Projects per year
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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Dive into the research topics where Johanna Kallio is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 Access1 Citation (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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A behavior and emotion recognition framework for emotion-aware services in physical spaces
Järvinen, S., Kallio, J., Peltola, J. & Mäkelä, S. M., 2024, 21st International Conference on Content-Based Multimedia Indexing, CBMI 2024 - Proceedings. 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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Different Methods to Detect Stress in Knowledge Workers: A Pilot Study for Long-term Monitoring
Vanttola, P., Vildjiounaite, E., Sallinen, M., Kallio, J., Paajanen, T. I., Lukander, K., Kyllönen, V. & Puttonen, S., 1 Mar 2024, In: Journal of UOEH. 46, 1, p. 103-112Research output: Contribution to journal › Article › Scientific › peer-review
Open Access3 Citations (Scopus)
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