Naslov
Topics and their Salience in the 2015 Parliamentary Election in Croatia: A Topic Model based Analysis of the Media Agenda

Autori
Korenčić, Damir ; Grbeša-Zenzerović, Marijana ; Šnajder, Jan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), ostalo

Izvornik
Proceedings of the International Conference on the Advances in Computational Analysis of Political Text / Širinić, Daniela ; Šnajder, Jan ; Fazekas Zoltán ; Bevan Shaun - Zagreb : Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu, 2016, 56-62

ISBN
978-953-184-220-4

Skup
The International Conference on the Advances in Computational Analysis of Political Text

Mjesto i datum
Dubrovnik, Hrvatska, 14.06.2016. - 16.06.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Nije recenziran

Ključne riječi
media agenda ; topic models

Sažetak
There is a growing interest in automated content analysis for agenda-setting stud- ies. While topic models have shown to be useful for this purpose, they are generally troubled with low topic quality and cover- age. To alleviate this, Korenčić et al. (2015) proposed a semi- supervised topic modeling methodology. The aim of this work is to gain a better understanding of their method- ology, by conducting a preliminary study of the media agenda during the 2015 parlia- mentary election in Croatia. Our goal is to analyze the topics and their salience during the official election campaign and the lively post-election negotiation period. We report on the methodological insights gained from this study and a preliminary analysis of the media agenda during the election period.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA