An Effective, Low-Cost Measure of Semantic Relatedness Obtained from Wikipedia Links (2008)
| Venue: | In Proceedings of AAAI 2008 |
| Citations: | 42 - 6 self |
BibTeX
@INPROCEEDINGS{Milne08aneffective,,
author = {David Milne and Ian H. Witten},
title = {An Effective, Low-Cost Measure of Semantic Relatedness Obtained from Wikipedia Links},
booktitle = {In Proceedings of AAAI 2008},
year = {2008}
}
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Abstract
This paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide structured world knowledge about the terms of interest. Our approach is unique in that it does so using the hyperlink structure of Wikipedia rather than its category hierarchy or textual content. Evaluation with manually defined measures of semantic relatedness reveals this to be an effective compromise between the ease of computation of the former approach and the accuracy of the latter.
