Stess@work: From measuring stress to its understanding, prediction and handling with personalized coaching

IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium

Volumn , Issue , 2012, Pages 673-677

  Bakker, Jorn ^a   Holenderski, Leszek ^b   Kocielnik, Rafal ^a   Pechenizkiy, Mykola ^a   Sidorova, Natalia ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b PHILIPS RESEARCH LABORATORIES   (Netherlands)

Author keywords

Design; Experimentation; Measurement

Indexed keywords

CALL CENTERS; EXPERIMENTATION; GAINING INSIGHTS; INTENSIVE CARE; MAJOR FACTORS; NETHERLANDS; PHYSICAL SYMPTOMS; PREDICTIVE MODELING; SENSOR TECHNOLOGIES; STRESS EFFECTS; STRESS LEVELS; STRESS MANAGEMENT; YOUNG CHILDREN;

DESIGN; MEASUREMENTS;

HUMAN RESOURCE MANAGEMENT;

EID: 84857729503     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2110363.2110439     Document Type: Conference Paper

References (13)

1. J. Bakker, M. Pechenizkiy, and N. Sidorova. What's your current stress level? detection of stress patterns from gsr sensor data. In Proc. of 2nd HaCDAIS Workshop @ ICDM 2011. IEEE Press, 2011.
2. A. Bifet and R. Gavaldà. Learning from time-changing data with adaptive windowing. In Proc. of the 7th SIAM Int. Conference on Data Mining, SDM'07, 2007.
3. C. Busso, Z. Deng, S. Yildirim, M. Bulut, C. M. Lee, A. Kazemzadeh, S. Lee, U. Neumann, and S. Narayanan. Analysis of emotion recognition using facial expressions, speech and multimodal information. In Proc. of the 6th Int. Conference on Multimodal interfaces, ICMI '04, pages 205-211, New York, NY, USA, 2004. ACM. (Pubitemid 40371911)
4. K. Glanz and M. Schwartz. Stress, coping, and health behavior. Health behavior and health education: Theory, research, and practice, pages 211-236, 2008.
5. J. Healey and R. Picard. Detecting stress during real-world driving tasks using physiological sensors. IEEE Trans. on Intelligent Transportation Systems, 6(2):156-166, June 2005. (Pubitemid 40925766)
6. M. J. Heravi and O. R. Zaïane. A study on interestingness measures for associative classifiers. In ACM 25th Symposium Applied Computing, pages 1039-1046, 2010.
7. S. Michie. Causes and management of stress at work. Occupational and Environmental Medicine, 59(1):67, 2002.
8. P. Paoli, D. Merllié, and F. per a la Millora. Third European survey on working conditions 2000. European Foundation for the Improvement of Living and Working Conditions, 2001.
9. P.-N. Tan, M. Steinbach, and V. Kumar. Introduction to Data Mining. Addison-Wesley, 2005.
10. E. Tromp and M. Pechenizkiy. Senticorr: Multilingual sentiment analysis of personal correspondence. In Proc. of IEEE ICDM 2011 Workshops. IEEE Press, 2011.
11. A. Tsymbal. The problem of concept drift: Definitions and related work. Technical Report TCD-CS-2004-15, Trinity College Dublin, Ireland, 2004.
12. J. Westerink, M. Ouwerkerk, G.-J. de Vries, S. de Waele, J. van den Eerenbeemd, and M. van Boven. Emotion measurement platform for daily life situations. In Proc. Int. Conference on Affective Computing and Intelligent Interaction, pages 217-222.
13. L. Ye and E. J. Keogh. Time series shapelets: a new primitive for data mining. In 15th ACM SIGKDD Conference, pages 947-956, 2009.