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Investigation of the Relationship between Phonemic Composition and Emotional Valence of Text

„Аз-буки“ от „Аз-буки“
30-04-2024
in Uncategorized
A A

Dr. Velina Slavova, Prof., Dr. Filip Andonov, Ass. prof.
New Bulgarian University

https://doi.org/10.53656/math2024-2-6-inv

Absract. This paper is based on the results of published authorial research on the relationship between the sound composition of language and emotion, leading to the conclusions and generalizations drawn here. In order to uncover deeper relationships between language and emotion, a methodology and corresponding automated system was developed that allowed the application of statistical methods over the phonemic composition of large volumes of textual data. So far, the English data and the results of the applied statistical methods confirm the existence of dependencies between phoneme composition expressed as vowel-consonant pairs and emotional valence (positive-negative emotion) for news texts from the Internet.
The presented research necessitated the development of an automated system. The system was implemented with the participation of computer science students, within the framework of full-time courses. Our experience suggests that incorporating research topics into the undergraduate curriculum helps to understand both the role of in formation technology for research and the limitations of systems used as “artificial intelligence”.
Keywords: phonosemantics; emotional sound symbolism; emotion recognition in text; education in informatics

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  • Editions
    • Strategies for Policy in Science and Education
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    • Filosofiya-Philosophy
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  • Monographs, Proceedings
    • Proceedings of 3-rd International Scientific Conference “Industrial Growth Conference 2024”
    • ННП „Oпазване на околната среда и намаляване на риска от неблагоприятни явления и природни бедствия“
    • Помагало по български език „Приятели“ A2
    • Приятели А1 – А2 част 2
    • Приятели А1 – А2 част 1
    • Fascination: E.T.A. Hoffmann
    • III Национална училищна конференция ,,Споделени педагогически практики в преподаването на природни науки”
    • Да литна високо в небето… / Volare in Alto nel Cielo…
    • ПЛАМЕННИ НАДЕЖДИ
    • АТЛАС „КИРИЛ И МЕТОДИЙ“
    • Demographic Situation and Labour Market in Blagoevgrad and Kyustendil Districts
    • Proceeding of 1st International Conference on Environmental Protection and Disaster RISKs
    • Bulgaria - North Macedonia - Slovenia: Intercultural Dialogues in XXI Century
    • Methodology for strategic planning of national energy
    • Europe’s Core-Periphery Relations and Horizontal Disparities
    • Bulgaria - Macedonia - Slovenia: Intercultural Dialogues in the 21st Century, Part II
    • Local and Regional Aspects of Natural Hazards
    • ADAPTED METHODOLOGY OF HISTORY EDUCATION
    • VASIL LEVSKI. FROM THE CURVES OF LITERARY ICONOGRAPHY
    • Bulgaria - Macedonia - Slovenia: Intercultural Dialogues in the 21st Century
    • Gender World In Different Cultural Models
    • ADAPTED METHODOLOGY OF HISTORY EDUCATION 2
    • THEORETICAL MODEL FOR A CUMULATIVE LEXICOGRAPHING OF WORDS OF FOREIGN ORIGIN IN THE BULGARIAN LANGUAGE
    • БЪЛГАРСКИЯТ ЕЗИК, ЛИТЕРАТУРА И КУЛТУРА: ПЪТИЩА ПРЕЗ МУЛТИКУЛТУРНИЯ СВЯТ
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