Keystrokes and clicks: Measuring stress on E-learning students

Advances in Intelligent Systems and Computing

Volumn 220, Issue , 2013, Pages 119-126

  Rodrigues, Manuel ^a,b   Gonçalves, Sérgio ^c   Carneiro, Davide ^c   Novais, Paulo ^c   Fdez Riverola, Florentino ^b  

^a Sociedade Martins Sarmento   (Portugal)

^b UNIVERSITY OF VIGO   (Spain)

^c UNIVERSITY OF MINHO   (Portugal)

Author keywords

Behavioral analysis; E learning; Moodle; Stress

Indexed keywords

E-LEARNING; INTELLIGENT SYSTEMS; STRESSES; STUDENTS; TEACHING; TOOLS;

BEHAVIORAL ANALYSIS; E-LEARNING ENVIRONMENT; E-LEARNING PLATFORMS; LEARNING PROCESS; MOODLE; NON-INVASIVE WAY; STRESS DETECTION; TRADITIONAL LEARNING;

COMPUTER AIDED INSTRUCTION;

EID: 84882992593     PISSN: 21945357     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-319-00569-0_15     Document Type: Conference Paper

References (15)

1. AISC, vol. 92, pp. 25-32. Springer, Heidelberg (2011)
2. Palmer, S., Cooper, C., Thomas, K.: Creating a Balance. Managing Stress British Library, London (2003)
3. Rodrigues, M., Fdez-Riverola, F., Novais, P.: Moodle and Affective Computing - Knowing Whós on the Other Side. In: 10th European Conference on E-learning, ECEL-2011, November 10-11, pp. 678-685. University of Brighton, Brighton (2011) ISBN: 978-1-908272-22-5
4. Fdez-Sampayo, C., Reboiro, M., Glez-Peña, D., Fdez-Riverola, F.: Sistema de seguimiento de actividades en moodle para la evaluación comparativa del ratio de participación alumno/clase. In: Conferencia Ibero-Americana WWW/Internet 2009, CIAWI 2009, Madrid, Spain, October 21 (2009)
5. Broekens, J., Jonker, C.M., Meyer, J.J.C.: Affective negotiation support systems. Journal of Ambient Intelligence and Smart Environments 2(2) (2010)
6. Zimmermann, P., Guttormsen, S., Danuser, B., Gomez, P.: Affective Computing-A Rationale For Measuring Mood With Mouse And Keyboard. International Journal of Occupational Safety and Ergonomics: JOSE 9(4), 539-551 (2003)
7. Tsihrintzis, G.A., Virvou, M., Alepis, E., Stathopoulou, I.-O.: Towards Improving Visual-Facial Emotion Recognition through Use of Complementary Keyboard-Stroke Pattern Information. Itng. In: Fifth International Conference on Information Technology: New Generation, pp. 32-37 (2008)
8. Castillo, J.C., Rivas-Casado, A., Fernández-Caballero, A., López, M.T., Martínez- Tomás, R.: A multisensory monitoring and interpretation framework based on the model-view-controller paradigm. In: Proceedings of the 4th International Workshop on the Interplay between Natural and Artificial Computation, vol. 1, pp. 441-450 (2011)
9. Fernández-Caballero, A., Castillo, J.C., Martínez-Cantos, J., Martínez-Tomás, R.: Optical flow or image subtraction in human detection from infrared camera on mobile robot. Robotics and Autonomous Systems 58(12), 1273-1281 (2010)
10. Dowland, P., Furnell, S.: A Long-Term Trial of Keystroke Profiling Using Digraph, Trigraph and Keyword Latencies. In: Deswarte, Y., Cuppens, F., Jajodia, S., Wang, L. (eds.) Security and Protection in Information Processing Systems, vol. 147, pp. 275-289. Springer, US (2004), doi:10.1007/1-4020-8143-X_18
11. Monrose, F., Rubin, A.: Authentication via keystroke dynamics. In: Proceedings of the 4th ACM Conference on Computer and Communications Security, pp. 48-56. ACM, New York (1997), doi:10.1145/266420.266434
12. Alves, F., Pagano, A., Da Silva, I.: A new window on translators' cognitive activity: methodological issues in the combined use of eye tracking, key logging and retrospective protocols. Copenhagen Studies in Language (38), 267-291 (2010), http://cat.inist.fr/?aModele=afficheN&cpsidt=22433271 (retrieved)
13. Freeman, J., Ambady, N.: MouseTracker: Software for studying real-time mental processing using a computer mouse-tracking method. Behavior Research Methods 42(1), 226-241 (2010), doi:10.3758/BRM.42.1.226
14. Arroyo, E., Selker, T., Wei, W.: Usability tool for analysis of web designs using mouse tracks. In: CHI 2006 Extended Abstracts on Human Factors in Computing Systems, pp. 484-489. ACM, New York (2006), doi:10.1145/1125451.1125557
15. Akamatsu, M., MacKenzie, I.S.: Changes in applied force to a touchpad during pointing tasks. International Journal of Industrial Ergonomics 29(3), 171-182 (2002), doi:10.1016/S0169-8141(01)00063-4