Naslov
Croatian web text summarizer (CroWebSum)

Autori
Mikelić Preradović, Nives ; Ljubešić, Nikola ; Boras, Damir

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni

Knjiga
Proceedings of the ITI 2010 32nd International Conference on INFORMATION TECHNOLOGY INTERFACES

Urednik/ci
Luzar-Stiffler, Vesna ; Bekić, Zoran ; Jarec, Iva

Izdavač
Sveučilišni računski centar Sveučilišta u Zagrebu (Srce)

Grad
Zagreb

Godina
2010

Raspon stranica
109-114

ISBN
978-1-4244-5732-8

Ključne riječi
Newspaper text summarizer, SweSum, Croatian language, extract, inflected language

Sažetak
The paper describes automatic summarization of newspaper texts in Croatian language. The goal of the CroWebSum is to generate high-quality extracts that are both coherent and keep relevant information from the original text. The preliminary evaluation shows that extracts in the size of 10 % of the original text have good coherence, while the extract in the size of 5 % of the original text still conveys the most relevant information. Also, while cutting down news to SMS size (maximum 160 characters), CroWebSum performed quite well. The research brought us to conclusion that we should develop a technique that uses context vectors to calculate the semantic similarity between the terms in the document as well as pronoun resolution algorithm in order to improve the text summarization for Croatian language.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti

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