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Computer Networks and ISDN Systems
Volume 30, Issues 1-7, April 1998, Pages 75-84
Proceedings of the Seventh International World Wide Web Conference
 
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doi:10.1016/S0169-7552(98)00020-8    How to Cite or Link Using DOI (Opens New Window)
Copyright © 1998 Published by Elsevier B.V.

Automated link generation: Can we do better than term repetition?

Stephen J. GreenE-mail The Corresponding Author

Microsoft Research Institute, School of MPCE, Macquarie University, Sydney, NSW 2109, Australia

Available online 17 June 1999.

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Abstract

Most current automatic hypertext generation systems rely on term repetition to calculate the relatedness of two documents. There are well-recognized problems with such approaches, most notably, they are vulnerable to the linguistic effects of synonymy (many words for the same concept) and polysemy (many concepts for the same word). I propose a novel method for automatic hypertext generation that is based on a technique called lexical chaining, a method for discovering sets of related words in a text. I will also present the results of an empirical study designed to test this method in the context of a question answering task from a database of newspaper articles.

Author Keywords: Automatic hypertext generation; Semantic relatedness

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Computer Networks and ISDN Systems
Volume 30, Issues 1-7, April 1998, Pages 75-84
Proceedings of the Seventh International World Wide Web Conference
 
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