论文信息 - IndoWordNet::Similarity- Computing Semantic Similarity and Relatedness using IndoWordNet

IndoWordNet::Similarity- Computing Semantic Similarity and Relatedness using IndoWordNet

Semantic similarity and relatedness measures play an important role in natural language processing applications. In this paper, we present the IndoWordNet::Similarity tool and interface, designed for computing the semantic similarity and relatedness between two words in IndoWordNet. A java based tool and a web interface have been developed to compute this semantic similarity and relatedness. Also, Java API has been developed for this purpose. This tool, web interface and the API are made available for the research purpose.

[1] Philip Resnik,et al. Using Information Content to Evaluate Semantic Similarity in a Taxonomy , 1995, IJCAI.

[2] Ted Pedersen,et al. WordNet::Similarity - Measuring the Relatedness of Concepts , 2004, NAACL.

[3] David W. Conrath,et al. Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy , 1997, ROCLING/IJCLCLP.

[4] Martin Chodorow,et al. Combining local context and wordnet similarity for word sense identification , 1998 .

[5] Martha Palmer,et al. Verb Semantics and Lexical Selection , 1994, ACL.

[6] Ted Pedersen,et al. Extended Gloss Overlaps as a Measure of Semantic Relatedness , 2003, IJCAI.

[7] Christiane Fellbaum,et al. Combining Local Context and Wordnet Similarity for Word Sense Identification , 1998 .

[8] Michael E. Lesk,et al. Automatic sense disambiguation using machine readable dictionaries: how to tell a pine cone from an ice cream cone , 1986, SIGDOC '86.