Topic Discovery in Web Collections via Graph Local Clustering

Topic Discovery in Web Collections via Graph Local Clustering

Sara Elena Garza Villarreal (Universidad Autónoma de Nuevo León, Mexico) and Ramón Brena (Tec de Monterrey, Mexico)
DOI: 10.4018/978-1-60960-881-1.ch011
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Abstract

An extensive review of existing literature on clustering and topic mining is given throughout the chapter as well.
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2. Background And State Of Art

Hyperlink-based topic extraction with Wikipedia as a case study suggests a review in three dimensions: (1) Web structure mining for group detection, (2) topic mining, and (3) semantic information extraction in Wikipedia (which we can refer to also as “Wikipedia mining”).

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