论文信息 - A new approach to compute semantic relevance of Chinese words

A new approach to compute semantic relevance of Chinese words

Words semantic relevance computation which explores semantic relevance/distance between two words is broadly used in many applications, such as word sense disambiguation, information retrieval, structural disambiguation in parsing syntactic, text categorization, etc. We study the relation among sememes and the functions of dynamic roles in concepts and their relevant sememes set. We also propose a new approach to compute words semantic relevance which is based on the relation files provided in HowNet. Experimental results show that this approach can reveal the semantic relevance between words efficiently.

Wei Quan | Li Gang | Dai Qiangbin

[1] Zhang Feng. Semantic Relevancy Computing Based on Hownet , 2005 .

[2] Wu Jian. Web Service Discovery Based on Ontology and Similarity of Words , 2005 .

[3] Xiaoming Liu,et al. Research on Topic Relevancy of Sentences Based on HowNet Semantic Computation , 2009, 2009 Ninth International Conference on Hybrid Intelligent Systems.

[4] Zeng Guangzhou,et al. An efficient control mechanism of mobile agents , 2001, Proceedings 2001 International Conference on Computer Networks and Mobile Computing.

[5] Li Fang,et al. An New Approach Measuring Semantic Similarity in Hownet 2000 , 2007 .

[6] Lillian Lee,et al. Similarity-Based Approaches to Natural Language Processing , 1997, ArXiv.

[7] Myoung-Ho Kim,et al. Information Retrieval Based on Conceptual Distance in is-a Hierarchies , 1993, J. Documentation.

[8] M. Young. The technical writer's handbook : writing with style and clarity , 1989 .

[9] Ido Dagan,et al. Similarity-Based Models of Word Cooccurrence Probabilities , 1998, Machine Learning.

[10] Eneko Agirre,et al. A Proposal for Word Sense Disambiguation using Conceptual Distance , 1995, ArXiv.

[11] Philip Resnik,et al. Semantic Similarity in a Taxonomy: An Information-Based Measure and its Application to Problems of Ambiguity in Natural Language , 1999, J. Artif. Intell. Res..

[12] Roy Rada,et al. Development and application of a metric on semantic nets , 1989, IEEE Trans. Syst. Man Cybern..