articleJan 1, 2008Closed access

An effective, low-cost measure of semantic relatedness obtained from Wikipedia links

University of Waikato

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.!

Citation impact

678
total citations
FWCI
73.96
Percentile
100%
References
15
Citations per year

Authors

2

Topics & keywords

Keywords
  • Hyperlink
  • Computer science
  • Compromise
  • Hierarchy
  • Semantic similarity
  • Information retrieval
  • Measure (data warehouse)
  • Semantic Web
UN Sustainable Development Goals
  • Quality Education
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