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Pregled bibliografske jedinice broj: 1197538

An overview of common emotion models in computer systems


Horvat, Marko; Stojanović, Aleksandar; Kovačević, Željko
An overview of common emotion models in computer systems // Proceedings of MIPRO 2022 / Skala, Karolj (ur.).
Opatija: Croatian Society for Information, Communication and Electronic Technology – MIPRO, 2022. str. 1152-1157 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
An overview of common emotion models in computer systems

Autori
Horvat, Marko ; Stojanović, Aleksandar ; Kovačević, Željko

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

Izvornik
Proceedings of MIPRO 2022 / Skala, Karolj - Opatija : Croatian Society for Information, Communication and Electronic Technology – MIPRO, 2022, 1152-1157

Skup
MIPRO 2022 45th Jubilee International Convention on Information and Communication Technology, Electronics and Microelectronics

Mjesto i datum
Opatija, Hrvatska, 23.-27.05.2022

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
affective computing, emotion, data model, emotion stimulation, emotion estimation

Sažetak
Emotions are an omnipresent and important factor in the interaction and communication between people. Since emotions are an indispensable part of human life, it would accelerate the progress of artificial intelligence and other fields of science that require data about emotions if they could be adequately described by computer systems. Today there are many different theories of affect, but few of them are used in affective computing. Other areas of computing also benefit from structured and expressive data models of the affective domain, such as human-computer interaction and brain- computer interfaces. Typical tasks include automated recognition and analysis of emotional states, mental fatigue, individual motivation, vigilance and stress resilience. In this paper four often used models of emotion and cognitive behavior are listed and their properties explained: discrete, dimensional, appraisal and action tendency models. For each model, algorithms are provided for similarity measures that can be used to determine the relatedness between different stimulation and estimation artefacts in their respective emotion spaces. The goal of this article is to help professionals find the optimal emotion model for their research and quickly become familiar with data modelling of affective states.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb,
Tehničko veleučilište u Zagrebu

Poveznice na cjeloviti tekst rada:

Pristup cjelovitom tekstu rada

Citiraj ovu publikaciju:

Horvat, Marko; Stojanović, Aleksandar; Kovačević, Željko
An overview of common emotion models in computer systems // Proceedings of MIPRO 2022 / Skala, Karolj (ur.).
Opatija: Croatian Society for Information, Communication and Electronic Technology – MIPRO, 2022. str. 1152-1157 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Horvat, M., Stojanović, A. & Kovačević, Ž. (2022) An overview of common emotion models in computer systems. U: Skala, K. (ur.)Proceedings of MIPRO 2022.
@article{article, author = {Horvat, Marko and Stojanovi\'{c}, Aleksandar and Kova\v{c}evi\'{c}, \v{Z}eljko}, editor = {Skala, K.}, year = {2022}, pages = {1152-1157}, keywords = {affective computing, emotion, data model, emotion stimulation, emotion estimation}, title = {An overview of common emotion models in computer systems}, keyword = {affective computing, emotion, data model, emotion stimulation, emotion estimation}, publisher = {Croatian Society for Information, Communication and Electronic Technology – MIPRO}, publisherplace = {Opatija, Hrvatska} }
@article{article, author = {Horvat, Marko and Stojanovi\'{c}, Aleksandar and Kova\v{c}evi\'{c}, \v{Z}eljko}, editor = {Skala, K.}, year = {2022}, pages = {1152-1157}, keywords = {affective computing, emotion, data model, emotion stimulation, emotion estimation}, title = {An overview of common emotion models in computer systems}, keyword = {affective computing, emotion, data model, emotion stimulation, emotion estimation}, publisher = {Croatian Society for Information, Communication and Electronic Technology – MIPRO}, publisherplace = {Opatija, Hrvatska} }




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