Projects per year
Abstract
Emotions have a major role in our lives affecting on not only our experiences but also on our performance in different contexts. However, the physical environments often fail to read, interpret, and respond to the emotions of people present. The purpose of this study is to present a framework describing the needed technology modules and their relations to the surrounding environment in the context of adaptive spaces. The framework enables enhancement of physical spaces with emotionally aware, intelligent, and integrated services. For example, improving the experience of using a space or a service, detecting increased risk events, supporting vigilance, productivity, and well-being. The framework is built on studies focusing on two contexts with distinct characteristics: office and public transport vehicle. It aims to model the relationship and interaction between the human(s) and the environment facilitating the creation of adaptive services. The proposed framework consists of four main sections: measurement, modeling, actionable insight, and services. Finally, as the measurement of human behavior and emotional state often requires usage of sensitive personal data, issues related to the ethics of these solutions are discussed.
Original language | English |
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Title of host publication | 21st International Conference on Content-Based Multimedia Indexing, CBMI 2024 - Proceedings |
Publisher | IEEE Institute of Electrical and Electronic Engineers |
ISBN (Electronic) | 9798350378443 |
DOIs | |
Publication status | Published - 2024 |
MoE publication type | A4 Article in a conference publication |
Event | 21st International Conference on Content-Based Multimedia Indexing, CBMI 2024 - Reykjavik, Iceland Duration: 18 Sept 2024 → 20 Sept 2024 |
Conference
Conference | 21st International Conference on Content-Based Multimedia Indexing, CBMI 2024 |
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Country/Territory | Iceland |
City | Reykjavik |
Period | 18/09/24 → 20/09/24 |
Funding
The framework derives from research work in projects HIPE (Human-technology interoperability and artificial emotional intelligence) and Mad@work both partially funded by Business Finland.
Keywords
- behavior measurement
- emotion recognition
- emotion-awareness
- immersive services
- service framework
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HIPE: Human-technology interoperability and artificial emotional intelligence
Mäkelä, S.-M. (Manager), Järvinen, S. (Manager), Närväinen, J. (Participant) & Vita, J. (Participant)
1/05/22 → 30/04/25
Project: Business Finland project
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Mad@Work: Mental Wellbeing Management and Productivity Boosting in the Workplace
Vildjiounaite, E. (PI), Kallio, J. (CoPI), Kantorovitch, J. (CoPI), Kinnula, A. (Manager), Räsänen, P. (Participant), Koivusaari, J. (Participant) & Homorodi, Z. (Participant)
1/01/20 → 30/06/23
Project: Business Finland project