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  • Provinciale Staten Noord-Holland | Haarlem | member of the provincial council | 2015-03-26 - present

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In my research I focus on the role of technology for behavior change, especially behaviors related to health and wellbeing. I try to find out how we can understand human behavior based on sensor data, how we can use computational means to decide about useful interactions, and how we can design computer-based systems that support people in achieving behavior change.

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Research Output 2000 2018

Applying machine learning algorithms for deriving personality traits in social network

Araújo, E. F. M., Simoski, B. & Klein, M., 9 Apr 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. Association for Computing Machinery, Vol. Part F137816. p. 346-349 4 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
Learning algorithms
Learning systems

Computational model for reward-based generation and maintenance of motivation

Taj, F., Klein, M. C. A. & van Halteren, A., 2018, Brain Informatics: International Conference, BI 2018, Proceedings. Yang, Y., Yamamoto, V., Wang, S., Jones, E., Su, J., Mitchell, T. & Iasemidis, L. (eds.). Springer - Verlag, p. 41-51 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11309 LNAI).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Computational Model
Hebbian Learning
Student Learning
Open Access

Contagious: Modeling the Spread of Behaviours, Perceptions and Emotions in Social Networks

Fernandes de Mello Araujo, E., 2018, 253 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access

Improving cardiometabolic health through nudging dietary behaviours and physical activity in low SES adults: Design of the Supreme Nudge project

Lakerveld, J., Mackenbach, J. D., De Boer, F., Brandhorst, B., Broerse, J. E. W., De Bruijn, G. J., Feunekes, G., Gillebaart, M., Harbers, M., Hoenink, J., Klein, M., Mensink, F., Middel, C., De Ridder, D. T. D., Rutters, F., Sluijs, I., Van Der Schouw, Y. T., Schuitmaker, T. J., Te Velde, S. J., Velema, E. & 3 othersWaterlander, W., Brug, J. & Beulens, J. W. J., 20 Jul 2018, In : BMC Public Health. 18, 1, 899.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Randomized Controlled Trials
Costs and Cost Analysis