Categorization of Wikipedia articles with spectral clustering

Julian Szymański

doi:10.1007/978-3-642-23878-9_14

Categorization of Wikipedia articles with spectral clustering

Abstract

Abstract. The article reports application of clustering algorithms for creating hierarchical groups withinWikipedia articles.We evaluate three spectral clustering algorithms based on datasets constructed with usage ofWikipedia categories. Selected algorithm has been implemented in the system that categorize Wikipedia search results in the fly.

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Julian Szymański dr hab. inż.

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Details

Category:: Articles
Type:: artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Published in:: LECTURE NOTES IN COMPUTER SCIENCE pages 108 - 115,
ISSN: 0302-9743
Language:: English
Publication year:: 2011
Bibliographic description:: Szymański J.: Categorization of Wikipedia articles with spectral clustering// LECTURE NOTES IN ARTIFICIAL INTELLIGENCE. -., nr. No 6936 (2011), s.108-115
DOI:: Digital Object Identifier (open in new tab) 10.1007/978-3-642-23878-9_14
Verified by:: Gdańsk University of Technology