基于知识图谱的家具产业链构建方法研究  

Research on Furniture Industry Chain Construction Method Based on Knowledge Graph

作　　者：武倩倩 李雪莲[1] 方志坚 Qianqian Wu;Xuelian Li;Zhijian Fang(School of Art∙Design,Zhejiang Sci-Tech University,Hangzhou Zhejiang;School of Information Science and Engineering,Zhejiang Sci-Tech University,Hangzhou Zhejiang)

机构地区：[1]浙江理工大学艺术与设计学院,浙江杭州 [2]浙江理工大学信息学院,浙江杭州

出　　处：《运筹与模糊学》2024年第2期314-321,共8页Operations Research and Fuzziology

基　　金：浙江省科学技术厅“领雁”研发攻关计划项目(2022C01220);浙江省高等教育“十四五”教学改革项目-jg20220192。

摘　　要：本研究针对家具产业链中存在的信息孤岛、供应链不透明等问题,探索了一种基于知识图谱的家具产业链构建方法。首先,我们采用品类划分法结合家具产业特征将家具产业知识和家具产业链节点进行梳理与整合;其次,我们引入了实体识别与关系建模的发方法,通过利用知识图谱技术,对家具产业链中的关键实体进行精准识别,并建模知识实体之间的关系与属性网络,同时运用智能化决策与优化算法,为不同产业提供高效决策建议,从而推动家具产业链的创新发展;最后以坐具品类为例,验证了该方法显著提高了家具产业链信息处理速度和准确性,进一步推动了资源的合理配置,从而在创新方面取得了积极的成果。Aiming at the problems of information island and opaque supply chain in furniture industry chain,this paper explores a method of furniture industry chain construction based on knowledge graph.First of all, we use the category division method combined with the characteristics of furniture industry to sort out and integrate the furniture industry knowledge and furniture industry chain nodes;secondly, we introduce the development method of entity recognition and relationship modeling. By using knowledge graph technology, we accurately identify key entities in the furniture industry chain, and model the relationship and attribute network among knowledge entities. At the same time, intelligent decision-making and optimization algorithms are used to provide efficient decision-making suggestions for different industries, so as to promote the innovation and development of the furniture industry chain. Finally, taking the furniture category as an example, it is verified that the method significantly improves the information processing speed and accuracy of the furniture industry chain, further promotes the reasonable allocation of resources, and thus achieves positive results in innovation.

关 键 词：家具产业链 知识图谱 可持续性 数据整合 智能决策 

分 类 号：F42[经济管理—产业经济]