Concept Indexing for Automated Text Categorization
Identifieur interne : 001555 ( Main/Exploration ); précédent : 001554; suivant : 001556Concept Indexing for Automated Text Categorization
Auteurs : María G Mez [Espagne] ; Carlos Cortizo [Espagne] ; Enrique Puertas [Espagne] ; Miguel Ruiz [Espagne]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2004.
Abstract
Abstract: In this paper we explore the potential of concept indexing with WordNet synsets for Text Categorization, in comparison with the traditional bag of words text representation model. We have performed a series of experiments in which we also test the possibility of using simple yet robust disambiguation methods for concept indexing, and the effectiveness of stoplist-filtering and stemming on the SemCor semantic concordance. Results are not conclusive yet promising.
Url:
DOI: 10.1007/978-3-540-27779-8_17
Affiliations:
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We have performed a series of experiments in which we also test the possibility of using simple yet robust disambiguation methods for concept indexing, and the effectiveness of stoplist-filtering and stemming on the SemCor semantic concordance. Results are not conclusive yet promising.</div></front></TEI><affiliations><list><country><li>Espagne</li></country><region><li>Communauté de Madrid</li></region><settlement><li>Madrid</li></settlement></list><tree><country name="Espagne"><region name="Communauté de Madrid"><name sortKey="G Mez, Maria" sort="G Mez, Maria" uniqKey="G Mez M" first="María" last="G Mez">María G Mez</name></region><name sortKey="Cortizo, Carlos" sort="Cortizo, Carlos" uniqKey="Cortizo C" first="Carlos" last="Cortizo">Carlos Cortizo</name><name sortKey="G Mez, Maria" sort="G Mez, Maria" uniqKey="G Mez M" first="María" last="G Mez">María G Mez</name><name sortKey="Puertas, Enrique" sort="Puertas, Enrique" uniqKey="Puertas E" first="Enrique" last="Puertas">Enrique Puertas</name><name sortKey="Puertas, Enrique" sort="Puertas, Enrique" uniqKey="Puertas E" first="Enrique" last="Puertas">Enrique Puertas</name><name sortKey="Ruiz, Miguel" sort="Ruiz, Miguel" uniqKey="Ruiz M" first="Miguel" last="Ruiz">Miguel Ruiz</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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