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Genre Document Classification Using Flexible Length Phrares (CROSBI ID 524158)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Radošević, Danijel ; Dobša, Jasminka ; Mladenić, Dunja ; Stapić, Zlatko ; Novak, Miroslav Genre Document Classification Using Flexible Length Phrares // Proceedings of 17th International Conference on Information and Intelligent Systems / Aurer, Boris ; Bača, Miroslav (ur.). Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu, 2006. str. 23-28-x

Podaci o odgovornosti

Radošević, Danijel ; Dobša, Jasminka ; Mladenić, Dunja ; Stapić, Zlatko ; Novak, Miroslav

engleski

Genre Document Classification Using Flexible Length Phrares

In this paper we investigate possibility of using phrases of flexible length in genre classification of textual documents as an extension to classic bag of words document representation where documents are represented using single words as features. The investigation is conducted on collection of articles from document data base collected from three different sources representing different genres: newspaper reports, abstracts of scientific articles and legal documents. The investigation includes comparison between classification results obtained by using classic bag of words representation and results obtained by using bag of words extended by flexible length phrases.

flexible length phrases; bag of words representation; genre classification

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Podaci o prilogu

23-28-x.

2006.

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objavljeno

Podaci o matičnoj publikaciji

Proceedings of 17th International Conference on Information and Intelligent Systems

Aurer, Boris ; Bača, Miroslav

Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu

Podaci o skupu

17th International Conference on Information and Intelligent Systems IIS 2006

predavanje

20.09.2006-22.09.2006

Varaždin, Hrvatska

Povezanost rada

Računarstvo