Pregled bibliografske jedinice broj: 633585
Aspect-Oriented Opinion Mining from User Reviews in Croatian
Aspect-Oriented Opinion Mining from User Reviews in Croatian // Procedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing
Sofija: Association for Computational Linguistics (ACL), 2013. str. 18-23 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 633585 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Aspect-Oriented Opinion Mining from User Reviews in Croatian
Autori
Glavaš, Goran ; Korenčić, Damir ; Šnajder, Jan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Procedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing
/ - Sofija : Association for Computational Linguistics (ACL), 2013, 18-23
Skup
4th Biennial International Workshop on Balto-Slavic Natural Language Processing
Mjesto i datum
Sofija, Bugarska, 08.08.2013. - 09.08.2013
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Opinion mining; opinion lexicon; Croatian language
Sažetak
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.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo
POVEZANOST RADA
Projekti:
036-1300646-1986 - Otkrivanje znanja u tekstnim podacima (Dalbelo-Bašić, Bojana, MZO ) ( CroRIS)
098-0982560-2566 - Mjerenje i karakterizacija podataka iz stvarnog svijeta (Medved-Rogina, Branka, MZOS ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb,
Institut "Ruđer Bošković", Zagreb
