Topic modelling of Croatian news during COVID-19 pandemic

Bogović, Petar Kristijan; Meštrović, Ana; Beliga, Slobodan; Martinčić-Ipšić, Sanda

doi:10.23919/MIPRO52101.2021.9597125

Scientific paper - Original scientific paper

Topic modelling of Croatian news during COVID-19 pandemic

In: 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO). Opatija, Croatia,: MIPRO, 2021. pp. 1044-1051. https://doi.org/10.23919/MIPRO52101.2021.9597125

Bogović, Petar Kristijan; Meštrović, Ana; Beliga, Slobodan; Martinčić-Ipšić, Sanda

Cite this document

APA 6th Edition

Bogović, P. K., Meštrović, A., Beliga, S. & Martinčić Ipšić, S. (2021). Topic modelling of Croatian news during COVID-19 pandemic. 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO) (pp. 1044-1051). Opatija, Croatia,: MIPRO. doi: 10.23919/MIPRO52101.2021.9597125

MLA 8th Edition

Bogović, Petar Kristijan, et al. "Topic modelling of Croatian news during COVID-19 pandemic." 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), MIPRO, 2021, pp. 1044-1051. https://urn.nsk.hr/urn:nbn:hr:195:028914

Chicago 17th Edition

Bogović, Petar Kristijan, Ana Meštrović, Slobodan Beliga and Sanda Martinčić Ipšić. "Topic modelling of Croatian news during COVID-19 pandemic." In 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), 1044-1051. Opatija, Croatia,: MIPRO, 2021. Accessed 2024 May 09. https://urn.nsk.hr/urn:nbn:hr:195:028914

Harvard

Bogović, P. K., et al. (2021) 'Topic modelling of Croatian news during COVID-19 pandemic', 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), MIPRO, Opatija, Croatia,, pp. 1044-1051. Available at: https://urn.nsk.hr/urn:nbn:hr:195:028914 (Accessed 09 May 2024)

Vancouver

Bogović PK, Meštrović A, Beliga S, Martinčić Ipšić S. Topic modelling of Croatian news during COVID-19 pandemic. 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO). Opatija, Croatia,: MIPRO; 2021. Pp. 1044-1051. [cited 2024 May 09] Available at: https://urn.nsk.hr/urn:nbn:hr:195:028914

IEEE

P. K. Bogović, A. Meštrović, S. Beliga and S. Martinčić Ipšić, "Topic modelling of Croatian news during COVID-19 pandemic", 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO) Opatija, Croatia,: MIPRO, 2021. [Online] Available at: https://urn.nsk.hr/urn:nbn:hr:195:028914 [Accessed: 09 May 2024]

Cite this item: https://urn.nsk.hr/urn:nbn:hr:195:028914

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Metadata

Title (english)	Topic modelling of Croatian news during COVID-19 pandemic
Author	Petar Kristijan Bogović
Author	Ana Meštrović
Author	Slobodan Beliga
Author	Sanda Martinčić-Ipšić
Author's institution	University of Rijeka (Faculty of Informatics and Digital Technologies)
Scientific / art field, discipline and subdiscipline	SOCIAL SCIENCES Information and Communication Sciences
Scientific / art field, discipline and subdiscipline	TECHNICAL SCIENCES Computing Artificial Intelligence
Abstract (english)	This paper addresses topic modelling in Croatian news articles related to COVID-19 pandemics and corresponding comments. We identify and analyze Croatian online news media's main topics for the first nine months of pandemics shedding some light on the leading themes covered in news articles and corresponding comments. Topics are derived automatically by training the model and calculating topics' coherence values. We report the results by listing the top 15 detected words in top 10 detected topics from the content of articles and corresponding comments. Our findings include the analysis of intersected topics and discussion of dissents. Obtained results are the first step toward better information monitoring and hopefully mitigating the infodemics effect in Croatia.
Keywords (english)
Language	english
Publication type	Scientific paper - Original scientific paper
Publication status	Published
Peer review	Peer review - international
Publication version	Published version
Publication title	2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO)
Numbering	pp. 1044-1051
BPC	0 HRK
p-ISSN	2623-8764
DOI	https://doi.org/10.23919/MIPRO52101.2021.9597125
URN:NBN	urn:nbn:hr:195:028914
Publication	2021-09-30
Conference	Title: 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO) Acronym: MIPRO Location: Opatija, Croatia Organizer: MIPRO Start date: 2021-09-27 End date: 2021-09-30 Assembly type: Lecture
Document URL	https://ieeexplore.ieee.org/abstract/document/9597125
Type of resource	Text
Publisher	MIPRO
Publishing place	Opatija, Croatia,
Access conditions	Open access
Terms of use
Created on	2023-02-03 09:47:22