Abstract
This chapter demonstrates the applicability of mouse interactivity based features as indicators of a user’s cognitive load. The chapter begins by introducing some basics of user mouse interaction. Then the temporal and spatial mouse features that are found to be viable indicators of cognitive load are introduced. The possibility of incorporating mouse interactivity features in multimodal cognitive load measures is also assessed in this chapter.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
F. Chen, N. Ruiz, E. Choi, J. Epps, M.A. Khawaja, R. Taib, B. Yin, Y. Wang, Multimodal behavior and interaction as indicators of cognitive load. ACM Trans. Interact. Intell. Syst. 2(4), 22:1–22:36 (2012)
Z. Jorgensen, T. Yu, On mouse dynamics as a behavioral biometric for authentication, in Proceedings of the 6th ACM Symposium on Information, Computer and Communications Security, New York, NY, USA, 2011, pp. 476–482
S. Arshad, Y. Wang, F. Chen, Analysing mouse activity for cognitive load detection, in Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration, 2013, pp. 115–118
R. Brunken, J.L. Plass, D. Leutner, Direct measurement of cognitive load in multimedia learning. Educ. Psychol. 38(1), 53–61 (2003)
N. Ruiz, R. Taib, F. Chen, Examining the redundancy of multimodal input, in Proceedings of the Annual Conference of the Australian Computer-Human Interaction Special Interest Group (OzCHI 2006), Sydney, Australia, 2006
D.A. Schulz, Mouse curve biometrics, in Biometric Consortium Conference, 2006 Biometrics Symposium: Special Session on Research at the, 2006, pp. 1–6
B. Yin, F. Chen, Towards automatic cognitive load measurement from speech analysis, in Human-Computer Interaction, Interaction Design and Usability, ed. by J. Jacko (Springer, Berlin, 2007), pp. 1011–1020
A. Khawaji, F. Chen, J. Zhou, N. Marcus, Trust and cognitive load in the text-chat environment: The role of mouse movement, in Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures: The Future of Design, New York, NY, USA, 2014, pp. 324–327
L.E. Scissors, A.J. Gill, K. Geraghty, D. Gergle, In CMC we trust: The role of similarity, in Proceedings of the 27th international conference on Human factors in computing systems, 2009, pp. 527–536
N. Bos, J. Olson, D. Gergle, G. Olson, Z. Wright, Effects of four computer-mediated communications channels on trust development, in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, New York, NY, USA, 2002, pp. 135–140
NASA. Nasa Task Load Index, Version 1.0, 1986
Math Open Reference. [Online]. Available: http://www.mathopenref.com/tocs/coordpointstoc.html. Accessed 15 Sept 2015
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Chen, F. et al. (2016). Mouse Based Measures. In: Robust Multimodal Cognitive Load Measurement. Human–Computer Interaction Series. Springer, Cham. https://doi.org/10.1007/978-3-319-31700-7_9
Download citation
DOI: https://doi.org/10.1007/978-3-319-31700-7_9
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-31698-7
Online ISBN: 978-3-319-31700-7
eBook Packages: Computer ScienceComputer Science (R0)