Inferring intent in eye-based interfaces: Tracing eye movements with process models

Conference on Human Factors in Computing Systems - Proceedings

Volumn , Issue , 1999, Pages 254-261

  Salvucci, Dario D ^a  

^a Carnegie Mellon University   (United States)

Author keywords

Cognitive models; Eye movements; Eye based interfaces; Hidden Markov models; Tracing; User models

Indexed keywords

COGNITIVE MODEL; COGNITIVE PROCESS MODELS; MULTI-MODAL INTERFACES; PROCESS MODEL; SEQUENTIAL PREDICTION; TRACING; USER ACTION; USER MODELS;

HIDDEN MARKOV MODELS; HUMAN COMPUTER INTERACTION; HUMAN ENGINEERING; COGNITIVE SYSTEMS; EYE MOVEMENTS; MARKOV PROCESSES; MATHEMATICAL MODELS;

EYE MOVEMENTS; HUMAN COMPUTER INTERACTION;

EYE-BASED INTERFACES; HIDDEN MARKOV MODELS (HMM);

EID: 0032642175     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/302979.303055     Document Type: Conference Paper

References (13)

1. Aaltonen, A., Hyrskykari, A., & Raiha, K. (1998). 101 spots, or how do users read menus? In Human Factors in Computing Systems: CHI 98 Conference Proceedings (pp. 132-139). ACM Press.
2. Anderson, J. R., Corbett, A. T., Koedinger, K., & Pelletier, R. (1995). Cognitive tutors: Lessons learned. The Journal of the Learning Sciences, 4, 167-207.
3. Anderson, J. R., & Lebiere, C. (1998). The atomic components ofthought. Hillsdale, NJ: Erlbaum.
4. Card, S., Moran, T., & Newell, A. (1983). The psychology of human-computer interaction. Hillsdale, NJ: Erlbaum.
5. Frey, L. A., White, K. P., & Hutchinson, T. E. (1990). Eye-gaze word processing. IEEE Transactions on Systems, Man, and Cybernetics, 20, 944-950.
6. Goldberg, J. H., & Schryver, J. C. (1995). Eye-gaze determination of user intent at the computer interface. In J. M. Findlay, R. Walker, & R. W. Kentridge (Eds.), Eye Movement Research: Mechanisms, Processes, and Applications (pp. 491-502). New York: Elsevier Science Publishing.
7. Hutchinson, T. E., White, K. P., Martin, W. N., Reichert, K. C., & Frey, L. A. (1989). Humancomputer interaction using eye-gaze input. IEEE Transactions on Systems, Man, and Cybernetics, 19, 1527-1534.
8. Jacob, R. J. K. (1995). Eye tracking in advanced 9: interface design. In W. Barfield & T. A. Fumess (Eds.), Virtual Environments and Advanced Interface Design (pp. 258-288). New York: Oxford University Press.
9. Lohse, G. L., & Johnson, E. J. (1996). A comparison of two process tracing methods for choice tasks. Organizational Behavior and Human Decision. Processes, 68, 28-43.
10. Rabiner, L. R. (1989). A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77, 257-286.
11. Salvucci, D. D., & Anderson, J. R. (1998). Tracing eye movement protocols with cognitive process models. In Proceedings of the Twentieth Annual Meeting of the Cognitive Science Society (pp. 923-928). Hillsdale, NJ: Erlbaum.
12. Stampe, D. M., & Reingold, E. M. (1995). Selection by looking: A novel computer interface and its application to psychological research. In J. M. Findlay, R. Walker, & R. W. Kentridge (Eds.), Eye Movement Research: Mechanisms, Processes, and Applications (pp. 467- 478). New York: Elsevier Science Publishing.
13. Yang, J., Stiefelhagen, R., Meier, U., & Waibel, A. (1998). Visual tracking for multimodal human computer interaction. In Human Factors in Computing Systems: CHI 98 Conference Proceedings (pp. 140- 147). ACM Press.