Author Disambiguation Using Wikipedia-Based Explicit Semantic Analysis

Author disambiguation suffers from the shortage of topical terms to identify authors. This study attempts to augment term-based topical representation of authors with the concept-based one obtained from Wikipedia-based explicit semantic analysis (ESA). Experiments showed that the use of additional E...

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Bibliographic Details
Published inNatural Language Processing and Information Systems pp. 351 - 354
Main Author Kang, In-Su
Format Book Chapter
LanguageEnglish
Published Berlin, Heidelberg Springer Berlin Heidelberg 2012
SeriesLecture Notes in Computer Science
Subjects
Author Disambiguation
Explicit Semantic Analysis
Topical Representation
Wikipedia
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Summary:Author disambiguation suffers from the shortage of topical terms to identify authors. This study attempts to augment term-based topical representation of authors with the concept-based one obtained from Wikipedia-based explicit semantic analysis (ESA). Experiments showed that the use of additional ESA concepts improves author-resolving performance by 13.5%.
ISBN:3642311776
9783642311772
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-642-31178-9_46