现代电子技术2024，Vol.47Issue(8)：25-30,6.DOI:10.16652/j.issn.1004-373x.2024.08.004
面向电商领域的旗袍知识图谱构建与实证研究
Construction and empirical research of cheongsam knowledge graph for e-commerce domain
摘要
Abstract
In order to explore the association relationship and hidden value of cheongsam clothing elements,a fine-grained cheongsam knowledge graph based on e-commerce data is constructed and empirical research is carried out.The cheongsam knowledge graph is constructed layer by layer from the bottom up.A fine-grained ontology model is designed based on a priori knowledge to provide a logical basis for the subsequent work.The raw data is collected and pre-processed,and they are normalised and filled by means of knowledge extraction and knowledge fusion to complete the design of the data layer.The data are stored in the graph database to achieve the visualisation.On this basis,deep mining and knowledge reasoning are carried out around cheongsam,clothing elements and consumer populations,and the empirical research is carried out with the help of graph analysis algorithms on social detection,similarity and element association.The results show that the cheongsam knowledge graph contains hidden relationships between clothing elements,and is capable of mining the intrinsic semantic information;there is a certain degree of knowledge correlation between the dress elements of cheongsam and the consumer population,which can assist in design and sales decisions.关键词
知识图谱/旗袍/电商数据/细粒度/知识抽取/Neo4j图数据库Key words
knowledge graph/cheongsam/e-commerce data/fine grain/knowledge extraction/Neo4j graph database分类
电子信息工程引用本文复制引用
宋丹,章银萍,伍洪健,袁理健..面向电商领域的旗袍知识图谱构建与实证研究[J].现代电子技术,2024,47(8):25-30,6.基金项目
湖南省普通高等学校教学改革重点项目:新工科视域下的图数双驱智慧教学新模式构建与研究(HNJG-20230950) （HNJG-20230950）
