Aspect-Oriented Opinion Mining from User Reviews in Croatian (CROSBI ID 597896)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Glavaš, Goran ; Korenčić, Damir ; Šnajder, Jan
engleski
Aspect-Oriented Opinion Mining from User Reviews in Croatian
Aspect-oriented opinion mining aims to identify product aspects (features of products) about which opinion has been expressed in the text. We present an approach for aspect-oriented opinion mining from user reviews in Croatian. We propose methods for acquiring a domain-specific opinion lexicon, linking opinion clues to product aspects, and predicting polarity and rating of reviews. We show that a supervised approach to linking opinion clues to aspects is feasible, and that the extracted clues and aspects improve polarity and rating predictions.
Opinion mining; opinion lexicon; Croatian language
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Podaci o prilogu
18-23.
2013.
objavljeno
Podaci o matičnoj publikaciji
Procedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing
Sofija: Association for Computational Linguistics (ACL)
Podaci o skupu
4th Biennial International Workshop on Balto-Slavic Natural Language Processing
predavanje
08.08.2013-09.08.2013
Sofija, Bugarska