Memory), ROM (Read-Only Memory, ROM), PROM (Programmable Read-Only Memory), EEPROM (Electrically) Erasable Programmable Read-Only Memory) may include at least one storage medium.

Also, the storage module 250 may store personal information of a customer (a first user) who uses the shopping mall server 110 and/or the user terminal 120 , personal information of a manager (a second user), and the like. Here, personal information includes a name, ID (identifier), password, street name address, phone number, mobile phone number, email address, and/or a reward (eg, point, etc.) generated by the shopping mall server 110 . information may be included. In addition, the control modules 210 and 260 may perform various operations using various images, programs, contents, data, etc. stored in the storage module 250 .

3 is a block diagram illustrating a control module of the shopping mall server 110 according to an embodiment of the present invention.

Referring to FIG. 3 , the control module 210 of the shopping mall server 110 may include an image generating module 310 , an image editing module 320 , a web page generating module 330 , and an artificial intelligence module 340 . have.

At this time, as described above, the image generating module 310 may generate a product description image 410 based on the product information 401 for the product and a preset template, and the web page generation module 330 . may generate a web page to output the product description image 410 on the web browser 200, and the image editing module 320 may generate the product description image ( 410), and in this case, the web page creation module 330 may re-create or modify the web page to output the edited product description image 410 on the web browser 200 .

At this time, the artificial intelligence module 340 may analyze the inventory quantity and sales quantity of the product based on the artificial intelligence network, and determine the product arrangement order of the product description image 410 . In addition, the artificial intelligence module 340 analyzes the inventory quantity and sales quantity of the product by using machine learning on big data stored in the storage module 250, and the product description image 410 of the You can decide the order of product arrangement.

Also, the artificial intelligence module 340 may learn the artificial intelligence network by using the big data stored in the storage module 250 of the shopping mall server 110 as an input variable. For example, the artificial intelligence module 340 may perform learning so that an accurate correlation can be derived using a deep learning technique, which is a field of machine learning. For example, the artificial intelligence module 340 may control to learn the artificial intelligence network model by setting a plurality of existing inventory quantity information and a plurality of product description images corresponding thereto as learning data, and the artificial intelligence network learned in this way By inputting the inventory quantity information 403 of the product into the model, information on the product description image 410 (the product arrangement order) that is the output of the artificial intelligence network model can be obtained.

Also, the artificial intelligence module 340 may calculate a weight of a plurality of inputs in the function through deep learning through learning. In addition, various models such as a Recurrent Neural Network (RNN), a Deep Neural Network (DNN), and a Dynamic Recurrent Neural Network (DRNN) may be used as an AI network model used for such learning.

Here, RNN is a deep learning technique that considers current data and past data at the same time. Recurrent neural network (RNN) represents a neural network in which connections between units constituting an artificial neural network constitute a directed cycle. Furthermore, various methods may be used for a structure capable of constructing a recurrent neural network (RNN), for example, a fully recurrent network, a hopfield network, an Elman network, an ESN (Echo). State network), long short term memory network (LSTM), bi-directional RNN, continuous-time RNN (CTRNN), hierarchical RNN, and secondary RNN are representative examples. In addition, as a method for learning a recurrent neural network (RNN), methods such as gradient descent, Hessian Free Optimization, and Global Optimization Method may be used.

4 is an exemplary view showing the generation and output of a product description image 410 according to an embodiment of the present invention.

The shopping mall server 110 according to an embodiment of the present invention generates a product description sheet to be displayed on the product sale page based on the product information 401 and the inventory quantity information 403 received through the user terminal 120 . and may be output on the web browser 200 . In more detail, as described above, the communication module 220 for receiving the product information 401 and the inventory quantity information 403 for at least one product from the user terminal 120, product information for the product It may include an image generating module 310 for generating a product description image 410 based on 401 and a preset template, and an output module for outputting the product description image 410 on the web browser 200 . .

In this case, the image generating module 310 may generate the product description image 410 based on the product information 401 for the product and a preset template. In more detail, the image generation module 310 may generate one product description image 410 by arranging the product information for each product in a line based on a preset template, when there are a plurality of products. . At this time, since the web page is generally expanded based on vertical scrolling, it is preferable that the product description image 410 be generated so that the product information is arranged in a vertical line.

Referring to FIG. 4 , for example, the image generating module 310 may generate a product description image 410 based on product information about the product received from the user terminal 120 . In this case, the image generating module 310 may generate the product description image 410 by further including the inventory quantity information 403 for the product received from the user terminal 120 . However, in FIG. 4, although the inventory quantity information 403 is visually displayed on the product description image 410, this is only one embodiment for helping understanding. is not included, and may be separately displayed and/or managed in a separate section.

Also, as described above, the image generating module 310 may generate by adjusting the number of product description images 410 based on the number of products and a preset number of products threshold.

At this time, the image generating module 310 divides the product into a first group and a second group based on the inventory quantity information 403 of the product when the number of the product description images 410 is to be generated as two or more. can be created by

For example, if the criterion for distinguishing the first group from the second group is a high or low stock quantity, a product with a small inventory quantity will be sold out faster than other products, and accordingly, the product information of the product is Since the included product description image 410 will be edited more frequently, the product description image 410 can be generated by dividing the first group and the second group based on the large or small inventory quantity. .

In this case, the web page generating module 330 may generate a web page that outputs the product description image 410 generated by the image generating module 310 on the web browser 200 .

5 is an exemplary view illustrating editing of a product description image 410 according to an embodiment of the present invention.

The shopping mall server 110 according to an embodiment of the present invention may further include an image editing module 320 for editing the product description image 410 based on the inventory quantity information 403 .

In this case, as described above, the image editing module 320 may delete product information for a product with no inventory quantity from the product description image 410 . Through this, even if the user does not directly edit the product description image 410, it is possible to automatically remove the product information of the sold-out product, and it is possible to prevent the customer from being distracted.

Referring to FIG. 5 , for example, the image editing module 320 may perform editing to delete product information about a sold-out product from the product description image 410 based on the stock quantity of each product.

At this time, the image editing module 320, according to the user's selection, in the first mode for deleting product information for products with no inventory quantity from the product description image 410, in the order of products with a large inventory quantity remaining A second mode of editing the product description image 410 to list product information on the product and the product description image to list product information on the product based on an editing signal received from the user terminal 120 It may operate in any one of the third modes of editing 410 .

At this time, in the first mode, by deleting the product information on the sold out product from the product description image 410, it is possible to prevent the customer from being distracted, and in the second mode, the product with a large amount of stock is placed on the top. By arranging, it is possible to attract the attention of the customer and promote the sale of the product, and the third mode is the user of the user terminal 120 , that is, according to the will of the seller who sells the product, the main product is sold regardless of the stock quantity. This is so that it can be placed on top.

At this time, the image editing module 320 separately backs up the original to the storage module 250 before deleting the product information of a specific product from the product description image 410, and edits the copy. have. This is to bring the backed-up original without performing a new edit when the user adds the stock quantity.

In addition, the shopping mall server 110 according to an embodiment of the present invention transmits the inventory quantity information 403 update request information to the user terminal 120 when the inventory quantity information 403 for the product is less than or equal to a preset threshold. Also, when the inventory quantity information 403 is not updated during a preset request period, the image editing module 320 may delete product information for the corresponding product from the product description image 410 . This is to notify the user that the out of stock is imminent and prevent the user from editing the product description image 410 by adding the stock quantity.

In this case, the request period may be set based on a sales period per unit number of the product and an average sales period per unit number of all products.

More specifically, it may be set as in Equation 1 below.

In this case, P (Period) means the requested period, SP (Standard Period) means the standard period, AST (Average Sale Term) means the average sales period per unit number of all products, and ST (Sale Term) means ) may mean the sales period per unit number of the product. In this case, the reference period and the number of units may be changed by a user's setting.

This is because products with a short sales period per unit have a high circulation rate, and users are more likely to add an inventory quantity. Because the exchange rate is low, the user is less likely to add the inventory quantity, so that the request period for adding the inventory quantity is set to be short. In addition, a high circulation rate indicates that the product is popular, and deleting product information of a popular product from the product description image 410 may have a negative effect on the inflow of customers.

For example, if the number of units is 30, the base period is 4 days, 30 units of product A are sold on 15 days, and the average sales period per unit number of all products is 30 days, the number of units of product A is 30 The sales period per unit is 15 days, and thus the request period may be set to 8 days.

In addition, the shopping mall server 110, when transmitting the inventory quantity information 403 update request information to the user terminal 120, determines an opinion on the inventory quantity to be added based on the sales period per unit number of the product. can send

In more detail, the shopping mall server 110 determines whether to add the existing inventory quantity as it is, or to add reinforcement than the existing inventory quantity, based on the sales period per unit number of the product and the average sales period per unit number of all products. It is possible to determine an opinion on whether to add a reduction compared to the existing inventory quantity and transmit it to the user terminal 120 .

In this regard, the shopping mall server 110 may determine an opinion based on Equation 2 below.

In this case, AST (Average Sale Term) may mean an average sales period per unit number of all products, and ST (Sale Term) may mean a sales period per unit number of the corresponding product. In this case, the reference period and the number of units are set by the user (eg, information input through the user terminal 120 ) and/or as the control module 210 of the server 110 controls according to a predetermined standard. may vary. For example, the control module 210 of the server 110 may reset the reference period and/or the number of units based on product sales volume, product rating, and the like.

For example, if the number of units is 30, the sale of 30 units of product A is completed in 15 days, and the average sales period per unit number of all products is 30 days, the sales period per unit number of product A is 15 days and comments are received. Since the coefficient AST/ST is 2, which is greater than 1, the shopping mall server 110 may transmit the reinforcement opinion to the user terminal 120 .

Embodiments of the present invention disclosed in the present specification and drawings are merely provided for specific examples in order to easily explain the technical contents of the present invention and help the understanding of the present invention, and are not intended to limit the scope of the present invention. That is, it is apparent to those of ordinary skill in the art to which the present invention pertains that other modifications can be implemented based on the technical spirit of the present invention. In addition, each of the above embodiments may be operated in combination with each other as needed. For example, all embodiments of the present invention may be implemented by the system 100 , the shopping mall server 110 and/or the user terminal 120 , etc. in combination with each other in parts.

In addition, the method for controlling the system 100, the shopping mall server 110, and/or the user terminal 120 according to the present invention is implemented in the form of a program command that can be executed through various computer means and is stored in a computer-readable medium. can be recorded.

As such, various embodiments of the present invention may be embodied as computer readable code on a computer readable recording medium in a particular aspect. A computer readable recording medium is any data storage device capable of storing data that can be read by a computer system. Examples of computer readable recording media include read only memory (ROM), random access memory (RAM), and compact disk-read only memory (CD-ROM). ), magnetic tapes, floppy disks, optical data storage devices, and carrier waves (such as data transmission over the Internet). The computer readable recording medium may also be distributed over network-connected computer systems, so that the computer readable code is stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for achieving various embodiments of the present invention may be easily interpreted by programmers skilled in the field to which the present invention is applied.

In addition, it will be appreciated that the apparatus and method according to various embodiments of the present invention can be realized in the form of hardware, software, or a combination of hardware and software. Such software may contain, for example, a volatile or non-volatile storage device, such as a ROM, or a memory, such as, for example, RAM, a memory chip, device or integrated circuit, whether erasable or rewritable, or For example, the storage medium may be stored in an optically or magnetically recordable storage medium such as a compact disk (CD), DVD, magnetic disk or magnetic tape, and at the same time, a machine (eg, computer) readable storage medium. The method according to various embodiments of the present invention may be implemented by a computer or a mobile terminal including a control unit (control module 210, 260) and a memory, and such a memory may contain instructions for implementing the embodiments of the present invention. It will be appreciated that it is an example of a machine-readable storage medium suitable for storing a program or programs including the program.

Accordingly, the present invention includes a program including code for implementing the apparatus or method described in the claims of the present specification, and a machine (computer, etc.) readable storage medium storing such a program. Further, such a program may be transmitted electronically over any medium, such as a communication signal transmitted over a wired or wireless connection, and the present invention suitably includes the equivalent thereof.

The embodiments of the present invention disclosed in the present specification and drawings are merely provided for specific examples to easily explain the technical contents of the present invention and help the understanding of the present invention, and are not intended to limit the scope of the present invention. In addition, the embodiments according to the present invention described above are merely exemplary, and it will be understood by those skilled in the art that various modifications and equivalent ranges of embodiments are possible therefrom. Accordingly, the true technical protection scope of the present invention should be defined by the following claims.

100: product information management system for shopping mall
110: shopping mall server
120: user terminal
200: web browser
310: image creation module
320: image editing module
330: web page creation module
340: artificial intelligence module
401 : Product information
403: inventory quantity information
410: product description image

Claims (10)

a user terminal for receiving product information and inventory quantity information for at least one product to be uploaded to the shopping mall; and
a shopping mall server that generates a product description image based on at least one or more of the product information and stock quantity information received from the user terminal, and outputs the product description image on a web browser; including,
The shopping mall server,
a communication module for receiving product information and the inventory quantity information on at least one product from the user terminal;
an image generating module for generating a product description image based on product information on the product and a preset template;
a web page generating module for generating a web page for outputting the product description image on a web browser;
an image editing module for editing the product description image based on the inventory quantity information; and
An artificial intelligence module that sets a plurality of inventory quantity information and a plurality of product description images corresponding to it as learning data, and determines the product arrangement order of product description images by analyzing the inventory quantity and sales quantity of products based on the learned artificial intelligence network including,
The image generation module,
When there are a plurality of the products, one product description image is generated by arranging the product information for each product in a line according to the product arrangement order in a preset template,
The shopping mall server,
an image editing module for editing the product description image based on the inventory quantity information; further comprising,
The image editing module,
According to the user's choice,
a first mode for deleting product information for a product with no inventory quantity from the product description image;
a second mode of editing the product description image to list product information on the products in the order of the products with a large amount of inventory remaining; and
a third mode for editing the product description image to list product information on the product based on the editing signal received from the user terminal; works either way,
The shopping mall server,
When the inventory quantity information for a specific product is less than or equal to a preset threshold through the communication module, sending inventory quantity information update request information to the user terminal,
The image editing module,
If the inventory quantity information is not updated during the preset request period, the product information for the product is deleted from the product description image,
The request period is set based on Equation 1 based on the sales period per unit number of the product and the average sales period per unit number of all products,
[Equation 1]

The shopping mall server,
When transmitting the inventory quantity information update request information, an opinion on whether to reinforce the inventory quantity to be added based on the sales period per unit number of the product is also transmitted;
The product information management system for a shopping mall, characterized in that the reinforcing opinion is determined based on Equation (2).
[Equation 2]

delete delete delete delete delete delete delete The method according to claim 1,
The image generation module,
The product information management system for a shopping mall, characterized in that the number of products and the number of product description images are adjusted and generated based on a preset product number threshold. 10. The method of claim 9,
The image generation module,
A product information management system for a shopping mall, characterized in that when a plurality of product description images are generated, the product information is divided and generated based on the inventory quantity information of the product.

Images