Title :
The Realization and Discussion of Word Sense Disambiguation Based on Ontology
Author_Institution :
Comput. Dept., Yanshan Univ. Qinhuangdao, Qinhuangdao, China
Abstract :
In natural language, it is very common that one word has several different meanings. The well solution of word sense disambiguation (WSD) problem is the basis of natural language processing. In this paper, based on the certainty of word sense in certain language context, a new method is put forward based on ontology to solve the problem of WSD. And also, a prototype is developed to solve the WSD of "FT" in Chinese. Ontology is used to describe the knowledge of word and sense, and Jena reasoning rules are used to reason the mean of one ambiguous word. This method can be of great help to solve WSD.
Keywords :
inference mechanisms; natural language processing; ontologies (artificial intelligence); Jena reasoning rules; natural language processing; ontology; word sense disambiguation; Dictionaries; Machine learning; Natural language processing; Natural languages; Ontologies; Prototypes; Statistical analysis; Statistics; Sun; Training data;
Conference_Titel :
Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4507-3
Electronic_ISBN :
978-1-4244-4507-3
DOI :
10.1109/CISE.2009.5363573
