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Unobtrusive Monitoring of Knowledge Workers for Stress Self-regulation

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Author: Koldijk, S.J. · Sappelli, M. · Neerincx, M.A. · Kraaij, W.
Publisher: Springer
Place: Berlin : [etc]
Source:Carberry, al, User Modeling, Adaptation, and Personalization : Proceedings of the 21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013 Proceedings, 335-337
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Identifier: 480160
doi: doi:10.1007/978-3-642-38844-6_31
Keywords: Informatics · Experiment · knowledge worker · stress · user state modeling · Infostructures · Information Society · Communication & Information ; Human · MNS - Media & Network Services ; PCS - Perceptual and Cognitive Systems · TS - Technical Sciences ; BSS - Behavioural and Societal Sciences


In our connected workplaces it can be hard to work calm and focused. In a simulated work environment we manipulated the stressors time pressure and email interruptions. We found effects on subjective experience and working behavior. Initial results indicate that the sensor data that we collected is suitable for user state modeling in stress related terms. © 2013 Springer-Verlag.