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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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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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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ESTABLISH: Environmental Sensing To Act for a Better quality of Life: Smart Health
Vehmas, K. (Owner), Muuraiskangas, S. (Participant), Kallio, J. (Participant), Similä, H. (Participant), Ronkainen, J. (Participant), Vildjiounaite, E. (Participant) & Kyllönen, V. (Participant)
1/09/16 → 31/12/19
Project: Business Finland project
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Research output
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Different Methods to Detect Stress in Knowledge Workers: A Pilot Study for Long-term Monitoring
Vanttola, P. (Corresponding Author), 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. 103-112 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Lessons From 3 Longitudinal Sensor-Based Human Behavior Assessment Field Studies and an Approach to Support Stakeholder Management: Content Analysis
Kallio, J. (Corresponding Author), Kinnula, A., Mäkelä, S.-M., Järvinen, S., Räsänen, P., Hosio, S. & Bordallo López, M., 31 Oct 2024, In: Journal of Medical Internet Research. 26, e50461.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Challenges of learning human digital twin: case study of mental wellbeing: Using sensor data and machine learning to create HDT
Vildjiounaite, E., Kallio, J., Kantorovitch, J., Kinnula, A., Ferreira, S., Rodrigues, M. A. & Rocha, N., 5 Jul 2023, 16th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2023. Association for Computing Machinery ACM, p. 574-583 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access6 Citations (Scopus) -
Tekoälystä ratkaisuja tietotyön kuormittavuuden mittaamiseen ja työhyvinvoinnin tukemiseen
Kallio, J., Kinnula, A., Vanttola, P. & Puttonen, S., 2022, In: Työterveyslääkäri. 40, 1, p. 22-24 3 p.Research output: Contribution to journal › Other journal contribution › Professional
Open Access -
Forecasting office indoor CO2 concentration using machine learning with a one-year dataset
Kallio, J. (Corresponding Author), Tervonen, J., Räsänen, P., Mäkynen, R., Koivusaari, J. & Peltola, J., Jan 2021, In: Building and Environment. 187, 107409.Research output: Contribution to journal › Article › Scientific › peer-review
64 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