图书情报知识 ›› 2019, Vol. 0 ›› Issue (6): 102-110.doi: 10.13366/j.dik.2019.06.102

• 情报、信息与共享 • 上一篇    下一篇

语义网络发展历程与现状研究

谭荧,张进,夏立新   

  • 出版日期:2019-11-10 发布日期:2019-12-03

Research on the Development and Status of Semantic Network

  • Online:2019-11-10 Published:2019-12-03

摘要: [目的/意义]探索语义网络发展历程与现状,对语义网络的概念、类型、技术、优势等方面进行分析并为未来的研究提供方向。
[研究设计/方法]基于系统文献综述的方法,收集信息科学、图书情报学等领域关于语义网络主题的高质量论文。经过自动和手动检索,确定了106篇文献进行回顾和综合整理。[结论/发现] 追溯语义网络理论的渊源,辨析其与语义网及知识图谱的关系,并深入探讨了语义网络的潜在优势和进一步研究的限制因素。[创新/价值]为信息科学和图书情报学研究人员和相关从业者提供参考和支持。

关键词: 语义网络, 语义网络分析, 知识表示, 发展历程, 现状研究

Abstract: [Purpose/Significance]This article aims to explore the development and research status of semantic network, and also analyze the concept, classification, technology and advantage in order to direct future research.[Design/Methodology]With the method of systematic literature review, high-quality papers on the topic of semantic networks in the field of information science were collected. After the automatic and manual retrieval, 106 articles were chosen to be reviewed and compiled.[Findings/Conclusion]In this paper, the origin of semantic network theory has been traced,   the concepts of semantic network, semantic web and knowledge map have been differentiated and analyzed. Additionally, the potential advantages of semantic network and the restrictions on further research have been explored.[Originality/Value]It could provide reference and support for researchers of information science and practitioners in related areas.

Keywords: Semantic network, Semantic network analysis, Knowledge representation, Development, Research status