KR20240074202A - Online shopping mall operating system based on AI big data through skin care diagnosis - Google Patents

Abstract

The present invention relates to an online shopping mall operating system based on AI big data through skin care diagnosis, and includes skin information from customers who wish to purchase skin care products, including image information, video information, text information, and question-and-answer information. A customer terminal that receives and provides input, connects to a shopping mall selling the skin care products, makes a purchase decision for the skin care product desired to be purchased, and performs payment; Provide skin care product information to the customer terminal online, process payment according to the purchase decision and send the product to the customer, and send advertising information about new skin care products or new products scheduled to be released to the customer terminal. Shopping mall server provided by; By analyzing the skin information of customers accessing the shopping mall server through the skin information of each customer or the statistical customer skin information corresponding to multiple customers, the customer skin information provided from the customer terminal is analyzed according to the current skin information or customer demands. Receives skin care information corresponding to the management direction and stores it in the database, analyzes the received skin information or skin care information based on artificial intelligence through an artificial intelligence processing unit, and analyzes the received skin care information based on the skin care direction required for the customer. The shopping mall server It recommends skin care products on sale, and if there are skin care products that are not sold on the shopping mall server, ordering information is generated from the producer of the skin care product and a request is made to place an order, and the ordered skin care product is requested. an operation server that generates advertising information to be output to the shopping mall server or to the customer terminal; And when an order request occurs from the operation server, the production product (item) and production volume are confirmed, the production contract is processed according to the production, and the product information required for the above advertising information for the produced product is provided along with the production of the product according to the production contract. It is configured to include a producer server provided by the operation server.

Description

Online shopping mall operating system based on AI big data through skin care diagnosis}

The present invention relates to an online shopping mall operation system based on AI big data through skin care diagnosis. More specifically, it diagnoses the skin condition of customers (users) and performs product recommendation, product production, and product marketing accordingly. This is about an online shopping mall operation system based on AI big data through skin care diagnosis that can efficiently run an online shopping mall.

In general, human skin begins to age after the late 20s. As aging progresses, elastin in the skin decreases and cross-linking of collagen increases, causing loss of elasticity, discoloration, and wrinkles.

Symptoms of skin aging include excessive accumulation of dead skin cells and dry appearance, thinning of the epidermis, which causes freckles, hyperpigmentation, blemishes, and age spots, enlarged pores, which make the skin look dull, loss of elasticity, and sagging skin and wrinkles.

In order to improve this aging phenomenon, various skin care devices are being developed, and skin care stores are also popular. Conventionally, methods such as various functional cosmetics, skin massage, skin care masks, and use of photo-chemical action are mainly used. For example, various technologies for improving skin aging are disclosed in Korean Patent Publication Nos. 10-1546209, 10-1447853, and 10-1577207.

However, in the prior art, it was not possible to diagnose the user's skin with a single device and only simply cared for the user's various skin conditions without considering the condition, so there was a limit to obtaining a skin improvement effect.

In order to protect the skin normally and keep it healthy, appropriate exercise, nutrition, adequate rest, and skin care tailored to your skin type must be performed. However, skin is different for each individual, and even for the same age and skin type, there are significant differences depending on the internal and external environment of each individual. For example, drinking, eating habits, smoking, exposure to polluted environments, exposure to ultraviolet rays due to ozone layer destruction, various stresses, and seasonal factors can have a serious impact on the skin, leading to a decrease in skin function and even skin problems. The number of cases leading to this condition is increasing.

Therefore, the optimal skin care products and services tailored to each individual's skin condition can be used to restore or maintain a healthy skin condition for each user. However, due to the nature of mass production of existing cosmetics, users must use the optimal skin care products and services to suit their skin condition. It is difficult to select and use the most suitable product for the condition, and it is also difficult for users to select and receive the most suitable service for themselves among professional skin care services provided by dermatologists or skin care shops, and it is also difficult for users to select and receive the service that is most suitable for them among professional skin care services. It is also very difficult for users to select and use the optimal food that best suits their skin condition.

Republic of Korea Patent Application No. 10-2017-0165871 “Customized Cosmetic Analysis and Recommendation System” (filed on December 5, 2017) In the case of the prior art disclosed in the above <Patent Document>, there is a concept of analyzing and recommending customized cosmetic products. , the specific technical content is limited to analyzing cosmetics reviews and providing cosmetics reviews tailored to the user so that the user can select the cosmetics that are right for them based on that information.

Accordingly, the needs of consumers are increasing for services that provide total solutions such as cosmetic products, skin care services, and customized foods used for skin care of users while ensuring more accuracy and reliability.

In addition, in the online industry structure resulting from the rapid growth of the online market, there is a great demand in the shopping mall market for companies to accurately analyze the needs of skin-related consumers and provide customized information accordingly.

KR Registered Patent No. 10-2234913 KR Registered Patent No. 10-2235105 KR Public Patent No. 10-2021-0154330

The present invention to solve the above problems improves customer satisfaction in the online shopping mall market dedicated to skin care in accordance with the rapid growth of the online shopping mall market, and integrates the provision of customized products, product marketing, and product production, resulting in The purpose is to provide an online shopping mall dedicated to skin care with high convenience and satisfaction between consumers and suppliers.

In particular, the present invention is a shopping mall operation system that can lead to a quick and accurate profit structure on the supplier side by realizing artificial intelligence-based skin diagnosis, product production and supply that can increase sales based on the diagnosis results, and customer-tailored marketing. We would like to provide.

The present invention to achieve the above object is to receive skin information from customers who wish to purchase skin care products, including image information, video information, text information, and question-and-answer information, and provide the skin care products. A customer terminal that accesses a shopping mall selling products, makes a purchase decision for the skin care product desired to be purchased, and makes a payment; Provide skin care product information to the customer terminal online, process payment according to the purchase decision and send the product to the customer, and send advertising information about new skin care products or new products scheduled to be released to the customer terminal. Shopping mall server provided by; By analyzing the skin information of customers accessing the shopping mall server through the skin information of each customer or the statistical customer skin information corresponding to multiple customers, the customer skin information provided from the customer terminal is analyzed according to the current skin information or customer demands. The shopping mall server receives skin care information corresponding to the management direction and stores it in a database, analyzes the received skin information or skin care information based on artificial intelligence through an artificial intelligence processing unit, and analyzes the received skin care information or skin care information based on the skin care direction required for the customer. It recommends skin care products on sale, and if there are skin care products that are not sold on the shopping mall server, ordering information is generated from the producer of the skin care product and a request is made to place an order, and the ordered skin care product is requested. an operation server that generates advertising information to be output to the shopping mall server or to the customer terminal; And when an order request occurs from the operation server, the production product (item) and production volume are confirmed, the production contract is processed according to the production, and the product information required for the above advertising information for the produced product is provided along with the production of the product according to the production contract. It is configured to include a producer server provided by the operation server.

In addition, the operation server provides a collection tool to collect the customer's skin information or skin care information from the customer terminal into image information, video information, text information, and question-and-answer information, and collects the customer's skin information through this tool. A skin information collection department that collects information and skin care information; Based on the skin information and skin care information collected through the skin information collection unit, the current skin condition is diagnosed, and information about the skin is processed for skin improvement and skin care methods accordingly, and big data is collected through the artificial intelligence processing unit. a skin information processing unit that processes skin-based information; If the product requested by the customer based on the skin information processed by the skin information processing unit is a skin product that is not registered in the shopping mall server, a product creation unit for generating product information to produce the product and providing it to the producer server ; and a marketing information generation unit that generates marketing information about products requested by customers based on the skin information processed by the skin information processing unit.

In addition, the producer server processes the customer's skin information in the operation server, and if recommended product information is generated but a skin care product that is not sold on the shopping mall server is generated, when an order for the skin care product is requested, the produced product, It is comprised of a contract processing unit 110 that receives contract information including production volume, production price, and delivery schedule and contracts with the ordering party.

The present invention, constructed and operated as described above, not only diagnoses the customer's skin condition and recommends related products, but also determines the item to be supplied, determines the production volume, and performs a marketing strategy for the supplier based on the skin diagnosis information, There is an advantage in operating an online shopping mall that minimizes business risks and responds quickly to customer needs.

In addition, the present invention contributes to the accuracy of skin-related product production information such as the supplier's (producer's) production volume and production time based on this along with artificial intelligence-based skin diagnosis, resulting in product targeting and rapid sales increase. There is an advantage.

In addition, the present invention has the effect of establishing key elements of direct customer influx and purchase decisions by utilizing artificial intelligence-based skin diagnosis result data and applying it as shopping mall marketing information.

1 is an overall configuration diagram of an online shopping mall operation system based on AI big data through skin care diagnosis according to the present invention;
Figure 2 is a detailed configuration diagram of an operating server in an online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention;
Figure 3 is a diagram showing an example of skin care diagnosis in an online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention;
Figure 4 is another detailed configuration diagram of the operation server in the AI big data-based online shopping mall operation system through skin care diagnosis according to the present invention;
Figure 5 is an embodiment for implementing linkage with producers in an AI big data-based online shopping mall operating system through skin care diagnosis according to the present invention;
Figure 6 is a diagram showing an example of marketing implementation of a shopping mall in an online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention.

Hereinafter, with reference to the attached drawings, the online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention will be described in detail as follows.

The online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention collects skin information from customers who wish to purchase skin care products, including image information, video information, text information, and question-and-answer information. A customer terminal that receives and provides input, connects to a shopping mall selling the skin care products, makes a purchase decision for the skin care product desired to be purchased, and performs payment; Provides skin care product information to the customer terminal online, processes payment according to purchase decision and sends the product to the customer, and sends advertising information about new skin care products or new products scheduled to be released to the customer terminal. Shopping mall server provided by; By analyzing the skin information of customers accessing the shopping mall server through the skin information of each customer or the statistical customer skin information corresponding to multiple customers, the customer skin information provided from the customer terminal is analyzed according to the current skin information or customer demands. The shopping mall server receives skin care information corresponding to the management direction and stores it in a database, analyzes the received skin information or skin care information based on artificial intelligence through an artificial intelligence processing unit, and analyzes the received skin care information or skin care information based on the skin care direction required for the customer. It recommends skin care products on sale, and if there are skin care products that are not sold on the shopping mall server, ordering information is generated from the producer of the skin care product and a request is made to place an order, and the ordered skin care product is requested. an operation server that generates advertising information to be output to the shopping mall server or to the customer terminal; And when an order request occurs from the operation server, the production product (item) and production volume are confirmed, the production contract is processed according to the production, and the product information required for the above advertising information for the produced product is provided along with the production of the product according to the production contract. It is configured to include a producer server provided as the operation server.

The online shopping mall operation system based on AI big data through skin care diagnosis according to the present invention recommends customized skin care products, skin diagnosis, and provides skin care information through artificial intelligence-based customer skin care diagnosis. Based on the customer's skin information, new products (or remanufactured products, etc.) that customers need can be linked with skin care product producers to produce products at the same time. User-customized skin care product sales, production, and marketing can be implemented at the same time. It has technical characteristics for providing online shopping mall services.

Figure 1 is an overall configuration diagram of an online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention.

The present invention broadly includes a customer terminal 100 that provides skin information in order for a customer to access a shopping mall to purchase a product or diagnose his or her skin, and provides an online shopping mall to the customer terminal and provides the corresponding product when the customer orders. A shopping mall server 300 that receives skin information from the customer terminal 100 and performs skin information analysis, skin information information, product information, product production order, etc., and the operation server 200. It is configured to include a producer server 400 that receives order information from and produces the product.

The customer terminal 100 inputs the customer's skin information including image information, video information, text information, and question-and-answer information from the customer who wishes to purchase a skin care product and provides the resulting result to the operation server 200. A value is provided, and a product according to the result is recommended, which is linked to the shopping mall server 300 and processed so that the product can be purchased.

The customer terminal or participant terminal according to the present invention is, for example, a wireless communication device that guarantees portability and mobility, and is compatible with not only smartphones, tablet PCs, and wearable devices, but also Bluetooth (BLE, Bluetooth Low Energy) and NFC. , may include various devices equipped with communication modules such as RFID, ultrasonic, infrared, WiFi, and LiFi. In addition, "network" refers to a connection structure that allows information exchange between nodes such as terminals and servers, including a local area network (LAN), a wide area network (WAN), and the Internet. (WWW: World Wide Web), wired and wireless data communication network, telephone network, wired and wireless television communication network, etc. Examples of wireless data communication networks include 3G, 4G, 5G, 3GPP (3rd Generation Partnership Project), LTE (Long Term Evolution), WIMAX (World Interoperability for Microwave Access), Wi-Fi, Bluetooth communication, infrared communication, and ultrasound. This includes, but is not limited to, communication, Visible Light Communication (VLC), LiFi, etc.

The shopping mall server 300 provides skin care product information when the customer terminal connects and processes the delivery of the product when an order is requested from the customer.

In addition, the shopping mall server 300 can provide advertising information about new skin care products or new products scheduled to be released to the customer terminal, which provides product recommendation, product guidance, Advertising information output, etc. can be implemented.

The operation server 200 receives the customer's skin information provided from the customer terminal 100, diagnoses the skin condition, recommends a product according to the diagnosis results, or provides guidance information on management methods. In addition, the operation server 200 performs skin information analysis based on artificial intelligence, and analyzes skin information by group such as gender, age, and skin characteristics based on skin information received from a large number of customers, predicts skin information, and predicts skin information. By performing big data-based deep learning data processing such as information tracking, the skin information of customers (including members and non-members) accessing the shopping mall is managed based on big data and skin care products are provided accordingly.

Therefore, the operation server 200 analyzes the skin information of customers accessing the shopping mall server 300 through each customer's skin information or statistical customer skin information corresponding to multiple customers to provide current skin information or customer requests. Receives skin care information corresponding to the management direction according to the above and stores it in the database, analyzes the received skin information or skin care information based on artificial intelligence through an artificial intelligence processing unit, and analyzes the skin care information based on the skin care direction required for the customer. Skin care products sold on the shopping mall server are recommended.

In addition, if new product information needed by the customer or out-of-stock products occurs according to the results analyzed by the operation server 200, order information is generated and provided for product production.

The producer server 400 receives order information from the operation server 200 and produces and provides products. When an order request is made from the operation server, the producer server 400 verifies the product (item) and production volume, processes the production contract according to the production, and performs the production of the product according to the production contract.

Figure 2 is a detailed configuration diagram of an operation server in an online shopping mall operation system based on AI big data through skin care diagnosis according to the present invention.

The operation server 200 includes a skin information collection unit 210 that receives and collects skin information from the customer terminal 100, and a skin information processing unit 220 that analyzes and processes skin information based on the skin information collected here. ) respectively.

The skin information collection unit 210 provides a collection tool to collect the customer's skin information or skin care information from the customer terminal 100 into image information, video information, text information, and question-and-answer information, and this tool We collect customers' skin information and skin care information. Each individual's skin can be medically categorized in many different ways, and it exhibits various skin conditions and skin diseases, such as age-related aging, acne, oily skin, dry skin, freckles, spots, and age spots.

Therefore, the present invention collects skin information so that the customer's skin information can be diagnosed and product recommendations and skin care information can be provided accordingly. To this end, the operation server provides a tool for collecting skin information (a preferred example in the present invention is a smartphone app) to the customer terminal, and the customer (user) uses the tool to feed back his/her skin information.

The skin information processing unit 220 diagnoses the current skin condition based on the skin information and skin care information collected through the skin information collection unit 210, and provides information about the skin for skin improvement and skin care methods. Process it. At this time, the skin information processing unit 220 performs big data analysis and deep learning by the artificial intelligence processing unit 230 and the database 240, and provides product recommendations, skin care guidance, etc. based on the customer's accumulated skin information. Processing and providing skin information data.

Meanwhile, in the present invention, in order to analyze, predict, and track the skin information of not only members or non-members accessing the shopping mall, but also customers, the participants' skin condition and skin care direction are collected from participants who are separate external customers (referred to as participants). It is configured to further include a participant terminal 110 for collecting information about.

The participant terminal 110 may be a participant recommended by the operation server 200 or designated through a separate selection process, and the participant may voluntarily participate. At this time, of course, the participant can configure the operation server to provide a separate reward (points, cash, product, gift certificate) program according to participation.

Figure 3 is a diagram showing an example of skin care diagnosis in an online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention. When the customer terminal 100 provides his/her skin (can be selectively provided, such as a specific area or the entire area) using the skin information collection tool provided by the operation server 200, the operation server 200 Basically, it diagnoses your current skin condition. As shown, a basic diagnosis is performed on the current skin condition (including explanatory information) such as blemishes, freckles, freckles, and age spots. Based on these diagnosis results, the present invention basically recommends products.

Figure 4 is another detailed configuration diagram of an operation server in an online shopping mall operation system based on AI big data through skin care diagnosis according to the present invention.

The shopping mall operation system according to the present invention is an artificial intelligence-based shopping mall operation system that recommends skin care products along with customer skin diagnosis, and can link the production management of new products to be sold in the shopping mall based on the skin diagnosis and marketing information management. Provides a system.

To this end, in the present invention, the operation server recommends skin care products on sale to the shopping mall server, and when a skin care product is not sold in the shopping mall server, it generates ordering information to the producer of the skin care product. Includes a producer server 400 for ordering.

The producer server 400 must sell products by recommending specific products through the customer's needs and skin diagnosis at the operation server 200. If the product is not available or sold out in the shopping mall, ordering information is generated and the producer server Production is requested at (400).

In addition, the producer server 400 processes the customer's skin information in the operation server 200, and if recommended product information is generated but a skin care product that is not sold on the shopping mall server is generated, the order for the skin care product is placed. When a request is requested, it includes a contract processing unit 110 that receives contract information including production products, production volume, production price, and delivery schedule and contracts with the ordering party.

Accordingly, the operation server 200 is configured to include a product creation unit 250, which determines the product to be produced in consideration of skin diagnosis results or shopping mall product information, and thereby determines the product to be produced by the producer. Production is requested to the server 400.

Meanwhile, the operation server 200 according to the present invention further includes a marketing information generator 260 that generates marketing information based on skin diagnosis in order to increase shopping mall sales. When product information required or new product information to be produced according to the customer's skin diagnosis is generated, the marketing information generation unit 260 is used to provide marketing information regarding the characteristics, information, detailed information, efficacy, usage, and release date of the product. Marketing effects can be achieved by generating information and providing it directly to the shopping mall server or customer terminal 100.

Figure 5 is an embodiment diagram for implementing linkage with producers in an AI big data-based online shopping mall operating system through skin care diagnosis according to the present invention. As described above, new product information and marketing information (product information, detailed information, effects, precautions, usage methods, etc.) generated by the product creation unit 250 and the marketing information creation unit 260 are sent to the shopping mall server 300 or the shopping mall server 300. By providing it to the customer terminal 100, product marketing can be implemented.

Figure 6 is a diagram showing an example of marketing implementation of a shopping mall in an online shopping mall operating system based on AI big data through skin care diagnosis according to the present invention. The diagram in Figure 6 is an example of marketing information, and information on the use of sunscreen can be provided to customers by informing them in advance about the usage method or precautions for each sunscreen skin care product by UV index. This is to provide preliminary information on how to use sunscreen as marketing information in the process of preparing to produce a new sunscreen product. In addition, various information on skin care is provided along with the creation of marketing information. As a result, the technical task of the present invention is to realize an increase in sales of online shopping malls.

The present invention, constructed in this way, not only diagnoses the customer's skin condition and recommends related products, but also reduces business risks by comprehensively determining the items to be supplied, determining the production volume, and marketing strategies for the suppliers based on the skin diagnosis information. There is an advantage in operating an online shopping mall that minimizes and quickly responds to customer needs.

In addition, the present invention contributes to the accuracy of skin-related product production information such as the supplier's (producer's) production volume and production time based on this along with artificial intelligence-based skin diagnosis, resulting in product targeting and rapid sales increase. There is an advantage.

In addition, the present invention has the effect of establishing key elements of direct customer influx and purchase decisions by utilizing artificial intelligence-based skin diagnosis result data and applying it as shopping mall marketing information.

Although the present invention has been described and illustrated in connection with preferred embodiments for illustrating the principles of the present invention, the present invention is not limited to the construction and operation as so shown and described. Rather, those skilled in the art will appreciate that many changes and modifications can be made to the present invention without departing from the spirit and scope of the appended claims. Accordingly, all such appropriate changes, modifications and equivalents shall be considered to fall within the scope of the present invention.

100: Customer terminal
110: Participant terminal
200: Operation server
210: Skin information collection unit
220: Skin information processing unit
230: Artificial intelligence processing unit
240: database
250: Product creation unit
260: Marketing information generation unit
300: shopping mall server
400: producer server
410: Contract processing department

Claims (3)

We receive and provide skin information, including image information, video information, text information, and question-and-answer information, from customers who wish to purchase skin care products, and access the shopping mall that sells the skin care products to provide information to customers who wish to purchase skin care products. A customer terminal that makes payment along with purchasing decisions for skin care products;
Provides skin care product information to the customer terminal online, processes payment according to purchase decision and sends the product to the customer, and sends advertising information about new skin care products or new products scheduled to be released to the customer terminal. Shopping mall server provided by;
By analyzing the skin information of customers accessing the shopping mall server through the skin information of each customer or the statistical customer skin information corresponding to multiple customers, the customer skin information provided from the customer terminal is analyzed according to the current skin information or customer demands. The shopping mall server receives skin care information corresponding to the management direction and stores it in a database, analyzes the received skin information or skin care information based on artificial intelligence through an artificial intelligence processing unit, and analyzes the received skin care information or skin care information based on the skin care direction required for the customer. It recommends skin care products on sale, and if there are skin care products that are not sold on the shopping mall server, ordering information is generated from the producer of the skin care product and a request is made to place an order, and the ordered skin care product is requested. an operation server that generates advertising information to be output to the shopping mall server or to the customer terminal; and
When an order request is received from the operation server, the production product (item) and production volume are confirmed, the production contract is processed according to the production, and the product information required for the advertisement information for the produced product is recalled along with the production of the product according to the production contract. An online shopping mall operation system based on AI big data through skin care diagnosis that includes a producer server provided as an operation server. The method of claim 1, wherein the operating server:
A collection tool is provided to collect the customer's skin information or skin care information in the form of image information, video information, text information, and question-and-answer information from the customer terminal, and the customer's skin information and skin care information is collected through this tool. a skin information collection unit;
Based on the skin information and skin care information collected through the skin information collection unit, the current skin condition is diagnosed, and information about the skin is processed for skin improvement and skin care methods accordingly, and big data is collected through the artificial intelligence processing unit. a skin information processing unit that processes skin-based information;
If the product requested by the customer based on the skin information processed by the skin information processing unit is a skin product that is not registered in the shopping mall server, a product creation unit for generating product information to produce the product and providing it to the producer server ; and
An online shopping mall operating system based on AI big data through skin care diagnosis, which includes a marketing information generation unit that generates marketing information about products required by customers based on the skin information processed by the skin information processing unit. The method of claim 1, wherein the producer server:
After processing the customer's skin information on the operation server, recommended product information is generated, but if a skin care product is not sold on the shopping mall server, and an order for the skin care product is requested, the product produced, production volume, production price, and delivery schedule are requested. An online shopping mall operating system based on AI big data through skin care diagnosis that includes a contract processing unit 110 that receives contract information including and contracts with the ordering party.