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paper 3, Adopting Domain Knowledge to Enhance Lexical Chain for Unsupervised Word Sense Disambiguation

In Session 1 Software Technology and Engineering from: International Conference on Software Technology and Engineering, 3rd (ICSTE 2011)
Author(s)/Editor(s): Mohamed Othman, Raja Suzana Raja Kasim
859797 Cover Image
Published: 2011
Author(s)/Editor(s): Wei Jan Lee, Edwin Mit
Chapter Page Count: 6 pages

Table of Contents

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Chapter Contents

  • Abstract
  • Key Words
  • 1. Introduction
  • 2. Lexical Chain Approach
  • 3. Evaluation Result
  • 4. Conclusion
  • References

Excerpt

This paper represents an idea of integrating approaches for disambiguating the word sense of a text. It combines two knowledge sources of Word Sense Disambiguation (WSD) approaches so that a better approach to be introduced to WSD research area. The Lexical Chain approach will be adopted together with the Domain knowledge to define word meaning. In order to show the efficiency of the adopting another approach, the Lexical Chain approach will be discussed in details so that the weakness of this approach could be covered by adopting the domain knowledge. The result proved that by adopting the domain knowledge into Lexical Chain approach increased the performance.



©2011 ASME

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Print ISBN:

9780791859797

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