Learning to link with Wikipedia
Witten, I.H. & Milne, D. (2008). Learning to link with Wikipedia. In Proceeding of the 17th ACM conference on Information and knowledge management, Napa Valley, California, USA, October 26-20, 2008(pp. 509-518).New York, NY, USA: ACM.
Permanent Research Commons link: https://hdl.handle.net/10289/1817
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. Out 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.
This is an author’s version of an article published in Proceeding of the 17th ACM conference on Information and knowledge management, Napa Valley, California, USA, October 26-20, 2008. © 2008 ACM.