Browsing by Author "Huang, Anna"
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Clustering documents using a Wikipedia-based concept representation Huang, Anna; Witten, Ian H.; Frank, Eibe; Milne, David N. (Springer, 2009)This paper shows how Wikipedia and the semantic knowledge it contains can be exploited for document clustering. We first create a concept-based document representation by mapping the terms and phrases within documents to ...
Clustering documents with active learning using Wikipedia Huang, Anna; Witten, Ian H.; Frank, Eibe; Milne, David N. (IEEE Computer Society, 2009)Wikipedia has been applied as a background knowledge base to various text mining problems, but very few attempts have been made to utilize it for document clustering. In this paper we propose to exploit the semantic knowledge ...
Co-authors for Anna Huang
Anna Huang has 3 co-authors in Research Commons.