Pregled bibliografske jedinice broj: 258929
Flexible length phrases in document classification
Flexible length phrases in document classification // Proceedings of the 28th International Conference on Information Technology Interfaces / Lužar-Stiffer, Vesna ; Hljuz Dobrić, Vesna (ur.).
Zagreb: University of Zagreb, University Computing Centre, 2006. str. 457-462 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 258929 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Flexible length phrases in document classification
Autori
Radošević, Danijel ; Jasminka, Dobša ; Mladenić, Dunja
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 28th International Conference on Information Technology Interfaces
/ Lužar-Stiffer, Vesna ; Hljuz Dobrić, Vesna - Zagreb : University of Zagreb, University Computing Centre, 2006, 457-462
Skup
28th International Conference on Techology Interfaces
Mjesto i datum
Dubrovnik, Hrvatska; Cavtat, Hrvatska, 19.06.2006. - 22.06.2006
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
document classification; bag of words representation; flexible length phrases
Sažetak
In this paper we investigate possibility of using phrases of flexible length in classification of textual documents as an extension to classic bag of words document representation where documents are represented using single words as index terms. The investigation is conducted on collection of articles from Večernji list. It is shown that usage of flexible length phrases improves precision of automatic document classification and there are indications that such approach could be used for genre classification.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
POVEZANOST RADA
Ustanove:
Fakultet organizacije i informatike, Varaždin
