Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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OptiPEx: Optimizing Passenger Experience in Public Transport
Kallio, J. (Manager), Järvinen, S. (Participant), Lahti, J. (Participant), Jokinen, T. (Participant), Kinnula, A. (Participant), Vildjiounaite, E. (Participant), Mäkelä, S.-M. (Participant) & Pihlajamaa, O. (Participant)
1/05/24 → 31/10/27
Project: EU project
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DaCapo: Digital assets and tools for Circular value chains and manufacturing products
Saari, L. (Manager), Jurmu, M. (Participant), Kääriäinen, J. (Participant), Ylikerälä, M. (Participant), Niskanen, I. (Participant), Valtanen, K. (Participant), Kallio, J. (Participant), Kalaoja, J. (Participant) & Rantala, T. (Participant)
1/01/23 → 30/06/26
Project: EU project
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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), Peltola, J. (Manager) & Kallio, J. (Participant)
1/05/22 → 30/11/25
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
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Research output
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Adding Emotional Intelligence to Physical Spaces: Data-Driven Solutions for Measuring, Analysing, and Responding to User Needs and Expectations
Järvinen, S. & Kallio, J., 2025, Emotional Data Applications and Regulation of Artificial Intelligence in Society . Springer Nature, p. 11-29 19 p. (Law, Governance and Technology Series, Vol. 69).Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
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A Survey on Sensor-Based Techniques for Continuous Stress Monitoring in Knowledge Work Environments
Kallio, J., Vildjiounaite, E., Tervonen, J. & Bordallo López, M., Jul 2025, In: ACM Transactions on Computing for Healthcare. 6, 3, p. 1-31 36.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
Research Challenges Along the Data Analysis Chain for Emotional AI
Vildjiounaite, E., Kantorovitch, J., Kallio, J., Kyllönen, V. & Benois-Pineau, J., 2025, Emotional Data Applications and Regulation of Artificial Intelligence in Society. Springer Nature, p. 31-48 18 p. (Law, Governance and Technology Series, Vol. 69).Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
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Semi-Supervised Approach to Detect Human Discontent from Real-Life Behaviour Data
Vildjiounaite, E., Kyllonen, V., Kallio, J. & Rasanen, P., 2025, 2025 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE Institute of Electrical and Electronic EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Understanding Indoor Context in an Office Environment: An Empirical Study on Air Stuffiness Perception
Kallio, J., Liikka, J., Makela, S. M., Kinnula, A. & Vildjiounaite, E., 2025, 2025 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE Institute of Electrical and Electronic EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Datasets
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Stress monitoring technology survey - Mad@Work project
Kallio, J. (Creator), Vildjiounaite, E. (Creator), Kantorovitch, J. (Creator), Kinnula, A. (Creator) & Bordallo Lopez, M. (Creator), Zenodo, 7 Feb 2021
DOI: 10.3390/su13042003
Dataset
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SCOTT IAQ Dataset
Räsänen, P. (Creator), Koivusaari, J. (Creator), Kallio, J. (Creator), Rehu, J. (Creator), Ronkainen, J. (Creator), Tervonen, J. (Creator) & Peltola, J. (Supervisor), Zenodo, 25 Oct 2020
Dataset
Press/Media
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Stress changes our behaviour – technology embedded in the work environment can identify individual signs of stress
21/10/20
1 Media contribution
Press/Media: Other
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Kuormitus muuttaa käyttäytymistämme - työympäristöön upotettu teknologia voi tunnistaa stressitilan yksilölliset merkit
19/10/20
1 Media contribution
Press/Media: Other
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Rakennetun ympäristön datamarkkinoita luodaan nyt - näillä vinkeillä pääset mukaan!
Lavikka, R., Tuomisto, M. & Kallio, J.
24/08/20
1 Media contribution
Press/Media: Press / Media
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Tutkitulla tiedolla ja teknologialla saadaan parempaa sisäilmaa
8/05/20
1 Media contribution
Press/Media: Research
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Kaatuminen, putoaminen, melu, pöly... – rakennustyö kuluttaa tekijöitään: Puettava teknologia voisi auttaa
Häikiö, J., Kallio, J. & Mäkelä, S.-M.
11/11/19
1 Media contribution
Press/Media: Press / Media