Dario Salvucci

Department of Computer Science, Drexel University

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Publications

Books

Salvucci, D. D., & Taatgen, N. A. (in preparation). The Multitasking Mind. New York: Oxford University Press.
 

Journal
Articles

Salvucci, D. D. (2009). Rapid prototyping and evaluation of in-vehicle interfaces. ACM Transactions on Human-Computer Interaction.

Salvucci, D. D., & Beltowska, J. (2008). Effects of memory rehearsal on driver performance: Experiment and theoretical account. Human Factors, 50, 834–844.

Salvucci, D. D., & Taatgen, N. A. (2008). Threaded cognition: An integrated theory of concurrent multitasking. Psychological Review, 115, 101-130.   [code & models]

Salvucci, D. D., Mandalia, H. M., Kuge, N., & Yamamura, T. (2007). Lane-change detection using a computational driver model. Human Factors, 43, 532-542.

Salvucci, D. D. (2006). Modeling driver behavior in a cognitive architecture. Human Factors, 48, 362-380.

John, B. E., & Salvucci, D. D. (2005). Multi-purpose prototypes for assessing user interfaces in pervasive computing systems. IEEE Pervasive Computing, 4, 27-34.

Salvucci, D. D. (2005). A multitasking general executive for compound continuous tasks. Cognitive Science, 29, 457-492.

Kushleyeva, Y., Salvucci, D. D., & Lee, F. J. (2005). Deciding when to switch tasks in time-critical multitasking. Cognitive Systems Research, 6, 41-49.

Salvucci, D. D., & Gray, R. (2004). A two-point visual control model of steering. Perception, 33, 1233-1248.

Salvucci, D. D., & Liu, A. (2002). The time course of a lane change: Driver control and eye-movement behavior. Transportation Research Part F, 5, 123-132.

Salvucci, D. D., & Macuga, K. L. (2002). Predicting the effects of cellular-phone dialing on driver performance. Cognitive Systems Research, 3, 95-102.

Salvucci, D. D., Boer, E. R., & Liu, A. (2001). Toward an integrated model of driver behavior in a cognitive architecture. Transportation Research Record, 1779, 9-16.

Salvucci, D. D., & Anderson, J. R. (2001). Automated eye-movement protocol analysis. Human-Computer Interaction, 16, 39-86.

Salvucci, D. D. (2001). Predicting the effects of in-car interface use on driver performance: An integrated model approach. International Journal of Human-Computer Studies, 55, 85-107.

Salvucci, D. D. (2001). An integrated model of eye movements and visual encoding. Cognitive Systems Research, 1, 201-220.

Rushton, S. K., & Salvucci, D. D. (2001). An egocentric account of the visual guidance of locomotion. Trends in Cognitive Sciences, 5, 6-7.

Salvucci, D. D., & Anderson, J. R. (2001). Integrating analogical mapping and general problem solving: The path-mapping theory. Cognitive Science, 25, 67-110.
 

Conference
Papers

Gunzelmann, G., Moore, L. R., Salvucci, D. D., & Gluck, K. A. (2009). Fluctuations in alertness and sustained attention: Predicting driver performance. To appear in Proceedings of the Ninth International Conference on Cognitive Modeling.

Salvucci, D. D., Monk, C. A., & Trafton, J. G. (2009). A process-model account of task interruption and resumption: When does encoding of the problem state occur? To appear in Proceedings of the Human Factors and Ergonomics Society 51st Annual Meeting. Santa Monica, CA: Human Factors and Ergonomics Society.

Mankowski, W., Bogunovich, P., Shokoufandeh, A., & Salvucci, D. D. (2009). On computing canonical subsets of graph-based behavioral representations. To appear in Proceedings of Seventh IAPR Workshop on Graph-based Representation in Pattern Recognition.

Salvucci, D. D., Taatgen, N. A., & Borst, J. P. (2009). Toward a unified theory of the multitasking continuum: from concurrent performance to task switching, interruption, and resumption. In Human Factors in Computing Systems: CHI 2009 Conference Proceedings (pp. 1819-1828). New York: ACM Press.

Mankowski, W., Bogunovich, P., Shokoufandeh, A., & Salvucci, D. D. (2009). Finding canonical behaviors in user protocols. In Human Factors in Computing Systems: CHI 2009 Conference Proceedings (pp. 1323-1326). New York: ACM Press.
[Best of CHI Award]

Brumby, D. P., Howes, A., & Salvucci, D. D. (2009). Focus on driving: How cognitive constraints shape the adaptation of strategy when dialing while driving. In Human Factors in Computing Systems: CHI 2009 Conference Proceedings (pp. 1629-1638). New York: ACM Press.

Brown, Q., Lee, F. J., Salvucci, D. D., & Aleven, V. (2008). Interface challenges for mobile tutoring systems. In Proceedings of the 9th International Conference on Intelligent Tutoring Systems.

Brown, Q., Lee, F. J., Salvucci, D. D., & Aleven, V. (2008). The design of a mobile intelligent tutoring system. In Proceedings of the 9th International Conference on Intelligent Tutoring Systems.

Brumby, D.P., Salvucci, D.D., & Howes, A. (2007). An empirical investigation into dual-task trade-offs while driving and dialing. In Volume 2 Proceedings of the 21st BCS HCI Group Conference (HCI 2007). Swindon, UK: BCS.

Brumby, D. P., Salvucci, D. D., & Howes, A. (2007). Dialing while driving? A bounded rational analysis of concurrent multi-task behavior. In Proceedings of the 8th International Conference on Cognitive Modeling (pp. 121-126). Psychology Press/Taylor & Francis.

Brumby, D. P., Salvucci, D. D., Mankowski, W., & Howes, A. (2007). A cognitive constraint model of the effects of portable music-player use on driver performance. In Proceedings of the Human Factors and Ergonomics Conference 2007.

Salvucci, D. D., Markley, D., Zuber, M., & Brumby, D. P. (2007). iPod distraction: Effects of portable music-player use on driver performance. In Human Factors in Computing Systems: CHI 2007 Conference Proceedings (pp. 243-250). New York: ACM Press.

Brumby, D. P., Howes, A., & Salvucci, D. D. (2007). A cognitive constraint model of dual-task trade-offs in a highly dynamic driving task. In Human Factors in Computing Systems: CHI 2007 Conference Proceedings (pp. 233-242). New York: ACM Press.
[Best of CHI Award Honorable Mention]

Salvucci, D. D., Taatgen, N. A., & Kushleyeva, Y. (2006). Learning when to switch tasks in a dynamic multitasking environment. In Proceedings of the Seventh International Conference on Cognitive Modeling (pp. 268-273). Trieste, Italy: Edizioni Goliardiche.

Nguyen, T. M., & Salvucci, D. D. (2006). Piano playing: A model of sight-reading and rhythmic timing. In Proceedings of the Seventh International Conference on Cognitive Modeling (pp. 208-212). Trieste, Italy: Edizioni Goliardiche.

Salvucci, D. D. (2005). Modeling tools for predicting driver distraction. In Proceedings of the Human Factors and Ergonomics Society 49th Annual Meeting (pp. 1149-1152). Santa Monica, CA: Human Factors and Ergonomics Society.

Mandalia, H. M., & Salvucci, D. D. (2005). Using support vector machines for lane-change detection. In Proceedings of the Human Factors and Ergonomics Society 49th Annual Meeting (pp. 1965-1969). Santa Monica, CA: Human Factors and Ergonomics Society.

Salvucci, D. D., Zuber, M., Beregovaia, E., & Markley, D. (2005). Distract-R: Rapid prototyping and evaluation of in-vehicle interfaces. In Human Factors in Computing Systems: CHI 2005 Conference Proceedings (pp. 581-589). New York: ACM Press.
[superseded by ACM Transactions on Human-Computer Interaction, 2009]

Kushleyeva, Y., Salvucci, D. D., & Lee, F. J. (2004). Deciding when to switch tasks in time-critical multitasking. In Proceedings of the Sixth International Conference on Cognitive Modeling (pp. 14-19). Mahwah, NJ: Lawrence Erlbaum Associates.
[superseded by Cognitive Systems Research, 2005]
[Allen Newell Award for Best Student Paper]

Salvucci, D. D., Kushleyeva, Y., & Lee, F. J. (2004). Toward an ACT-R general executive for human multitasking. In Proceedings of the Sixth International Conference on Cognitive Modeling (pp. 267-272). Mahwah, NJ: Lawrence Erlbaum Associates.
[superseded by Cognitive Science, 2005]

John, B. E., Salvucci, D. D., Centgraf, P., & Prevas, K. (2004). Integrating models and tools in the context of driving and in-vehicle devices. In Proceedings of the Sixth International Conference on Cognitive Modeling (pp. 130-135). Mahwah, NJ: Lawrence Erlbaum Associates.

Salvucci, D. D. (2004). Inferring driver intent: A case study in lane-change detection. In Proceedings of the Human Factors and Ergonomics Society 48th Annual Meeting (pp. 2228-2231). Santa Monica, CA: Human Factors and Ergonomics Society.

Salvucci, D. D., Chavez, A. K., & Lee, F. J. (2004). Modeling effects of age in complex tasks: A case study in driving. In Proceedings of the 26th Annual Conference of the Cognitive Science Society (pp. 1197-1202). Mahwah, NJ: Lawrence Erlbaum Associates.

John, B. E., Prevas, K., Salvucci, D. D., & Koedinger, K. (2004). Predictive human performance modeling made easy. In Human Factors in Computing Systems: CHI 2004 Conference Proceedings (pp. 455-462). New York: ACM Press.

Salvucci, D. D., John, B. E., Prevas, K., & Centgraf, P. (2004). Interfaces on the road: Rapid evaluation of in-vehicle devices. Paper presented at the Human-Computer Interaction Consortium 2004.

Salvucci, D. D., & Siedlecki, T. (2003). Toward a unified framework for tracking cognitive processes. In Proceedings of the 25th Annual Conference of the Cognitive Science Society (pp. 1023-1028). Mahwah, NJ: Lawrence Erlbaum Associates.

Lebiere, C., Gray, R., Salvucci, D., & West, R. (2003). Choice and learning under uncertainty: a case study in baseball batting. In Proceedings of the 25th Annual Conference of the Cognitive Science Society (pp. 704-709). Mahwah, NJ: Lawrence Erlbaum Associates.

Salvucci, D. D., & Lee, F. J. (2003). Simple cognitive modeling in a complex cognitive architecture. In Human Factors in Computing Systems: CHI 2003 Conference Proceedings (pp. 265-272). New York: ACM Press.

Salvucci, D. D. (2002). Modeling driver distraction from cognitive tasks. In Proceedings of the 24th Annual Conference of the Cognitive Science Society (pp. 792-797). Mahwah, NJ: Lawrence Erlbaum Associates.

Salvucci, D. D., Liu, A., & Boer, E. R. (2001). Control and monitoring during lane changes. In Vision in Vehicles 9.

Liu, A., & Salvucci, D. D. (2001). Modeling and prediction of human driver behavior. In Proceedings of the Ninth International Conference on Human-Computer Interaction (pp. 1479-1483). Mahwah, NJ: Lawrence Erlbaum Associates.

Salvucci, D. D., & Macuga, K. L. (2001). Predicting the effects of cell-phone dialing on driver performance. In Proceedings of the Fourth International Conference on Cognitive Modeling (pp. 25-32). Mahwah, NJ: Lawrence Erlbaum Associates.
[superseded by Cognitive Systems Research, 2002]
[Siegel-Wolf Award for Best Applied Paper]

Salvucci, D. D. (2001). Predicting the effects of in-car interfaces on driver behavior using a cognitive architecture. In Human Factors in Computing Systems: CHI 2001 Conference Proceedings (pp. 120-127). New York: ACM Press.
[superseded by International Journal of Human-Computer Studies, 2001]

Salvucci, D. D., Boer, E. R., & Liu, A. (2001). Toward an integrated model of driver behavior in a cognitive architecture. Paper presented at the Transportation Research Board 80th Annual Meeting.
[superseded by Transportation Research Record, 2001]
[Fred Burggraf Award for excellence by young researchers]

Salvucci, D. D., & Goldberg, J. H. (2000). Identifying fixations and saccades in eye-tracking protocols. In Proceedings of the Eye Tracking Research and Applications Symposium (pp. 71-78). New York: ACM Press.

Salvucci, D. D. (2000). An interactive model-based environment for eye-movement protocol visualization and analysis. In Proceedings of the Eye Tracking Research and Applications Symposium (pp. 57-63). New York: ACM Press.

Salvucci, D. D., & Anderson, J. R. (2000). Intelligent gaze-added interfaces. In Human Factors in Computing Systems: CHI 2000 Conference Proceedings (pp. 273-280). New York: ACM Press.

Salvucci, D. D. (2000). A model of eye movements and visual attention. In Proceedings of the Third International Conference on Cognitive Modeling (pp. 252-259). Veenendaal, The Netherlands: Universal Press.

Salvucci, D. D. (1999). Inferring intent in eye-movement interfaces: Tracing user actions with process models. In Human Factors in Computing Systems: CHI 99 Conference Proceedings (pp. 254-261). New York: ACM Press.

Salvucci, D. D., & Anderson, J. R. (1998). Tracing eye movement protocols with cognitive process models. In Proceedings of the Twentieth Annual Conference of the Cognitive Science Society (pp. 923-928). Hillsdale, NJ: Lawrence Erlbaum Associates.

Salvucci, D. D. (1998). Interpreting eye movements with process models. In Human Factors in Computing Systems: CHI 98 Conference Summary (pp. 66-67). New York: ACM Press.
 

Book
Chapters

Salvucci, D. D. (2007). Integrated models of driver behavior. In W. D. Gray (Ed.), Integrated Models of Cognitive Systems (pp. 356-367). New York: Oxford University Press.

Salvucci, D. D., & Anderson, J. R. (1998). Analogy. In J. R. Anderson & C. Lebiere (Eds.), The Atomic Components of Thought (pp. 343-383). Hillsdale, NJ: Lawrence Erlbaum Associates.
 

Abstracts

Salvucci, D. D., & Beltowska, J. (2008). Predicting cognitive driver distraction with threaded cognition theory. In Proceedings of the Thirtieth Annual Meeting of the Cognitive Science Society, Washington, DC.

Salvucci, D. D., & Taatgen, N. A. (2007). An integrated approach to modeling concurrent multitasking. In Proceedings of the Twenty-Ninth Annual Meeting of the Cognitive Science Society, Nashville, TN.

Salvucci, D. D., & Taatgen, N. A. (2006). An integrated approach to multitasking in ACT-R. In Proceedings of the 2006 ACT-R Workshop, Carnegie Mellon University, Pittsburgh, PA.

Brumby, D. P., & Salvucci, D. D. (2006). Towards a constraint analysis of human multitasking. Poster presented at the Seventh International Conference on Cognitive Modeling 2006, Trieste, Italy; April 5-8, 2006.
[Best Poster Award First Prize]

Mankowski, W., Salvucci, D. D., & Shokoufandeh, A. (2006). Graph-based lane change detection. Poster presented at the Seventh International Conference on Cognitive Modeling 2006, Trieste, Italy; April 5-8, 2006.

Chavez, A. K., & Salvucci, D. D. (2003). An ACT-R model of the Wickens tracking task. Poster presented at the Twenty-Fifth Annual Conference of the Cognitive Science Society, Boston, MA; July 31 - August 2, 2003.

Kushleyeva, Y., & Salvucci, D. D. (2003). Human multitasking: Towards an ACT-R task-independent general executive. Poster presented at the Twenty-Fifth Annual Conference of the Cognitive Science Society, Boston, MA; July 31 - August 2, 2003.

Salvucci, D. D., & Anderson, J. R. (2000). Interpreting eye-movement protocols. Poster presented at the Twenty-Second Annual Conference of the Cognitive Science Society, Philadelphia, PA; August 13-15, 2000.

Salvucci, D. D. (1998). Interpreting eye movements with process models. Poster presented at the ACM CHI 1998 Doctoral Consortium and Conference, Los Angeles, CA; April, 1998.

Salvucci, D. D., Anderson, J. R., & Douglass, S. (1997). Encoding and response strategies in complex skill acquisition. Poster presented at the Nineteenth Annual Conference of the Cognitive Science Society, Stanford, CA; August, 1997.
 

Doctoral
Thesis

Salvucci, D. D. (1999). Mapping eye movements to cognitive processes (Tech. Rep. No. CMU-CS-99-131). Doctoral Dissertation, Department of Computer Science, Carnegie Mellon University.
[summarized in Human-Computer Interaction, 2001]