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利用概念格发现领域关键词间的语义关系

Finding semantic relationship among domain keywords based on concept lattice
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摘要 提出一种利用概念格发现领域关键词间的语义关系的方法,定义了关键词间两种语义关系:相似关系和蕴含关系;关键词根据其出现频率高低分为高频关键词、中频关键词、低频关键词,进而形成关键词的语义空间。为发现高层次主题间语义关系提供了条件,也为形成语义网络奠定了一定的基础。在上海某服装搜索引擎项目中取得了很好的效果,可以直接应用于搜索引擎中的相关搜索和关键词扩展。 A method to find the semantic relationship among domain keywords based on concept lattice is proposed, and two semantic relationships: Similar relationship and imply relationship are defined. According to the frequency of the keyword occurring in the text, keywords are classified as high-fi'equency keywords, middle-frequency keywords, and low-frequency keywords. It forms the semantic space ofkeywords, providing the condition to find the semantic relationships in the topic level and form the semantic network. Good result is obtained in the search engine about clothes in Shanghai, and can be directly applied to related search and keyword extending.
出处 《计算机工程与设计》 CSCD 北大核心 2009年第22期5239-5242,5247,共5页 Computer Engineering and Design
基金 上海市第五期重点学科"高可信计算与智能信息处理"基金项目(J50103)
关键词 向量空间模型 概念格 领域 关键词 语义 VSM concept lattice domain keyword semantic
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  • 1欧阳为民.数据库中频繁模式的发现研究.博士学位论文[M].中国科学技术大学,1998,5..
  • 2欧阳为民,博士学位论文,1998年
  • 3Cheung D W,Proc of 1996 Int’l Conf on Data Engineering (ICDE’96 ),1996年
  • 4Carpineto C, Romano G. Information retrieval through hybrid navigation of lattice representations. International Journal of Human-Computer Studies, 1996, 45: 553-578
  • 5Carpineto C, Romano G. A lattice conceptual clustering system and its application to browsing retrieval. Machine Learning, 1996, 24(2):95-122
  • 6Godin R, Mineau G W, Missaoui R. Incremental structuring of knowledge bases. In: Proc International Symposium on Knowledge Retrieval, Use, and Storage for Efficiency(KRUSE'95), Santa Cruz, 1995. 179-193
  • 7Godin R, Missaoui R, Alaoui H. Incremental concept formation algorithms based on Galois (concept) lattices. Computational Intelligence, 1995, 11(2):246-267
  • 8Godin R, Mili H, Mineau G W et al. Design of class hierarchies based on concept (Galois) lattices. Theory and Application of Object Systems, 1998, 4(2):117-134
  • 9Nourine L, Raynaud O. A fast algorithm for building lattices. Information Processing Letters, 1999, 71(5-6):199-204
  • 10Snelting G, Tip T. Reengineering class hierarchies using concept analysis. In: Proc ACM SIGSOFT Symposium on the Foundations of Software Engineering, Lake Buena Vista, Frorida, USA, 1998. 99-110

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