Definition of Emotional States Interval for Application of Artificial Intelligence and Stress Estimation
- The perception of the amount of stress is subjective to every person, and the perception of it changes depending on many factors. One of the factors that has an impact on perceived stress is the emotional state. In this work, we compare the emotional state of 40 German driving students and present different partitions that can be advantageous for using artificial intelligence and classification. Like this, we evaluate the data quality and prepare for the specific use. The Stress Perceived Questionnaire (PSQ20) was employed to assess the level of stress experienced by individuals while participating in a driving simulation for 5 and 25 min. As a result of our analysis, we present a categorisation of various emotional states into intervals, comparing different classifications and facilitating a more straightforward implementation of artificial intelligence for classification purposes.
| Author: | Wilhelm Daniel ScherzORCiD, Juan Jose Perea RodríguezORCiD, Ralf SeepoldORCiDGND, Juan Antonio OrtegaORCiD |
|---|---|
| DOI: | https://doi.org/10.1007/978-3-031-48121-5_48 |
| ISBN: | 978-3-031-48120-8 |
| ISBN: | 978-3-031-48121-5 |
| Parent Title (English): | Applications in Electronics Pervading Industry, Environment and Society : ApplePies 2023, 28.-29. September 2023, Genua, Italy, (Lecture Notes in Electrical Engineering ; Vol. 1110) |
| Publisher: | Springer |
| Place of publication: | Cham |
| Document Type: | Conference Proceeding |
| Language: | English |
| Year of Publication: | 2024 |
| Release Date: | 2024/02/01 |
| Tag: | Stress; Emotion status |
| First Page: | 339 |
| Last Page: | 345 |
| Note: | Corresponding author: Wilhelm Daniel Scherz |
| Institutes: | Institut für Angewandte Forschung - IAF |
| Relevance: | Keine peer reviewed Publikation (Wissenschaftlicher Artikel und Aufsatz, Proceeding, Artikel in Tagungsband) |
| Open Access?: | Nein |
| Licence (German): |  Urheberrechtlich geschützt |
