Vitriolic Journalism and Affective Bias: A Computational Sentiment Analysis of Serbia’s Informer

Srđan M. Jovanović

doi:10.18778/1427-9657.14.1.03

Autor

Srđan M. Jovanović Nankai University https://orcid.org/0000-0003-2612-4733

DOI:

https://doi.org/10.18778/1427-9657.14.1.03

Słowa kluczowe:

partyjność afektywna, dziennikarstwo tabloidowe, analiza sentymentu, RoBERTa, serbskie media, Informer

Abstrakt

Artykuł analizuje emocjonalny wydźwięk serbskiego dziennikarstwa tabloidowego poprzez analizę obliczeniową felietonów politycznych autorstwa Dragana J. Vučićevicia, redaktora Informera, gazety powszechnie znanej ze swojego politycznego powiązania z serbską partią rządzącą. Opierając się na analizie sentymentu z wykorzystaniem VADER i RoBERTa, przeanalizowano rozpowszechnienie i intensywność negatywnych afektów jako nośnika uprzedzeń politycznych i wrogości dyskursywnej. Połączone podejście metodologiczne wykorzystuje narzędzia oparte na leksykonie i transformatorze do pomiaru polaryzacji sentymentów i pewności modelu, tworząc porównawczy obraz agresji emocjonalnej we współczesnym dyskursie medialnym. Wyniki ujawniają spójną, skrajną negatywność w całym korpusie, przy zmienności intensywności retorycznej wykrytej przez uczenie głębokie. Umieszczając wyniki w kontekście badań nad partyjnością afektywną, propagandą i tabloidyzacją, artykuł przyczynia się do innowacji metodologicznych w badaniach nad dziennikarstwem i oferuje opartą na danych perspektywę performatywnej roli sentymentu w regresji demokratycznej.

Biogram autora

Srđan M. Jovanović - Nankai University

Srđan M. Jovanović is an interdisciplinary historian, social theorist, and political scientist, living and working in Tianjin, China, as Associate Professor at the College of History, Nankai University. Prior to moving to China, had taught and/or conducted research at Lund University (Sweden), the Polish Academy of Sciences’ Institute for Advanced Study (Poland), Palacky University Olomouc (the Czech Republic), University of Košice (Slovakia), New Europe College (Romania), and Istanbul Sehir University (Turkey). He is the author of over 50 research articles and several books, as well as the holder of numerous fellowships, grants, and scholarships at international levels. He speaks English, Serbo-Croatian, Czech, and Swedish, with working knowledge of Russian, German, Polish, Slovak, Italian, and Mandarin.

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