Under pressure: Sensing stress of computer users

Conference on Human Factors in Computing Systems - Proceedings

Volumn , Issue , 2014, Pages 51-60

  Hernandez, Javier ^a   Paredes, Pablo ^b   Roseway, Asta ^c   Czerwinski, Mary ^c  

^a MIT MEDIA LAB   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c MICROSOFT RESEARCH   (United States)

Author keywords

Affective Computing; Capacitive mouse; Pressure sensitive keyboard; Stress measurement

Indexed keywords

ERGONOMICS; HUMAN COMPUTER INTERACTION; STRESS MEASUREMENT;

AFFECTIVE COMPUTING; CAPACITIVE MOUSE; CHRONIC STRESS; EXPRESSIVE WRITING; HEALTH CONDITION; LABORATORY STUDIES; PRESSURE SENSITIVE; RELAXED CONDITIONS;

MAMMALS;

EID: 84900457333     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2556288.2557165     Document Type: Conference Paper

References (35)

1. Banerjee S. P., and Woodard D. L. Biometric Authentication and Identification Using Keystroke Dynamics: A Survey. Journal of Pattern Recognition Research, 7 (1), (2012), 116-139.
2. Barreto, A., Zhai, J., Adjouadi, M. Non-intrusive physiological monitoring for automated stress detection in HCI. ICCV-HCI, (2007), 29-38.
3. Boucsein, W. Electrodermal Activity. Plenum Press, New York (1992).
4. Brantley P.J., Waggoner C.D., Jones G.N., and Rappaport N. B. A daily stress inventory: Development, reliability, and validity. J Behav Med, 10 (1), (1987), 61-74.
5. Cacioppo, J. T., and Tassinary, L. G. Inferring psychological significance from physiological signals. American Psychologist, 45, (1990), 16-28.
6. Dennerlein J., Becker T., Johnson P., Reynolds C. J., Picard R. W. Frustrating Computer Users Increases Exposure to Physical Factors. In Ergo. Asso., (2003).
7. Dietz P. H., Eidelson B. D., Westhues J., and Bathiche S. A practical pressure sensitive computer keyboard. In UIST, (2009), 55-58.
8. Ekberg K, Eklund J, Tuvesson M-A, Örtengren R, and Ericson M. Psychological stress and muscle activity during data entry at visual display units. Work and Stress, 9(4), (1995), 475-490.
9. Epp, C., Lippold, M., and Mandryk, R.L. Identifying Emotional States Using Keystroke Dynamics. In Human Factors in Computing Systems, (2011), 715-724.
10. Gao Y., Bianchi-Berthouze N., and Meng H. What Does Touch Tell Us about Emotions in Touchscreen-Based Gameplay? In ACM Trans. CHI. 19 (4), (2012).
11. Hernandez, J., Morris, R.R., and Picard, R.W. Call Center Stress Recognition with Person-Specific Models. In Affe. Comp. and Inte. Inte., (2011), 125-134.
12. Karunaratne, I. and Atukorale, A.S., and Perera, H. Surveillance of human-computer interactions: A way forward to detection of users' Psychological Distress. In Humanities, Science and Engineering, (2011), 491-496.
13. Khan I. A., Brinkman W., Fine N., and Hierons R. M. Measuring personality from keyboard and mouse use. In Cognitive ergonomics: The ergonomics of cool interaction, 38, (2008).
14. Khanna P., and Sasikumar M. Recognizing Emotions from Keyboard Stroke Pattern. In International Journal of Computer Applications, 11(9), (2010), 1-5.
15. Koakowska A. A review of emotion recognition methods based on keystroke dynamics and mouse movements. In International Conference on Human System Interaction, (2013), 548-555.
16. Lundberg U, Kadefors R, Melin B, Palmerud G, Hassmén P, Engström M, and Elfsberg Dohns I. Psychophysiological stress and EMG activity of the trapezius muscle. Int J Beha. Medi.,1(4), (1994),354-70.
17. Lv H., Lin Z., Yin W. J., and Dong J. Emotion recognition based on pressure sensor keyboards. In ICME, (2008), 1089-1092.
18. Lykken, D.T., and Venables, P.H. Direct measurement of skin conductance: A proposal for standardization. Psychophysiology 8(5), (1971), 656-672.
19. MacKenzie, S. Fitts' law as a research and design tool in human-computer interaction. In Hum.-Comput. Interact. 7, 1, (1992), 91-139.
20. Maehr W. eMotion: Estimation of User's Emotional State by Mouse Motions, (2008).
21. McEwen, B. S., and Seeman, T. Stress and affect: Applicability of the concepts of allostasis and allostatic load. In R. J. Davidson, K. R. Scherer, H. H. Goldsmith (Eds.) Handbook of Affective Sciences,(2003), 1117-37.
22. Monrose, F., and Rubin, A. D. Keystroke dynamics as a biometric for authentication. Future Generation Computer Systems, 13, (2000), 351-359.
23. Paredes P., and Chan M. CalmMeNow: Exploratory research and design of stress mitigating mobile interventions. In Proc. of the Conf. Ext.Abst. on Human Factors in Computing Systems, (2011), 1699-1704.
24. Picard R. W. Affective Computing. MIT Press, Cambridge, MA, USA, (1997).
25. Pusara M., and Brodley C.E. User re-authentication via mouse movements. In ACM workshop on Visualization and Data Mining for Computer Security, (2004), 1-8.
26. Rodrigues, M., Gonçalves, S., Carneiro, D., Novais, P., Fdez-Riverola, F. Keystrokes and Clicks: Measuring Stress on E-learning Students. In Advances in Intelligent Systems and Computing, 220, (2013), 119-126.
27. Reas C., Fry B. Processing: A programming handbook for visual designers and artists. The MIT Press, (2007).
28. Setz, C., Arnrich, B., Schumm, J., La Marca, R., Troster, G., and Ehlert, U. Discriminating stress from cognitive load using a wearable EDA device. IEEE Trans. on Info. Technology in Biomedicine, 14(2), (2010), 410-417.
29. Tsihrintzis G. A., Virvou M., Alepis E., and Stathopoulou I. Towards Improving Visual-Facial Emotion Recognition through Use of Complementary Keyboard-Stroke Pattern Information. In Proc. of Info. Tech.: New Generations, (2008), 32-37.
30. Villar, N., Izadi, S., Rosenfeld, D., Benko, H., Helmes, J., Westhues, J., Hodges, S., Butler, A., Ofek, E., Cao, X., and Chen, B. Mouse 2.0: Multi-touch Meets the Mouse. In User Inter. Soft. and Tech., (2009), 33-42.
31. Vizer L. M., Zhou L., and Sears A. Automated stress detection using keystroke and linguistic features: An exploratory study. Int. J. Hum.-Comput. Stud. 67, 10 (2009), 870-886.
32. Wagner M.,Sahar Y., Elbaum,T., Berliner E. Grip Force as a Physiological Measure of Stress in Tracking Tasks.
33. Wahlström J., Hagberg M., and Johnson P. W., Svensson J., Rempel D. Influence of time pressure and verbal provocation on physiological and psychological reactions during work with a computer mouse. Eur J Appl Physiol. 87 (3), (2002), 257-63.
34. Zanstra, Y.J., Johnston D.W. Cardiovascular reactivity in real life settings: Measurement, mechanisms and meaning. Biological Psychology, 86(2), (2010), 98-105.
35. Zimmermann, P., Guttormsen, S, Danuser, B., Gomez, P. Affective computing-A rationale for measuring mood with mouse and keyboard. Inter. J. of Occupational Safety and Ergonomics, 9(4), (2003), 539-51.