Kvantitativna strojna analiza razporeditve čustev na primeru Visoške kronike

Čibej, Jaka (author)

V prispevku predstavljamo nekatere možnosti kvantitativne strojne analize razporeditve čustev na primeru zgodovinskega romana Visoška kronika Ivana Tavčarja. Besedilo romana razdelimo na odstavke in s pomočjo leksikona čustvenih asociacij SloEmoLex 1.0 vsakemu odstavku strojno pripišemo številsko razporeditev osmih čustev: jeza, strah, žalost, gnus, presenečenje, pričakovanje, zaupanje in sreča. Rezultate vizualiziramo in jih na kratko interpretiramo glede na vsebino romana ter nakažemo potencialne koristi tovrstne strojne obdelave in možnosti za prihodnje delo pri strojni obdelavi čustev v slovenski književnosti.

• Language: Slovenian
• Keywords: slovenska književnost, strojna analiza čustev, leksikon čustvenih asociacij, Visoška kronika, Ivan Tavčar
• Typology: 1.16 - Independent Scientific Component Part or a Chapter in a Monograph
• Organization: FF - Faculty of Arts
• Publication status: Published
• Publication version: Version of Record
• Year: 2025
• Number of pages: Str. 59-66
• PID: 20.500.12556/RUL-179239
• UDC: 821.163.6:159.942:004
• DOI: 10.4312/Obdobja.44.59-66
• COBISS.SI-ID: 257854211
• Publication date in RUL: 09.02.2026

Record is a part of a monograph

• Title: Čustva in slovenska književnost
• Editors: Alojzija Zupan Sosič
• Place of publishing: Ljubljana
• Publisher: Založba Univerze
• Year: 2025
• ISBN: 978-961-297-712-2
• COBISS.SI-ID: 256053251
• Collection title: Zbirka Obdobja
• Collection numbering: 44
• Collection ISSN: 1408-211X

Licences

• License: CC BY-SA 4.0, Creative Commons Attribution-ShareAlike 4.0 International
• Link: http://creativecommons.org/licenses/by-sa/4.0/
• Description: This Creative Commons license is very similar to the regular Attribution license, but requires the release of all derivative works under this same license.

Secondary language

• Language: English

Abstract

This article presents some options for a quantitative automatic analysis of the distribution of emotions using Ivan Tavčar’s historical novel Visoška kronika (The Visoko Chronicle) as an example. The novel’s text is divided into paragraphs, and the SloEmoLex 1.0 Lexicon of Word– Emotion Associations is used to assign a numerical distribution of eight emotions to each paragraph: anger, fear, sadness, disgust, surprise, anticipation, trust, or joy. The results are visualized and briefly interpreted in terms of the novel’s content. In addition, several potential benefits of this automatic approach are presented, along with several possibilities for future work related to the automatic analysis of emotions in Slovenian literature.

• Keywords: Slovene literature, automatic emotion analysis, word–emotion association lexicon, Visoška kronika (The Visoko Chronicle), Ivan Tavčar

Projects

• Funder: ARIS - Slovenian Research and Innovation Agency
• Project number: P6-0411
• Name: Jezikovni viri in tehnologije za slovenski jezik

• Funder: ARIS - Slovenian Research and Innovation Agency
• Project number: GC-0002
• Name: Veliki jezikovni modeli za digitalno humanistiko