Using dual eye-tracking to unveil coordination and expertise in collaborative Tetris

Proceedings of the 2010 British Computer Society Conference on Human-Computer Interaction, BCS-HCI 2010

Volumn , Issue , 2010, Pages 36-44

  Jermann, Patrick ^a   Nüssli, Marc Antoine ^a   Li, Weifeng ^a  

^a EPFL   (Switzerland)

Author keywords

Awareness tools; Coordination; Expertise; Eye tracking; Machine learning

Indexed keywords

HUMAN COMPUTER INTERACTION; LEARNING SYSTEMS; MACHINE LEARNING;

ADAPTIVE INTERFACE; AWARENESS TOOL; COLLABORATIVE GAMES; COORDINATION; DUAL EYE TRACKING; EXPERTISE; PLAYING STYLE; SOCIAL CONTEXT;

EYE TRACKING;

EID: 84867230501     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. R. Biedert, G. Buscher, S. Schwarz, M. Moller, A. Dengel, and T. Lottermann. The text 2.0 framework. writing web-based gaze-controlled realtime applications quickly and easily. IUI 2010 Workshop on Eye Gaze in Intelligent Human Machine Interaction, 2010.
2. C. M. Bishop. Neural Networks for Pattern Recognition. Oxford University Press, 1995.
3. S. E. Brennan, X. Chen, C. A. Dickinson, M. B. Neider, and G. J. Zelinsky. Coordinating cognition: The costs and benefits of shared gaze during collaborative search. Cognition,106(3):1465 – 1477, 2008.
4. M. Cherubini, M.-A. Nüssli, and P. Dillenbourg. Deixis and gaze in collaborative work at a distance: a computational model to detect misunderstandings. In ETRA’08: Proceedings of the 2008 symposium on Eye tracking research and applications,pages 173–180, New York, NY, USA, 2008. ACM.
5. N. Cristianini and J. Shawe-Taylor. An Introduction to Support Vector Machines. Cambridge University Press, Cambridge, 1999.
6. C. Gutwin and S. Greenberg. The effects of workspace awareness support on the usability of real-time distributed groupware. ACM Trans. Comput.-Hum. Interact.,6(3):243–281,1999.
7. H. Ishii and M. Kobayashi. Clearboard: A seamless medium for shared drawing and conversation with eye contact. In Proceedings of the SIGCHI conference on Human factors in computing systems,pages 525–532, Monterey, CA, USA, May 3-7 1992. ACM Press.
8. P. Jermann and P. Dillenbourg. Group mirrors to support interaction regulation in collaborative problem solving. Computers and Education,51:279–296,2008.
9. D. Kirsh and P. Maglio. On distinguishing epistemic from pragmatic action. Cognitive Science,18(4):513 – 549, 1994.
10. T. Manninen. Interaction forms and communicative actions in multiplayer games. Game Studies,3, 12:[online journal], 2003.
11. S. Nakagawa, W. Zhang, and M. Takahashi. Text-independent speaker recognition by combining speaker-specific gmm with speaker adapted syllable-based hmm. In Proc. the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),pages 81–84, 2004.
12. P. Qvarfordt, D. Beymer, and S. Zhai. Realtourist -a study of augmenting human-human and human-computer dialogue with eye-gaze overlay. In INTERACT 2005,pages 767–780, 2005.
13. D. A. Reynolds, T. F. Quatieri, and R. B. Dunn. Speaker verification using adapted gaussian mixture models. Digital signal processing,10:19–41,2000.
14. M. Sangin. Peer Knowledge Modeling in Computer ´ Supported Collaborative Learning.PhD thesis, Ecole Polytechnique F´ed´erale de Lausanne, 2009.
15. B. Schölkopf, C. J. Burges, and A. J. Smola. Advances in Kernel Methods -Support Vector Learning.MIT Press, Cambridge, 1999.
16. J. Underwood. Cognitive Processes in Eye Guidance, chapter Novice and expert performance with a dynamic control task: Scanpaths during a computer game, pages 303–324. Oxford University Press, 2005.
17. V. Vapnik. Statistical Learning Theory.Jhon Wiley and Sons, New Year, 1998.
18. R. Vertegaal. The gaze groupware system: mediating joint attention in multiparty communication and collaboration. In CHI’99: Proceedings of the SIGCHI conference on Human factors in computing systems, pages 294–301, New York, NY, USA, 1999. ACM.
19. L. S. Vygotsky. Mind in Society: Development of Higher Psychological Processes. Harvard University Press, 14th edition, March 1978.
20. S. Zhai. What’s in the eyes for attentive input. Communications of the ACM,46(3):34–39,2003.