KR102539036B1 - Purchasing agent system for mass registration of product - Google Patents

Abstract

The present invention relates to a purchasing agent system and method capable of registering products in bulk, and specifically, a purchasing agent system capable of registering large quantities of products that can support the sale of products as a purchasing agent so that overseas products can be registered and sold in large quantities in a purchasing agent manner. It is about. To this end, the purchase agency system capable of registering products in bulk is a product search unit that searches a plurality of sales pages through overseas shopping malls according to product keywords input from the seller terminal through the agency service, and crawls from each of the plurality of sales pages. A translation unit that detects product information and translates it into a native language, individually verifies the authenticity of a plurality of sales pages based on the number of sales records identified in the related pages of each sales page, and at least one A filtering unit for filtering sales pages, collecting product information of the at least one sales page and generating a registration list source file for mass registration in a domestic shopping mall at once, requesting shopping mall information and margin information from the seller terminal A source file management unit and an integrated management unit that converts the registration list source file into customized data based on the shopping mall information, updates the customized data with a sales price adjusted according to the margin information, and provides it through the agency service. .

Description

Purchasing agent system capable of mass registration of products {PURCHASING AGENT SYSTEM FOR MASS REGISTRATION OF PRODUCT}

The present invention relates to a purchasing agent system and method capable of registering products in large quantities, and more specifically, to a purchasing agent system capable of registering products in large quantities capable of registering and selling foreign products in large quantities in an agent purchasing method.

In recent years, the number of users who want to purchase products at local prices overseas using overseas sites is increasing. This is because an increasing number of consumers want to purchase products directly at a lower price by eliminating the price difference caused by the high distribution margin that occurs when products sold abroad are imported into Korea.

Therefore, as a method for consumers to make purchases directly using overseas sites, a method in which consumers use a purchasing agency site is being used. As a related technology, Korean Patent Publication No. 10-2015-0029850 discloses that a purchasing agency server is Maintaining a cart information database in which cart information including product information of one user is stored, providing at least one of the cart information stored in the cart information database to a second user different from the first user, and then receiving information from the second user Receiving a selection of at least one of the provided cart information, applying the selected cart information to the current cart information of the second user for overseas purchase agency, and receiving confirmation of the current cart information from the second user. An Internet purchase agency service method combining overseas purchase agency and cart sharing to be disclosed.

However, while the conventional overseas purchase agency system and overseas purchase agency service method described above are the methods described from the user side, there is a demand for a system that enables sellers to easily register foreign products in large quantities.

Republic of Korea Patent Publication No. 10-2015-0029850

The present invention is to solve the above problems, and an object of the present invention is to provide a purchasing agent system capable of registering large quantities of products that can provide customized data so that overseas products can be registered and sold in large quantities by proxy purchasing method. It is to do.

In addition, it is to provide a purchasing agency system capable of registering products in bulk, providing a simulation web page for customized data in a preview mode and providing design data of a purchasing agency page to be registered in a domestic shopping mall.

In addition, a purchasing agent system capable of mass registration of products that can provide transaction slips by determining whether a plurality of products sold on the purchasing agent page are unsafe products or not, and automatically accounting for sales information for any one product sold. is to provide

In addition, it is to provide a purchasing agency system capable of mass registration of products that can link an artificial intelligence-based defect diagnosis model to a purchasing agency page.

The above and other objects and advantages of the present invention will become apparent from the following description of preferred embodiments.

In order to achieve the above object, a purchasing agency system capable of registering products in bulk according to an embodiment of the present invention searches a plurality of sales pages through an overseas shopping mall according to product keywords input from a seller terminal through an agency service. A product search unit, a translation unit that detects product information crawled from each of the plurality of sales pages and translates it into a native language, and verifies the authenticity of a plurality of sales pages based on the number of sales records identified in related pages of each sales page. A filtering unit that individually verifies and filters at least one sales page whose authenticity has been verified, collects product information of the at least one sales page, and creates a registration list source file for mass registration in a domestic shopping mall at once. A source file management unit requesting shopping mall information and margin information from the seller terminal and converting the registration list source file into customized data based on the shopping mall information, and updating the selling price adjusted according to the margin information to the customized data and an integrated management unit provided through the agency service.

In an embodiment, the integrated management unit provides a simulation web page for the customized data in a preview mode through the agency service, and based on editing information input through a design editing tool activated in the preview mode, the domestic It creates and provides the design data of the purchase agent page to be registered in the shopping mall.

In an embodiment, the integrated management unit selects a purchasing agency page of another seller based on a sales ranking searched through the domestic shopping mall according to the product information, and converts design data detected from the purchasing agency page of the other seller into a popular template. recommended as

In an embodiment, the source file management unit has a page input unit that receives an input of a purchase agency page from the seller terminal through the proxy service, whether or not a plurality of sale products detected from the purchase agency page correspond to a list of pre-registered unsafe products Based on the determination unit for individually determining one of suitable and unsuitable products for the plurality of products for sale, and when any one of the plurality of products for sale is determined to be a suitable product, any one of the above Transaction slips are generated and provided to the seller terminal as sales information on products for sale is automatically accounted for.

In an embodiment, the automatic management unit automatically deletes the other product from the purchase agency page when another one of the plurality of sale products is determined to be an unsuitable product.

In an embodiment, when the number of sales pages of the same selling product searched according to the product information is equal to or greater than a predetermined number, the automatic management unit provides an alternative product creation tool that supports to produce a domestic alternative product corresponding to the category of the product information. It is provided to the seller terminal through an agency service.

In an embodiment, the automatic management unit provides a logo attachment tool for branding by attaching a personal logo to the product information to the seller terminal through the agency service, when the number of sales pages for the same product is less than a preset number. .

In an embodiment, the integrated management unit is an image classification unit that classifies at least one defective image from a plurality of previously collected defective images based on a product category of a purchase agency page input from the seller terminal through the agency service. , an object detection unit for detecting product objects from the at least one defective image, a learning unit for generating an artificial intelligence-based defect diagnosis model by learning the product objects through machine learning, and using the defect diagnosis model as a basis for the purchasing agency page. A diagnosis unit for diagnosing whether or not a product for sale is defective based on an output value derived from applying a product shooting image uploaded through an image upload menu of an interlocking unit linked to a set location and an image upload menu of the purchase agent page to the defect diagnosis model. include

According to an embodiment of the present invention, it is possible to support mass registration and sale of overseas products in a purchasing agency manner.

In addition, various follow-up management services can be provided for a purchase agency page to be registered in a domestic shopping mall.

1 is a diagram schematically illustrating a purchase agent system 100 capable of registering products in bulk according to an embodiment of the present invention.
FIG. 2 is a block diagram showing an embodiment of the source file management unit 140 of FIG. 1 .
FIG. 3 is a block diagram showing an embodiment of the integrated management unit 150 of FIG. 1 .

Hereinafter, the present invention will be described in detail with reference to embodiments and drawings of the present invention. These examples are only presented as examples to explain the present invention in more detail, and it will be apparent to those skilled in the art that the scope of the present invention is not limited by these examples. .

In addition, unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of skill in the art to which this invention belongs, and in case of conflict, this specification including definitions of will take precedence.

In order to clearly explain the proposed invention in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification. And, when a certain component is said to "include", this means that it may further include other components without excluding other components unless otherwise stated. Also, a “unit” described in the specification means one unit or block that performs a specific function.

In each step, the identification code (first, second, etc.) is used for convenience of description, and the identification code does not describe the order of each step, and each step does not clearly describe a specific order in context. It may be performed differently from the order specified above. That is, each step may be performed in the same order as specified, may be performed substantially simultaneously, or may be performed in the reverse order.

1 is a diagram schematically illustrating a purchase agent system 100 capable of registering products in bulk according to an embodiment of the present invention.

Referring to FIG. 1, the purchase agency system 100 capable of registering products in bulk includes a product search unit 110, an information detection unit 120, a filtering unit 130, a source file management unit 140, and an integrated management unit 150. ) may be included.

First, the product search unit 110 may search a plurality of sales pages through an overseas shopping mall according to a product keyword received from the seller terminal 10 through an agency service.

Here, the overseas shopping mall is any one of Ali Express, Amazon, and Tiobao, and each sales page may mean a web page that sells products searched for according to product keywords.

At this time, the proxy service is an app or program provided and installed in the seller terminal 10 through a web server (not shown), and may provide a web page for inputting product keywords. This agency service can be implemented as a graphic user interface that receives and selects product keywords and response information through at least one of text, voice recording, image shooting, image-based touch input, and image upload through a web page. .

Next, the information detection unit 120 may detect product information crawled from each of a plurality of sales pages and translate it into the native language.

Here, the product information may include a page address, inventory quantity, product name, product category, product price, product image, product details, related pages, seller information, and an identification number.

Next, the filtering unit 130 individually verifies the authenticity of a plurality of sales pages based on the number of sales records identified in the related pages of each sales page, and filters out at least one sales page whose authenticity is verified. can

Here, the related page may be a page linked to a sales page and used to check a sales history of other products of a corresponding seller.

For example, when the number of sales records identified in the related pages of each sales page is greater than or equal to a preset number, the filtering unit 130 may verify the authenticity of the corresponding sales page as normal. In addition, when the number of sales history identified in the related page of each sales page is less than the predetermined number, the filtering unit 130 may verify the authenticity of the corresponding sales page as abnormal.

Next, the source file management unit 140 generates a registration list source file for mass registration in a domestic shopping mall at once using product information of at least one sales page, and provides the shopping mall information and margin information to the seller through an agency service. A request can be made to the terminal 10.

Here, the registration list source file may refer to a table in which input properties required by a corresponding web page are listed when a purchase agent page is created in a domestic shopping mall. For example, the input attributes may include at least one of seller product number, representative image, category, domestic product name, selling price, stock quantity, detailed information, option status, overseas shopping mall site name, collection date, and registration date.

At this time, the shopping mall information may mean any one of Coupang, Gmarket, Auction, 11th Street, and Naver Smart Store, and the margin information may mean a profit ratio to product prices.

Next, the integrated management unit 150 converts the registration list source file into customized data based on the shopping mall information received from the seller terminal 10 through the agency service, and updates the selling price adjusted according to the margin information to the customized data. It can be provided to the seller terminal 10 through an agency service.

Here, the customized data may be input data for generating a purchase agent page registered according to a domestic shopping mall.

According to an embodiment, the integrated management unit 150 may provide a simulated web page for customized data to the seller terminal 10 in a preview mode through an agency service.

Based on the editing information received through the design editing tool activated in the preview mode, the integrated management unit 150 may generate design data of a purchasing agent page to be registered in a domestic shopping mall and provide it to the seller terminal 10 .

Here, the purchase agency page may be a web page created by a seller in a domestic shopping mall according to customized data in order to sell overseas products of at least one sales page in an agency manner. In this case, the design data may be data for adjusting the font, layout, and color design of the purchasing agent page.

According to another embodiment, when providing the preview mode, the integrated management unit 150 deactivates the design editing tool based on the respiration and heartbeat signals detected through a laser sensor (not shown) provided in the seller terminal 10. can make it

According to another embodiment, the integrated management unit 150 may select a purchasing agent page of another seller based on a sales ranking searched through a domestic shopping mall according to product information. At this time, the integrated management unit 150 may recommend the design data detected from the purchase agent page of another seller to the seller terminal 10 .

According to another embodiment, the integrated management unit 150 allows the seller terminal 10 to have a break time of a certain time based on the connection time connected from the seller terminal 10 through the agency service and the preset overwork prevention time. The agency service for can be deactivated for a certain period of time.

According to another embodiment, the integrated management unit 150 may search for new products that are not handled in domestic shopping malls in a related page of product information and recommend them as recommended products to the seller terminal 10 through an agency service.

According to another embodiment, the integrated management unit 150 analyzes the color information of the purchasing agent page based on the predetermined style characteristic information detected from the seller image periodically transmitted from the seller terminal 10 through the agency service It may be recommended to the seller terminal 10 through the agency service.

According to another embodiment, the integrated management unit 150 may selectively provide responsive content to the seller terminal 10 based on the eyelid object detected from the seller image.

Here, the responsive content for safety education may be content for providing a question-and-answer service for legal materials related to purchasing agency.

Hereinafter, the configuration of the present invention and its effects will be described in more detail through specific examples and comparative examples. However, these examples are for explaining the present invention in more detail, and the scope of the present invention is not limited to these examples.

FIG. 2 is a block diagram showing an embodiment of the source file management unit 140 of FIG. 1 .

Referring to FIGS. 1 and 2 , the source file management unit 140 may include a page input unit 141 , a determination unit 142 and an automatic management unit 143 .

First, the page input unit 141 may receive a purchase agent page generated in a domestic shopping mall according to customized data from the seller terminal 10 through an agent service.

Next, the determination unit 142 individually determines one of suitable and unsuitable products for a plurality of products for sale based on whether a plurality of products for sale detected from the purchase agent page and a list of pre-registered unsafe products correspond. can judge

Here, the unsafe product list may mean a list of products designated as unsafe products by the Ministry of Trade, Industry and Energy, the Ministry of Environment, and the Ministry of Food and Drug Safety.

Next, the automatic management unit 143 automatically accounts for sales information on any one product that is checked at regular intervals from the purchasing agent page when any one of the plurality of sales products is determined to be a suitable product. A transaction slip may be generated and provided to the seller terminal 10 .

According to an embodiment, the automatic management unit 143 may automatically delete another product from the purchase agent page when another one of the plurality of sale products is determined to be an unsuitable product.

According to another embodiment, the automatic management unit 143 may provide the seller terminal 10 with the number of sales pages of the same sales product searched through a domestic shopping mall according to product information in real time through an agency service.

According to another embodiment, the automatic management unit 143 supports to produce a domestic alternative product corresponding to the category of product information when the number of sales pages for the same product sold through a domestic shopping mall is greater than or equal to a preset number according to product information. An alternative product production tool to be used may be provided to the seller terminal 10 through an agency service.

According to another embodiment, the automatic management unit 143 uses a logo attachment tool for branding by attaching a personal logo to the product information when the number of sales pages for the same sales product searched through a domestic shopping mall is less than a preset number according to the product information. It may be provided to the seller terminal 10 through an agency service.

FIG. 3 is a block diagram showing an embodiment of the integrated management unit 150 of FIG. 1 .

1 and 3, the integrated management unit 150 includes a collection unit 151, an object classification unit 152, a learning unit 153, a page application unit 154 and a diagnosis unit 155. can do.

First, the image classification unit 151 may classify at least one bad image from a plurality of pre-collected bad images based on the product category of the purchasing agent page input from the seller terminal 10 through the agency service. .

Next, the object detection unit 152 may detect product objects from at least one defective image.

Next, the learning unit 153 may learn product objects through machine learning to generate an AI-based defect diagnosis model for each product category.

Here, the artificial intelligence-based defect diagnosis model may be an artificial neural network (ANN) learned through machine learning using defective images as inputs and output values corresponding to product categories as outputs.

In other words, this artificial intelligence-based defect diagnosis model is an algorithm that receives defective images and outputs output values for each product category. Artificial Neural Network, SVM (Support Vector Machine), Decision Tree It may be any one of random forest algorithms.

For example, an artificial neural network is a statistical learning algorithm that is mainly used in deep learning and is inspired by neural networks in machine learning and biology, and may be a convolutional neural network including a feature extraction neural network and a classification neural network. At this time, the convolutional neural network is a type of deep feed-forward artificial neural network used to analyze visual images, and can be divided into processes of extracting features of images and classifying them, and extracting and extracting features of specific images. Images can be recognized based on their features.

Specifically, the feature extraction neural network proceeds by sequentially stacking the convolution layer and the pooling layer on the input signal. The convolution layer contains convolution operations, convolution filters, and activation functions. The calculation of the convolution filter is adjusted according to the matrix size of the target input, but a 9X9 matrix is generally used. The activation function may generally use a ReLU function, a sigmoid function, a tanh function, and the like, but is not limited thereto. The pooling layer is a layer that reduces the matrix size of the input, and uses a method of extracting a representative value by grouping pixels in a specific area. In general, the average value or the maximum value is often used for the calculation of the pooling layer, but is not limited thereto. The operation is performed using a square matrix, and a 9X9 matrix is generally used. The convolutional layer and the pooling layer are alternately repeated until the corresponding input is sufficiently small while maintaining the difference.

Also, a classification neural network has a hidden layer and an output layer. Such a classification neural network generally includes 5 or more hidden layers, and the number of nodes in each hidden layer can be designated as 80, but it is possible to set more than 80 in some cases. The activation function of the hidden layer uses a ReLU function, a sigmoid function, a tanh function, and the like, but is not limited thereto.

Next, the interlocking unit 154 may interlock the artificial intelligence-based defect diagnosis model generated through the learning unit 153 with a preset location of the purchasing agency page.

Next, the diagnosis unit 155 converts a product shooting image uploaded from one of the plurality of purchaser terminals 20_1 to 20_N through the image upload menu from any one buyer terminal (eg, 20_1) to an artificial intelligence-based defect diagnosis model. Based on the output value derived from application, it is possible to diagnose whether or not the product for sale on the purchasing agency page is defective.

At this time, when any one sold product is diagnosed as defective through the defect diagnosis model, the diagnosis unit 155 generates a file for exchange processing for the sold product and provides it to the seller terminal 10, and at the same time, any one buyer A refund procedure service may be provided to the terminal (eg, 20_1).

In this specification, only a few examples of various embodiments performed by the present inventors are described, but the technical spirit of the present invention is not limited or limited thereto, and can be modified and implemented in various ways by those skilled in the art, of course.

10: Seller terminal
100: Purchasing agency system
110: product search unit
120: information detection unit
130: filtering unit
140: source file management unit
150: integrated management department

Claims (8)

A product search unit that searches a plurality of sales pages through an overseas shopping mall according to product keywords input from a seller terminal through an agency service;
a translator for detecting product information crawled from each of the plurality of sales pages and translating it into a native language;
a filtering unit which individually verifies the authenticity of the plurality of sales pages based on the number of sales records identified in the related pages of each sales page, and filters out at least one sales page whose authenticity is verified;
a source file management unit that collects product information of the at least one sales page and generates a registration list source file for mass registration in a domestic shopping mall at once, and requests shopping mall information and margin information from the seller terminal; and
An integrated management unit that converts the registration list source file into customized data based on the shopping mall information, updates the customized data with a selling price adjusted according to the margin information, and provides it through the agency service;
The integrated management unit includes an image classification unit classifying at least one defective image from a plurality of pre-collected defective images based on a product category of a purchase agency page received from the seller terminal through the agency service;
an object detection unit detecting product objects from the at least one defective image;
a learning unit learning the product objects through machine learning to generate an artificial intelligence-based defect diagnosis model;
an interlocking unit that interlocks the defect diagnosis model with a predetermined location of the purchase agent page; and
Based on the output value derived from applying the product shooting image uploaded through the image upload menu of the purchasing agent page to the defect diagnosis model, a diagnosis unit for diagnosing whether or not the product is defective, capable of registering products in bulk. Purchasing agency system. According to claim 1,
The integrated management unit provides a simulation web page for the customized data in a preview mode through the agency service,
Based on the editing information received through the design editing tool activated in the preview mode, the design data of the purchasing agent page to be registered in the domestic shopping mall is created and provided. According to claim 1,
The integrated management unit selects a purchasing agent page of another seller based on the sales ranking searched through the domestic shopping mall according to the product information,
A purchasing agent system capable of registering products in bulk, recommending design data detected from the purchase agent page of the other seller as a popular template. According to claim 1,
The source file management unit includes a page input unit that receives an input of a purchase agency page from the seller terminal through the agency service;
a determination unit that individually determines one of suitable and unsuitable products for the plurality of products for sale based on whether a plurality of products for sale detected from the purchase agent page and a list of pre-registered unsafe products correspond; and
When any one of the plurality of sale products is determined to be a suitable product, an automatic management unit for generating a transaction slip and providing it to the seller terminal by automatically accounting the sales information for the one sale product. Including, a purchasing agency system capable of registering products in bulk. According to claim 4,
Wherein the automatic management unit automatically deletes the other product from the purchase agent page when another one of the plurality of products for sale is determined to be an unsuitable product, a purchasing agent system capable of registering products in bulk. According to claim 4,
The automatic management unit, when the number of sales pages for the same sales product searched according to the product information is greater than or equal to the preset number,
A purchase agency system capable of registering products in bulk, providing an alternative product creation tool to the seller terminal through the agency service to support production of domestic alternative products corresponding to the category of product information. According to claim 6,
When the number of sales pages for the same product sold by the automatic management unit is less than the preset number,
A purchase agency system capable of registering products in bulk, providing a logo attachment tool for branding by attaching a personal logo to the product information to the seller terminal through the agency service. delete

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