文章基本信息

标题：Automatic Word Sense Disambiguation Using Wikipedia Link Structure
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作者：V.Ramsundhar ; M.Ramkumar ; J.Sivakumar 等
期刊名称：International Journal of Computer Science and Communication Networks
电子版ISSN：2249-5789
出版年度：2013
卷号：3
期号：3
页码：147-151
出版社：Technopark Publications
摘要：In this project an approach based on Wikipedia link structure for word sense Disambiguation is presented and evaluated. This paper describes a method for creating sense tagged data using Wikipedia as a source of sense semantic annotations. Word sense disambiguation (WSD) is the ability to identify the meaning of words in context in a computational manner. It is essence of communication in a natural language. Through word sense disambiguation experiments and results we show that the Wikipedia-based sense annotations are reliable and can be used to construct accurate sense. Ambiguous words or sentences can be understood multiple ways, though only one meaning is intended. Disambiguation seeks to decipher the intended meaning of words and sentences.. However, the presented approach has several limitations: a small sample and a big number of fine senses in WordNet, many of which are not that distinguishable from each other
关键词：Word Sense Disambiguation; Wikipedia; Wordnet; Semantic web