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1. WO2020141802 - METHOD FOR PROVIDING FASHION ITEM RECOMMENDATION SERVICE TO USER BY USING DATE

Publication Number WO/2020/141802
Publication Date 09.07.2020
International Application No. PCT/KR2019/018503
International Filing Date 26.12.2019
IPC
G06Q 30/02 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
02Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
G06Q 30/06 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
06Buying, selling or leasing transactions
CPC
G06Q 30/02
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
02Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
G06Q 30/0252
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
02Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
0241Advertisement
0251Targeted advertisement
0252based on events or environment, e.g. weather or festivals
G06Q 30/0257
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
02Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
0241Advertisement
0251Targeted advertisement
0257User requested
G06Q 30/0264
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
02Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
0241Advertisement
0251Targeted advertisement
0264based upon schedule
G06Q 30/06
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
06Buying, selling or leasing transactions
G06Q 30/0631
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
06Buying, selling or leasing transactions
0601Electronic shopping
0631Item recommendations
Applicants
  • 오드컨셉 주식회사 ODD CONCEPTS INC. [KR]/[KR]
Inventors
  • 유애리 YOO, Ae Ri
Agents
  • 특허법인도담 DODAM IP LAW FIRM
Priority Data
10-2019-000077203.01.2019KR
Publication Language Korean (KO)
Filing Language Korean (KO)
Designated States
Title
(EN) METHOD FOR PROVIDING FASHION ITEM RECOMMENDATION SERVICE TO USER BY USING DATE
(FR) PROCÉDÉ POUR FOURNIR UN SERVICE DE RECOMMANDATION D'ARTICLE DE MODE À UN UTILISATEUR EN UTILISANT UNE DATE
(KO) 사용자에게 날짜를 이용하여 패션 아이템 추천 서비스를 제공하는 방법
Abstract
(EN)
The present invention relates to a method for providing a fashion item recommendation service to a user by using a service server. Specifically, the method comprises the steps of: retrieving, on the reception of a recommendation service request, a specific fashion item from a user fashion database according to a specific date related to the recommendation service request, the specific fashion item being associated with calendar data ranging from predetermined days before to predetermined days after the specific date of the previous year; searching a style database for an item similar to the specific fashion item according to image similarity on the basis of a vogue pattern determined according to the specific date, the style database including style images with style labels extracted therefrom that describe human feelings as data recognizable by computers; searching a product database for a same-category candidate item similar to the similar item according to image similarity, wherein in the product database, labels derived from the details of products are indexed and organized; selecting, as a coordination item, an item different in category from the similar item, from the style image in which the similar item has been found; searching the product database for a different-category candidate item similar to the coordination item according to image similarity; and providing, as a recommendation product, at least one of the same-category candidate item and the different-category candidate item.
(FR)
La présente invention concerne un procédé pour fournir un service de recommandation d'article de mode à un utilisateur à l'aide d'un serveur de service. Spécifiquement, le procédé comprend les étapes consistant à récupérer, sur la réception d'une demande de service de recommandation, un élément de mode spécifique à partir d'une base de données de mode d'utilisateur selon une date spécifique associée à la demande de service de recommandation, l'élément de mode spécifique étant associé à des données de calendrier allant de jours prédéterminés avant à des jours prédéterminés après la date spécifique de l'année précédente ; à rechercher une base de données de style pour un article similaire à l'article de mode spécifique en fonction d'une similarité d'image sur la base d'un motif en vogue déterminé en fonction de la date spécifique, la base de données de style comprenant des images de style avec des étiquettes de style extraites de celles-ci qui décrivent des sentiments humains en tant que données reconnaissables par des ordinateurs ; à rechercher une base de données de produits pour un article candidat de même catégorie similaire à l'article similaire selon une similarité d'image, des étiquettes dérivées des détails des produits étant indexées et organisées dans la base de données de produits ; à sélectionner, en tant qu'élément de coordination, un article différent de la catégorie à partir de l'élément similaire, à partir de l'image de style dans laquelle l'article similaire a été trouvé ; à rechercher la base de données de produits pour un article candidat de catégorie différente similaire à l'élément de coordination en fonction de la similarité d'image ; et fournir, en tant que produit de recommandation, au moins l'un de l'article candidat de même catégorie et de l'article candidat de catégorie différente.
(KO)
본 발명은 서비스 서버를 이용하여 사용자에게 패션 아이템 추천 서비스를 제공하는 방법에 관한 것이다. 구체적으로, 추천 서비스 요청을 수신하면, 추천 서비스 요청에 관한 특정 날짜(date)에 기반하여, 사용자 패션 데이터 베이스로부터 이전 년도(previous year)의 특정 날짜 전후의 소정 기간 상의 캘린더 데이터들과 연관된 특정 패션 아이템을 추출하는 단계, 사람의 느낌을 컴퓨터가 인식 가능한 데이터로 표현하는 스타일 레이블이 추출된 스타일 이미지들로 구성된 스타일 데이터베이스로부터, 특정 날짜를 기준으로 결정된 유행 패턴에 기반하여, 이미지 유사도를 기준으로 특정 패션 아이템과 유사한 아이템을 검색하는 단계, 상품의 내용에서 추출된 레이블이 인덱싱되어 구성된 상품 데이터베이스로부터, 이미지 유사도를 기준으로 유사한 아이템과 유사한 동일 카테고리 후보 아이템을 검색하는 단계, 유사한 아이템이 검색된 스타일 이미지로부터 유사한 아이템과 다른 카테고리의 아이템을 코디네이션 아이템으로 결정하는 단계, 상품 데이터베이스로부터, 이미지 유사도를 기준으로 코디네이션 아이템과 유사한 다른 카테고리 후보 아이템을 검색하는 단계 및 동일 카테고리 후보 아이템 및 다른 카테고리 후보 아이템 중 적어도 하나를 추천 상품으로 제공하는 단계를 포함하는 것을 특징으로 한다.
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