Consumer trend data analysis-based registration and sales automation service method, device and system for online sales of health-care functional food

Abstract

The invention provides a consumer trend data analysis-based registration and sales automation service method, device and system for online sales of health-care functional food, and the method comprises the steps: collecting and obtaining a first post classified as a first component from posts uploaded to an SNS through a crawler according to an uploading period; analyzing a first trend indicating a change trend of interest of the consumer in the first component based on a first post collected during uploading; if the first trend is analyzed as interest increase, products containing a first component in the health functional food are classified into a first group, and products sold on the first website are classified into a second group; comparing the first group of classified products with the second group of classified products, and analyzing whether the products containing the first component need to be further sold; if the analysis considers that the product containing the first component needs to be additionally sold, a product that needs to be additionally sold is selected from the first group of products classified as the first product.

Description

Technical Field

[0001] The following embodiments relate to a technology for automating online sales registration and sales brokerage services for health functional foods based on consumer trend data analysis. Background Technology

[0002] Health functional foods are foods made using nutrients that are often lacking in our daily diet or raw materials or ingredients that have beneficial functions for the human body. They are foods that help maintain health.

[0003] With the arrival of an aging society, more and more people are interested in health, and the number of health functional foods on the market is also increasing.

[0004] In order to sell these health functional foods online, it is necessary to perform the process of creating and uploading individual product sales pages.

[0005] Therefore, creating and uploading sales pages for each type of health functional food is cumbersome, and because the process of uploading sales pages is not automated, it is difficult to sell health functional foods online.

[0006] Furthermore, the types of health functional foods sold in large quantities may vary depending on consumption trends, and since health functional foods are sold online regardless of consumption trends, there is an increasing need to adjust the types of health functional foods sold online to reflect consumption trends, but there is no related technology.

[0007] Existing technical documents

[0008] Patent documents

[0009] (Patent Document 1) Korean Patent Registration No. 10-2427797

[0010] (Patent Document 2) Korean Patent Registration No. 10-2468827

[0011] (Patent Document 3) Korean Patent No. 10-2023-0066720

[0012] (Patent Document 4) Korean Patent No. 10-2024-0032393 Summary of the Invention

[0013] The problem that the invention aims to solve

[0014] According to one embodiment, the objective is to provide a method, apparatus, and system for automating online sales registration and sales brokerage services for health functional foods based on consumer trend data analysis.

[0015] The purpose of this invention is not limited to the above-mentioned purposes, and other purposes not mentioned can be clearly understood from the following description.

[0016] means for solving problems

[0017] According to one embodiment, in a method for providing automated services for online sales registration and sales agency of health functional foods based on consumer trend data analysis, the first post categorized as a first ingredient is collected and acquired during the upload period from posts uploaded to SNS via web crawler; a first trend is analyzed, indicating a changing trend in consumer interest in the first ingredient, based on the first post collected during the upload period; if the first trend is analyzed as an increase in interest, products containing the first ingredient in health functional foods are categorized into a first group, and products sold on a first website are categorized into a second group; products categorized in the first group are compared with products categorized in the second group, and it is analyzed whether products containing the first ingredient need further sales; if the analysis indicates that products containing the first ingredient need additional sales, products that need additional sales are selected from the products categorized as first products in the first group; a first page, i.e., the sales page for the first product, is created; and an automated service provision method for online sales registration and sales agency of health functional foods based on consumer trend data analysis is provided, including the steps of uploading and registering the first page to the first site.

[0018] The steps for analyzing the first trend are as follows: In the first post, posts uploaded in the first time period are pre-classified as Post 1-1; the number of posts in Post 1-1 is set as the first bitmap, the average number of views for Post 1-1 is set as the second bitmap, the average number of likes for Post 1-1 is set as the third bitmap, and the average number of comments for Post 1-1 is set as the fourth bitmap; the first indicator is calculated by multiplying the first number by the pre-set first weight, the second indicator is calculated by multiplying the second number by the second weight, the second indicator is calculated by multiplying the third number by the third weight, the fourth indicator is calculated by multiplying the third number by a value higher than the third weight, and the fourth indicator is calculated by multiplying the fourth number by the third weight; the first, second, third, and fourth indices are combined to generate the first interest index, representing the consumer interest index of the first component of the first period; in the first post above, posts uploaded in the second time period (i.e., before the first time period) are classified as Post 1-2; the number of posts in Post 1-2 is set as the fifth bitmap. The system uses the following steps: First, the average number of views for 1-2 posts is set as the 6th number; the average number of likes for 1-2 posts is set as the 7th number; and the average number of comments for 1-2 posts is set as the 8th number. Then, the 5th number is multiplied by the first weight, the 6th number by the second weight, and the 6th number by the third weight to calculate the 6th indicator. The 3rd weight is multiplied by the 7th indicator, and the 8th number by the fourth weight to calculate the 8th indicator. The 5th, 6th, 7th, and 8th indices are used together to calculate the 2nd interest index, representing the first component of the consumer interest index for the second period. The difference between the 1st and 2nd interest indices is calculated as the difference value. If the difference is lower than a preset reference value, the first trend is analyzed as maintaining interest. If the difference is not lower than the reference value and the 1st interest index is higher than the 2nd interest index, the first trend is analyzed as increasing interest. If the difference is not lower than the reference value and the 1st interest index is lower than the 2nd interest index, the first trend can be analyzed as decreasing interest.

[0019] The steps for analyzing whether products containing the first ingredient need additional sales are: setting the first standard number to a higher value, since a higher first interest index indicates greater potential; comparing products classified as group one with products classified as group two, and combining two sets of products from group one and group two into group three; setting the quantity of products classified as group three as the initial sales quantity; if the initial sales quantity is found to be lower than the first baseline quantity, subtracting the number of the first standard number from the first baseline quantity to calculate the first quantity; analyzing whether products containing the first ingredient need additional sales of that first quantity; if it is determined that the sales quantity of the first item is not lower than the first baseline quantity, a step can be included to analyze whether it is unnecessary to increase sales of products containing the first ingredient.

[0020] Invention Effects

[0021] According to one embodiment, based on the analysis results of consumer trend data, by providing automated services for the registration and sales brokerage of health functional foods sold online, the types of health functional foods sold online can be adjusted to reflect consumer trends, and sales pages for products sold online can be automatically created and uploaded.

[0022] On the other hand, the effects of the embodiments are not limited to those described above, and other unmentioned effects can be clearly understood by those skilled in the art from the following description. Attached Figure Description

[0023] Figure 1 It is a diagram that outlines the system configuration based on the diaphragm.

[0024] Figure 2 This is a flowchart illustrating, according to one embodiment, the process of automating the registration and sales brokerage services for health functional foods sold online based on consumer trend data analysis.

[0025] Figures 3 to 4 This is a flowchart illustrating the process of analyzing the first trend based on the daily implementation examples.

[0026] Figure 5 It is a flowchart illustrating the process of analyzing, based on a single embodiment, whether a product containing a first ingredient needs to be sold additionally.

[0027] Figure 6 It is a flowchart illustrating the process of selecting products that need to be sold additionally as the first product from the products classified as the first group according to the first embodiment.

[0028] Figures 7 to 8 This is a flowchart illustrating the process of generating a first page according to one embodiment.

[0029] Figure 9This is a preliminary schematic diagram of the device configuration according to an embodiment. Detailed Implementation

[0030] The embodiments are described in detail below with reference to the accompanying drawings. However, various modifications can be made to the embodiments, and therefore the scope of the patent application is not limited to or restricted by these embodiments. Any changes, equivalents, or substitutions to the embodiments should be understood to be included within the scope of the claims.

[0031] The specific structural or functional descriptions of the embodiments are provided for illustrative purposes only and may be modified and implemented in various forms. Therefore, the embodiments are not limited to a particular form of disclosure, and the scope of this specification includes changes, uniformities, or substitutions incorporated into the descriptive concepts.

[0032] Terms such as "first" or "second" can be used to describe various components, but the interpretation of these terms should only be used to distinguish one component from another. For example, the first component can be named the second component, and similarly, the second component can be named the first component.

[0033] When a component is said to be "connected" to another component, it should be understood that it may be directly connected to or connected to another component, but there may be another component between them.

[0034] The terminology used in the embodiments is for illustrative purposes only and should not be construed as restrictive. Singular expressions include plural expressions unless the context clearly implies otherwise. In this specification, the terms "comprising" or "having" should be understood to mean the presence of the functions, numbers, steps, actions, components, parts, or combinations thereof described herein, and should not exclude the presence or addition of one or more other functions or numbers, steps, actions, components, parts, or combinations thereof.

[0035] Unless otherwise defined, all terms used herein, including technical or scientific terms, shall have the same meaning as commonly understood by one of ordinary skill in the art to which the embodiments pertain. Terms such as those defined in common dictionaries shall be interpreted as having the meaning consistent with their meaning in the relevant descriptive context and shall not be interpreted in an idealistic or overly formal sense unless expressly defined in this application.

[0036] Furthermore, when describing the accompanying drawings, regardless of the drawing code, the same reference numerals should be assigned to the same elements, and identical repetitive descriptions should be omitted. When describing embodiments, detailed descriptions should be omitted if it is determined that a specific description of the relevant technical notifications may unnecessarily obscure the essential points of the embodiment.

[0037] The embodiments can be implemented in various types of products, including personal computers, laptops, tablets, smartphones, televisions, smart home appliances, smart cars, kiosks, and wearable devices.

[0038] Figure 1 It is a diagram that outlines the system configuration based on the diaphragm.

[0039] Reference Figure 1 According to one embodiment, the system may include a manager terminal 100 and a device 200, which can communicate with each other through a communication network.

[0040] First, regardless of whether the communication method is wired or wireless, a communication network can be configured and implemented in various forms to enable communication between servers and between servers and terminals.

[0041] The administrator terminal 100 can be implemented as a computing device with communication capabilities, such as a mobile phone, desktop computer, laptop computer, tablet computer, smartphone, etc., but not limited to, and can be implemented as various types of communication devices that can connect to external servers.

[0042] Administrator terminal 100 is a terminal used by the administrator of a sales website selling health functional foods. It can be configured to perform all or part of the computing, storage / reference, input / output, and control functions of a regular computer. Administrator terminal 100 can be configured to communicate with device 200 via wired or wireless means.

[0043] Administrator terminal 100 can access web pages operated by individuals or organizations using services provided by device 200, or can install applications developed and distributed by individuals or groups using services provided by device 200. Administrator terminal 100 can link to device 200 via web pages or applications.

[0044] Administrator terminal 100 can access device 200 through a web page or application provided by device 200.

[0045] Device 200 may be its own server, owned by an individual or organization using services provided by device 200, or it may be a cloud server, or it may be a peer-to-peer (P2P) collection of distributed nodes. Device 200 may be configured to perform all or part of the computing, storage / reference, input / output, and control functions of a conventional computer.

[0046] Device 200 can be configured to communicate with manager terminal 100 via wired or wireless communication, and can control the operation of manager terminal 100 and control what information is displayed on the screen of manager terminal 100.

[0047] Device 200 analyzes consumer trend data and, based on the results of this analysis, can provide automated services for the registration and sales brokerage of health functional foods sold online.

[0048] Figure 2 This is a flowchart illustrating, according to one embodiment, the process of automating the registration and sales brokerage services for health functional foods sold online based on consumer trend data analysis.

[0049] Reference Figure 2 First, in step S201, device 200 can collect and obtain the first post according to the upload cycle. This post is categorized as the first component from posts uploaded to the SNS by crawling. Here, crawling is a technology that collects information disclosed online and includes it in the index of search objects. Device 200 collects posts uploaded to the SNS by crawling. Among the collected posts, posts of the first component are categorized as the first post. The first post can be obtained by dividing the first post by the time period in which it was uploaded. At this time, the main ingredient may be any main ingredient contained in dietary supplements, such as vitamin A, vitamin B, vitamin C, omega-3, lutein, lactic acid bacteria, etc.

[0050] Device 200 can distinguish posts from the first component from posts uploaded to the SNS by analyzing the text registered in the posts.

[0051] For example, if by examining the registered hashtags in a post uploaded to the first user's SNS, it is determined that the hashtag contains the name of the first component, then device 200 can classify the post uploaded to the first user's SNS as a post of the first component.

[0052] In step S202, device 200 can analyze a first trend based on the first posts collected during the upload period, which represents the changing trend of consumer interest in the first ingredient. In this case, the first trend may refer to data indicating the trend of consumer interest in the first ingredient.

[0053] In other words, device 200 collects and retrieves the first post according to the upload time period, determines how many times the first post has been uploaded within a certain period, determines how much consumer interest in the first component has changed, and then analyzes the first trend based on the consumer's interest trend in the first component, categorizing it as maintaining interest, increasing interest, or decreasing interest. A detailed explanation of the process for analyzing the first trend will follow later. Figures 3 to 4 As described in the text.

[0054] In step S203, device 200 can determine whether the first trend has been analyzed as an increase in interest.

[0055] If the first trend in stage S203 is not analyzed as an increase in interest, but rather as a retention or decrease in interest, it may revert to stage S201 after a predetermined period of time, and the process of collecting and retrieving the first post during the upload period can be repeated.

[0056] If the first trend in step S203 is analyzed as an increase in interest, then in step S204, device 200 can classify dietary supplements containing the first ingredient into a first group and products sold at a first location into a second group. Here, the first location may refer to a sales site that sells dietary supplements online.

[0057] Specifically, the database of device 200 stores product information for each product sold on the market as a health functional food separately. Device 200 can check the ingredients contained in each product based on the product information and classify the products containing the first ingredient into the first group. Here, product information may include information such as product name, ingredients, contents, storage method, expiration date, method of use, precautions, price, and related products.

[0058] In addition, the database of device 200 stores sales information for each product sold at the first site separately. After checking the products sold at the first site based on each sales information, device 200 can categorize the products sold at the first site into a second group. The sales information here may include links to sales pages, product names, ingredients, contents, storage methods, shelf life, consumption methods, precautions, prices, and linked products.

[0059] In step S205, the device 200 can compare the products classified in group 1 with the products classified in group 2 and analyze whether the products containing the first ingredient need to be sold separately.

[0060] In other words, device 200 compares products classified as Group 1 with products classified as Group 2 and determines how much of the Group 1 product was sold at site 1. If it finds that Group 1 products are not sold in large quantities at site 1, it analyzes that products containing the first ingredient need additional sales. If it finds that Group 1 products are sold in large quantities at site 1, it can be analyzed that products containing the first ingredient do not need additional sales. (See below for reference.) Figure 5 A detailed explanation and analysis of whether products containing ingredient #1 need to be sold separately.

[0061] In step S206, the device 200 analyzes whether the product containing the first ingredient needs to be sold separately and is able to determine whether the product containing the first ingredient needs to be sold separately.

[0062] If the analysis determines that further sales of the product containing the first ingredient in step S206 are not required, then the process of collecting and obtaining the first post can be repeated after the predetermined time period.

[0063] If the analysis in step S206 determines that the product containing the first ingredient needs to be sold additionally, then in step S207, the device 200 can select the product that needs to be sold additionally as the first product in the products classified in group 1.

[0064] In other words, device 200 can identify products not sold at the first site from those categorized in the first group, and select products expected to require additional sales at the first site as the first products from those not sold at the first site. See below for reference. Figure 6 The process of selecting additional items from the products categorized as the first item in Group 1 is explained in detail.

[0065] In step S207, device 200 can generate a first page, which is the sales page for the first product.

[0066] In other words, device 200 can recognize the first template, that is, the template used on the first site, create a template for the first page based on the first template, and then insert the image of the first product, the product information of the first product, etc., into the frame of the first page to create the first page. A detailed explanation of the first page creation process will follow later. Figures 7 to 8 As described in the text.

[0067] In step S208, device 200 can register by uploading page 1 to site 1. At this time, device 200 can send an upload request for the first page to the server running the first site, which can process the first page to register a new account on the first site.

[0068] When the first page registers on the first site, device 200 can send a notification message to administrator terminal 100, notifying that the first page has registered on the first site.

[0069] Figures 3 to 4 This is a flowchart illustrating the process of analyzing the first trend based on the daily implementation examples.

[0070] Reference Figures 3 to 4 First, in step S301, device 200 can distinguish between post 1 and post 1-1 uploaded in the first time period. Here, the first time period can be set differently depending on the embodiment, for example, the most recent month.

[0071] In step S302, device 200 can set the number of posts in post 1-1 to the number 1, set the average number of views of post 1-1 to the second digit, set the average number of registered likes in post 1-1 to the third digit, and set the average number of registered comments in post 1-1 to the fourth digit.

[0072] Specifically, device 200 can set the number of posts divided into 1-1 posts in the first post as the first value, after checking the number of views for each post divided into 1-1 posts, the average number of views checked for each post can be set as the second value, after checking the number of registered likes for each post divided into 1-1 posts, the average number of likes for each post can be set as the third value, and after checking the number of registered comments for each post (divided into 1-1 posts), the average number of confirmed comments for each post can be set as the fourth value.

[0073] In step S303, the device 200 can calculate a first index by multiplying a first weight by a first value, a second index by multiplying a second weight by a second value, a third index by multiplying a third value by a third weight, and a fourth index by multiplying a fourth value by a fourth weight. Here, the first weight can be set differently depending on the embodiment, and the second weight can be set to a value higher than the first weight, the third weight can be set to a value higher than the second weight, and the fourth weight can be set to a value higher than the third weight. For example, the first weight can be set to 1, the second weight can be set to 2, the third weight can be set to 3, and the fourth weight can be set to 4.

[0074] In step S304, device 200 may add the first index, the second index, the third index and the fourth index to generate a first interest index, which represents the consumer interest index of the first component in the first period.

[0075] In step S305, device 200 can distinguish between the first post and the posts uploaded to posts 1-2 in the second time period. Here, the second period is the period preceding the first period and can be set to the same length as the first period.

[0076] In step S306, device 200 can set the number of posts 1-2 as the 5th bitmap, set the average number of views of 1-2 posts as the 6th bitmap, set the average number of likes registered to 1-2 posts as the 7th bitmap, and set the average number of comments registered to 1-2 posts as the 8th bitmap.

[0077] Specifically, device 200 can set the number of posts divided into 1-2 posts in the first post as the 5th position; after checking the number of views for each post divided into 1-2 posts, it can set the average number of views checked for each post as the 6th position; after checking the number of registered likes for each post divided into 1-2 posts, it can set the average number of checked likes for each post as the 7th position; and after checking the number of registered comments for each post divided into 1-2 posts, it can set the average number of confirmed comments for each post as the 8th value.

[0078] In step S307, the device 200 can generate a fifth index by multiplying the fifth number by the first weight, generate a sixth index by multiplying the sixth number by the second weight, generate a seventh index by multiplying the third weight by the seventh index, and generate an eighth index by multiplying the fourth weight by the eighth index.

[0079] In step S308, device 200 may add the fifth, sixth, seventh and eighth indices to generate a second interest index, which represents the consumer interest index of the first component of the second period.

[0080] After performing steps S304 and S308, in step S401, the device 200 can calculate the difference between the first and second indices of interest as a difference value.

[0081] Specifically, device 200 compares a first interest index with a second interest index. If the first interest index is found to be higher than the second interest index, the difference can be calculated by subtracting the first interest index from the second interest index. If the second interest index is found to be higher than the first interest index, the difference can be calculated by subtracting the first interest index from the second interest index. If the first and second interest indices match, the difference can be calculated as zero.

[0082] In step S402, the device 200 can determine whether the difference is lower than a reference value. Here, the reference value can be set differently depending on the embodiment.

[0083] If the difference is found to be lower than the reference value in step S402, then in step S403, the device 200 can analyze the first trend as maintaining interest.

[0084] If the difference is determined to be no less than the reference value in step S402, then in step S404, the device 200 can determine whether the first interest index is higher than the second interest index.

[0085] If in step S404 it is found that the first interest index is higher than the second interest index, then in step S405, the device 200 can analyze the first trend as an increase in interest.

[0086] In other words, if the first interest index is found to be higher than the second interest index, and the difference is not lower than the reference value, then the device 200 can analyze the first trend as an increase in interest.

[0087] If it is determined in step S404 that the first interest index is not higher than the second interest index, then the first interest index can be identified as being lower than the interest index, because the first interest index and the second interest index are different from the reference value. If it is found that the first interest index is lower than the second interest index, then in step S406, the device 200 can analyze the first trend as a decrease in interest.

[0088] In other words, if the first interest index is found to be lower than the second interest index, but the difference is not lower than the reference value, the device 200 can analyze the first trend as a decrease in interest.

[0089] Figure 5 It is a flowchart illustrating the process of analyzing, based on a single embodiment, whether a product containing a first ingredient needs to be sold additionally.

[0090] Reference Figure 5 First, in step S501, the device 200 may initially set the reference number to a higher value, with the index of interest being high. At this time, the number of the first reference number can be set within a predetermined range.

[0091] For example, if the first index of interest is identified as 300, the device 200 can set the first reference number to 3; if the first index of interest is identified as 400, the first reference number can be set to 4.

[0092] In step S502, the device 200 compares the products classified in group 1 with the products classified in group 2, and can classify duplicate products in groups 1 and 2 into group 3.

[0093] In other words, device 200 compares products classified as Group 1 with products classified as Group 2, and can classify products contained in Group 1 as well as products also contained in Group 2 into Group 3. In this case, goods classified as Class 3 goods may refer to goods sold on Class 1 websites that contain the first ingredient.

[0094] In step S503, the device 200 can set the quantity of products classified as the third group to the quantity for the first sale.

[0095] In step S504, device 200 can determine whether the first sales number is less than the first reference number.

[0096] If the initial sales quantity in step S504 is found to be lower than the first reference number, then in step S505, the device 200 can calculate the first quantity as the initial sales quantity minus the first base quantity.

[0097] In step S506, the device 200 may be analyzed as needing to sell an additional quantity of products containing the first ingredient.

[0098] If it is determined that the sales quantity in the first stage of step S504 is not lower than the quantity of the first baseline, then in step S507, device 200 can be analyzed as not needing to sell additional products containing the first ingredient.

[0099] Figure 6 It is a flowchart illustrating the process of selecting products that need to be sold additionally as the first product from the products classified as the first group according to the first embodiment.

[0100] refer to Figure 6 First, in step S601, the device 200 compares the products classified in group 1 with the products classified in group 2, and may classify products contained in group 1 but not in group 2 into group 4. In this case, goods classified into group 4 may refer to goods containing the first ingredient and not sold on the first type of website.

[0101] In step S602, the device 200 may assign a higher score within a first range to each product classified as Group 4, based on the content of the main component in the product. Here, the first range can be set differently depending on the embodiment; for example, it can be set within a range of 0 to 100 points.

[0102] For example, if product 1 is classified into group 4, then if it is determined that the content of the first ingredient in product 1 is 1 gram, then device 200 may award product 1 10 points; if it is determined that the content of the first ingredient in product 1 is 2 grams, then device 200 may award product 1 20 points.

[0103] In step S603, device 200 can assign a second score within range 2 to each product classified in group 4, with lower product prices. Here, range 2 can be set to a narrower range than range 1; for example, if range 1 is set to a range of 0 to 100 points, then range 2 can be set to a range of 0 to 80 points.

[0104] For example, if the first product is classified into the fourth group, and if the price of the first product is confirmed to be 80,000 Korean won, then equipment 200 can allocate 10 points to the first product; if the price of the first product is confirmed to be 60,000 Korean won, then the second point can allocate 20 points to the first product.

[0105] In step S604, device 200 can assign a third score to each product classified as group 4. The more ingredients a product contains, the higher its score will be within the third range. Here, the third range can be set to a narrower range than the second range; for example, if the second range is set to a range of 0 to 80 points, the third range can be set to a range of 0 to 60 points.

[0106] For example, if product 1 is classified into group 4, then if the number of ingredients contained in product 1 is determined to be 5, then device 200 can assign a third score of 10 to product 1, and if the number of ingredients contained in product 1 is identified as 10, then the third score of product 1 is 20.

[0107] In step S605, device 200 can assign a higher score to each product classified as group 4, with a higher score in the fourth range for products released later. Here, the fourth range can be set to a narrower range than the third range; for example, if the third range is set to 0 to 60 points, the fourth range can be set to 0 to 40 points.

[0108] For example, if product 1 is classified into group 4, then if the release date of the first product is confirmed to be January 1, 2023, then device 200 may award the first product 4 points or 10 points. If the release date of the first product is confirmed to be February 1, 2023, then the first product's 4th point score is 20 points.

[0109] In step S606, device 200 can add up the first, second, third and fourth scores of each product classified into group 4 to produce a total score.

[0110] In step S607, for each product classified as Group 4, device 200 can be given higher priority and a higher total score.

[0111] For example, if the first, second, and third products are classified into the fourth group, and if the total score of the first product is determined to be 100 points, then equipment 200 can prioritize the second product as the first priority, the third product as the second priority, and the first product as the third priority.

[0112] In step S608, device 200 can determine to give priority to the first product as the first priority among products classified as the fourth group.

[0113] For example, if the first priority is determined to be the third priority, then device 200 can identify the first priority as the third priority assigned to the first product.

[0114] In step S609, device 200 can set the priority corresponding to the first quantity to the second priority.

[0115] For example, device 200 can identify the first quantity as three, and the second quantity can be set as the third priority.

[0116] In step S610, if it is determined that the first level is not lower than the second level, the device 200 can select the product that needs to be sold additionally as the first product from the products classified as Group 1.

[0117] In other words, if the first level is higher than the second level, or if the first level and the second level are found to be the same, the device 200 determines that additional sales of the first product are needed, and can select the product that needs additional sales from the products classified in the first group as the first product.

[0118] Figures 7 to 8 This is a flowchart illustrating the process of generating a first page according to one embodiment.

[0119] Reference Figures 7 to 8 First, in step S701, device 200 can generate a first list based on the components contained in the first product.

[0120] In other words, the device 200 can check the total number of ingredients contained in the first product based on the product information of the first product, and then summarize the ingredients contained in the first product and generate a first list.

[0121] In step S702, the device 200 may set the number of elements contained in the first list to the number of first elements.

[0122] In step S703, as the quantity of the first component increases, the device 200 can set the first ratio to a higher value within a reference range. Here, the reference range can vary depending on the embodiment; for example, it can be between 50% and 100%.

[0123] For example, if the quantity of the first component is identified as 10, the device 200 can set the first ratio to 55%, and if the quantity of the first component is identified as 15, the first ratio can be set to 60%.

[0124] In step S704, the device 200 can distinguish the first region by setting the size of the first region in the first page at a first ratio, and set the remaining regions in the first page other than the first region as the second region.

[0125] In step S705, the device 200 may assign a higher priority to each ingredient included in the first list, the higher the percentage of content.

[0126] Specifically, for each ingredient included in the first list, device 200 can determine the percentage of content of the ingredient in the first product, and the higher the percentage, the higher the priority.

[0127] For example, if the first, second, and third components are included in the first list, then if the percentage of the first component in the first product is determined to be 20%, and if the percentage of the second component in the first product is determined to be 50%, and the percentage of the third component in the first product is determined to be 30%, then the equipment 200 will preferentially allocate the second component. The third component can be given second priority, and the first component can be given third priority.

[0128] In step S706, the device 200 can identify the first priority of the first listed components as the second component and the second priority of the first listed components as the third component.

[0129] In step S707, the device 200 can determine the content ratio of the second component as a second ratio and the percentage of the third component as a third ratio.

[0130] In step S708, the device 200 can determine whether the second magnification is higher than the reference magnification. Here, the reference ratio can be set differently depending on the embodiment.

[0131] If the second ratio is found to be higher than the reference ratio in step S708, then in step S709, the device 200 can be configured to display a first list in a first area and detailed information about the second component in a second area. Here, the detailed information about the second component may include information about its efficacy, precautions, side effects, etc., and may be obtained from a database or an external server.

[0132] In other words, device 200 can configure the display environment of the first page so that when the first page is generated, the first list is displayed in the first area of ​​the first page, while the details of the second component are displayed in the second area of ​​the first page.

[0133] If it is determined that the second ratio in step S708 is not higher than the reference rate, then in step S801, the device 200 can calculate the fourth ratio by adding the second and third ratios.

[0134] In step S802, the device 200 can divide the second ratio by the fourth ratio to obtain the fifth ratio, and divide the third ratio by the fourth ratio to obtain the sixth ratio.

[0135] In step S803, the device 200 can distinguish the 2-1 region by setting the size of the 2-1 region at a fifth ratio within the second region, and distinguish the 2-2 region by setting the size of the 2-2 region at a sixth ratio within the second region.

[0136] In step S804, device 200 can be configured to display a first list in a first area, detailed information about a second component in area 2-1, and detailed information about a third component in area 2-2. Here, the detailed information about the second component may include information about its efficacy, precautions, side effects, etc., and can be obtained from a database or an external server. Similarly, the detailed information about the third component may include information about its efficacy, precautions, side effects, etc., and can also be obtained from a database or an external server.

[0137] In other words, device 200 can set the display environment of the first page so that when the first page is created, the first list is displayed in the first area of ​​the first page, the details of the second component are displayed in the 2-1 area of ​​the first page, and the details of the third component are displayed in the 2-2 area of ​​the first page.

[0138] Figure 9 This is a preliminary schematic diagram of the device configuration according to an embodiment.

[0139] An apparatus 200 according to one embodiment includes a processor 210 and a memory 220. The processor 210 may include reference... Figures 1 to 8 At least one device described, or referred to Figures 1 to 8 Perform at least one of the methods described above. Individuals or groups using device 200 may provide services related to some or all of the methods described above; see [link to relevant documentation]. Figures 1 to 8 .

[0140] The memory 220 may store information related to the methods described above, or it may store programs that implement the methods described below. The memory 220 may be volatile or non-volatile memory.

[0141] Processor 210 can execute programs and control device 200. The code of the program executed by processor 210 can be stored in memory 220. Device 200 is connected to external devices (e.g., personal computers or networks) via input / output devices (not shown) and can exchange data via wired and wireless communications.

[0142] The above embodiments can be implemented as hardware components, software components, and / or combinations of hardware and software components. For example, the devices, methods, and components described in the embodiments can be implemented using one or more general-purpose or special-purpose computers, such as processors, controllers, arithmetic logic units (ALUs), digital signal processors, microcomputers, field-programmable gate arrays (FPGAs), programmable logic units (PLUs), microprocessors, or any other device capable of executing and responding to instructions. The processing unit can execute an operating system (OS) and one or more software applications running on the operating system. The processing unit can also access, store, manipulate, process, and generate data in response to software execution. For ease of understanding, a processing unit can be described as a single processing unit; however, those skilled in the art will recognize that a processing unit may comprise multiple processing elements and / or various types of processing elements. For example, a processing unit may include multiple processors or a processor and a controller. Furthermore, other processing configurations, such as parallel processors, may be used.

[0143] The method according to this embodiment can be implemented in the form of program instructions, which can be executed and recorded on a computer-readable medium by various computer means. The computer-readable medium can contain program instructions, data files, data structures, etc., alone or in combination. The program commands recorded on the medium can be specifically designed and configured for the embodiment, or they can be known and available to a computer software craftsman. Examples of computer-readable recording media include magnetic media (such as hard disks, floppy disks, and magnetic tapes), optical media (such as CD-ROMs and DVDs), magneto-optical disk media (such as floppy disks), and hardware devices (such as ROMs, RAMs, flash memory, etc.) specifically configured to store and execute program commands. Examples of program instructions include machine code (e.g., code generated by a compiler) and high-level language code (e.g., code executable by a computer using an interpreter). The hardware device can be configured to operate as one or more software modules to perform the operations of the embodiment, and vice versa.

[0144] This software may include computer programs, code, instructions, or one or more combinations thereof, and may configure processing units to operate as intended, or may individually or collectively command processing units. Software and / or data may be permanently or temporarily contained in any type of machine, component, physical device, virtual device, computer storage medium, or apparatus, or in transmitted signal waves, so that processing units may interpret them or provide instructions or data to processing units. This software is distributed on networked computer systems and may be stored or executed in a distributed manner. Software and data may be stored on one or more computer-readable recording media.

[0145] Although the above embodiments have been described with limited drawings, those skilled in the art can make various technical modifications and alterations based on the above description. For example, appropriate results may be obtained if the described techniques are performed in a different order than the described methods, and / or if the components of the described systems, structures, devices, circuits, etc., are combined or combined in a different manner than the described methods, or are replaced or substituted by other components or equivalents.

[0146] Therefore, other embodiments, other embodiments, and those equivalent to the patent claims also fall within the scope of the claims described below.

Claims

1.A method of online sales of health functional food registration sales automation service based on consumer trend data analysis, wherein, the method comprises: collecting and acquiring a first post, which is a post classified as a main component among posts uploaded to an SNS through a crawler, by a time period of upload; analyzing a first trend indicating a change in interest of a consumer in a first ingredient, based on the first post collected during the upload period; if the first trend is analyzed as an increase in interest, a product containing the first ingredient in a health functional food is classified into a first group, and a product sold on a first website is classified into a second group; comparing the products classified into the first group with the products classified into the second group, and analyzing whether the product containing the first ingredient needs additional sales; if it is analyzed that the product containing the first ingredient needs additional sales, selecting a product that needs additional sales from the products classified into the first group as the first product; creating a first page, that is, a sales page of the first product; and a step of uploading the first page to the first site and registering.

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