A multitasking general executive for compound continuous tasks

Cognitive Science

Volumn 29, Issue 3, 2005, Pages 457-492

  Salvucci, Dario D ^a  

^a Drexel University   (United States)

Author keywords

ACT R; Cognitive architectures; Driving; Multitasking

Indexed keywords

EID: 21244456346     PISSN: 03640213     EISSN: None     Source Type: Journal    
DOI: 10.1207/s15516709cog0000_19     Document Type: Article

References (69)

1. Aasman, J. (1995). Modelling driver behaviour in Soar. Leidschendam, The Netherlands: KPN Research.
2. Altmann, E. M., & Gray, W. D. (2000). An integrated model of set shifting and maintenance. In N. Taatgen & J. Aasman (Eds.), Proceedings of the 3rd International Conference on Cognitive Modeling (pp. 17-24). Veenendaal, The Netherlands: Universal Press.
3. Altmann, E. M., & Gray, W. D. (2002). Forgetting to remember: The functional relationship of decay and interference. Psychological Sciences, 13, 27-33.
4. Altmann, E. M., & Trafton, J. G. (2002). Memory for goals: An activation-based model. Cognitive Science, 26, 39-83.
5. Anderson, J. R. (2005). Human symbol manipulation within an integrated cognitive architecture. Cognitive Science, 29, 313-341.
6. Anderson, J. R., Bothell, D., Byrne, M. D., Douglass, S., Lebiere, C., & Qin, Y. (2004). An integrated theory of the mind. Psychological Review, 111, 1036-1060.
7. Anderson, J. R., Bothell, D., Lebiere, C., & Matessa, M. (1998). An integrated theory of list memory. Journal of Memory and Language, 38, 341-380.
8. Anderson, J. R., & Lebiere, C. (1998). The atomic components of thought. Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
9. Anderson, J. R., Taatgen, N. A., & Byrne, M. D. (in press). Learning to achieve perfect time sharing: Architectural implications of Hazeltine, Teague, & Ivry (2002). Journal of Experimental Psychology: Human Perception and Performance.
10. Best, B. J., & Lebiere, C. (2003). Spatial plans, communication, and teamwork in synthetic MOUT agents. In Proceedings of the 12th Conference on Behavior Representation in Modeling and Simulation.
11. Byrne, M. D., & Anderson, J. R. (2001). Serial modules in parallel: The psychological refractory period and perfect time-sharing. Psychological Review, 108, 847-869.
12. Byrne, M. D., & Kirlik, A. (2005). Using computational cognitive modeling to diagnose possible sources of aviation error. International Journal of Aviation Psychology, 15, 135-155.
13. Card, S., Moran, T., & Newell, A. (1983). The psychology of human-computer interaction. Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
14. Chong, R. S. (1998). Modeling dual-task performance improvement: Casting executive process knowledge acquisition as strategy refinement (Tech. Rep. No. CSE-TR-378-98). Unpublished doctoral dissertation, Department of Computer Science and Engineering, University of Michigan, Ann Arbor.
15. Dingus, T. A., Antin, J. F., Hulse, M. C., & Wierwille, W. W. (1989). Attentional demand requirements of an automobile moving-map navigation system. Transportation Research, A23, 301-315.
16. Doane, S. M., & Sohn, Y. W. (2000). ADAPT: A predictive cognitive model of user visual attention and action planning. User Modeling and User Adapted Interaction, 10, 1-45.
17. Ellis, R. D., Goldberg, J. H., & Detweiler, M. C. (1996). Predicting age-related differences in visual information processing using a two-stage queuing model. Journal of Gerontology: Psychological Sciences, 51, 155-165.
18. Fick, C. S., & Byrne, M. D. (2003). Capture of visual attention by abrupt onsets: A model of contingent orienting. In F. Detje, D. Dörner, & H. Schaub (Eds.), Proceedings of the Fifth International Conference on Cognitive Modeling (pp. 81-86). Bamberg, Germany: Universitas-Verlag Bamberg.
19. Fincham, J. M., Carter, C. S., van Veen, V., Stenger, V. A., and Anderson, J. R. (2002). Neural mechanisms of planning: A computational analysis using event-related fMRI. Proceedings of the National Academy of Sciences, 99, 3346-3351.
20. Freed, M. (1998). Managing multiple tasks in complex, dynamic environments. In Proceedings of the 1998 National Conference on Artificial Intelligence (pp. 921-927). Menlo Park, CA: AAAI Press.
21. Fu, W-T., Bothell, D., Douglass, S., Haimson, C., Sohn, M.-H, & Anderson, J. R. (2004). Learning from real-time over-the-shoulder instructions in a dynamic task. In Proceedings of the Sixth International Conference on Cognitive Modeling (pp. 100-105). Pittsburgh, PA: Carnegie Mellon University.
22. Gluck, K. A., Ball, J. T., Krusmark, M. A., Rodgers, S. M., & Purtee, M. D. (2003). A computational process model of basic aircraft maneuvering. In F. Detje, D. Doerner, & H. Schaub (Eds.), In Proceedings of the Fifth International Conference on Cognitive Modeling (pp. 117-122). Bamberg, Germany: Universitats-Verlag Bamberg.
23. Gluck, K. A., & Pew, R. W. (Eds.). (in press). Modeling human behavior with integrated cognitive architectures: Comparison, evaluation, and validation. Mahwah, NJ: Lawrence Erlbaum Associates, Inc.
24. Gray, W. D., & Schoelles, M. J. (2003). The nature and timing of interruptions in a complex cognitive task: Empirical data and computational cognitive models. In Proceedings of the 25th Annual Meeting of the Cognitive Science Society (p. 37). Mahwah, NJ: Lawrence Erlbaum Associates, Inc.
25. Hendricks, D. L., Freedman, M., Zador, P. L., & Fell, J. C. (2001). The relative frequency of unsafe driving acts in serious traffic crashes. Washington, DC: National Highway Traffic Safety Administration.
26. Hess, R. A., & Modjtahedzadeh, A. (1990). A control theoretic model of driver steering behavior. IEEE Control Systems Magazine, 10(5), 3-8.
27. Hildreth, E. C., Beusmans, J. M. H., Boer, E. R., & Royden, C. S. (2000). From vision to action: Experiments and models of steering control during driving. Journal of Experimental Psychology: Human Perception and Performance, 26, 1106-1132.
28. John, B. E. (1996). TYPIST: A theory of performance in skilled typing. Human-Computer Interaction, 11, 321-355.
29. Jones, R. M., Laird, J. E., Nielsen P. E., Coulter, K., Kenny, P., & Koss, F. (1999). Automated intelligent pilots for combat flight simulation. AI Magazine, 20, 27-42.
30. Just, M. A., Carpenter, P. A., & Varma, S. (1999). Computational modeling of high-level cognition and brain function. Human Brain Mapping, 8, 128-136.
31. Kelley, T. D., & Scribner, D. R. (2003). Developing a predictive model of dual task performance (Tech.Rep. ARL-MR-0556). Aberdeen, MD: U.S. Army Research Laboratory.
32. Kieras, D. E., & Meyer, D. E. (1997). A computational theory of executive cognitive processes and multiple-task performance: Part 1. Basic mechanisms. Psychological Review, 104, 3-65.
33. Kieras, D. E., & Meyer, D. E. (1997). An overview of the EPIC architecture for cognition and performance with application to human-computer interaction. Human-Computer Interaction, 12, 391-438.
34. Kieras, D. E., & Meyer, D. E. (1997). A computational theory of executive cognitive processes and multiple-task performance: Part 1. Basic mechanisms. Psychological Review, 104, 3-65.
35. Kieras, D. E., Meyer, D. E., Ballas, J. A., & Lauber, E. J. (2000). Modern computational perspectives on executive mental processes and cognitive control: Where to from here? In S. Monsell & J. Driver (Eds.), Control of cognitive processes: Attention and performance XVIII (pp. 681-712). Cambridge, MA: MIT Press.
36. Kieras, D. E., Wood, S. D., & Meyer, D. E. (1997). Predictive engineering models based on the EPIC architecture for a multimodal high-performance human-computer interaction task. ACM Transactions on Computer-Human Interaction, 4, 230-275.
37. Koechlin, E., Corrado, G., Pietrini, P., & Grafman, J. (2000). Dissociating the role of the medial and lateral anterior prefrontal cortex in human planning, Proceedings of the National Academy of Sciences USA, 97, 7651-7656.
38. Kushleyeva, Y., Salvucci, D. D., & Lee, F. J. (2005). Deciding when to switch tasks in time-critical multitasking. Cognitive Systems Research, 6, 41-49.
39. Laird, J. E., & Duchi, J. C. (2000). Creating human-like synthetic characters with multiple skill levels: A case study using the Soar Quakebot. In Papers from the AAAI 2000 Fall Symposium on Simulating Human Agents (Tech. Rep. FS-OA-03; pp. 75-79). Menlo Park, CA: AAAI Press.
40. Lallement, Y., & John, B. E. (1998). Cognitive architecture and modeling idiom: An examination of three models of the Wickens task. In M. A. Gernsbacher & S. J. Derry (Eds.), Proceedings of the Twentieth Annual Conference of the Cognitive Science Society (pp. 597-602). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
41. 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, Inc.
42. Lee, F. J., & Anderson, J. R. (2000). Modeling eye-movements of skilled performance in a dynamic task. In Proceedings of the Third International Conference on Cognitive Modeling (pp. 194-201). Gronigen: University of Groningen, Netherlands.
43. Liu, Y. (1996). Queueing network modeling of elementary mental processes. Psychological Review, 103, 116-136.
44. McClelland, J. L. (1979). On the time relations of mental processes: An examination of systems of processes in cascade. Psychological Review, 86, 287-330.
45. Meyer, D. E., & Kieras, D. E. (1997). A computational theory of executive cognitive processes and multiple-task performance: Part 2. Accounts of psychological refractory period phenomena. Psychological Review, 104, 749-791.
46. Miller, J. O. (1993). A queue-series model for reaction time, with discrete-stage and continuous-flow models as special cases. Psychological Review, 100, 702-715.
47. Nelson, R. (1995). Probability, stochastic processes, and queueing theory - The mathematics of computer performance modeling. New York: Springer Verlag.
48. Newell, A. (1990). Unified theories of cognition. Cambridge, MA: Harvard University Press.
49. Reed, M. P., & Green, P. A. (1999). Comparison of driving performance on-road and in a low-cost simulator using a concurrent telephone dialing task. Ergonomics, 42, 1015-1037.
50. Ritter, F. E., Baxter, G. D., Jones, G., & Young, R. M. (2000). Supporting cognitive models as users. ACM Transactions on Computer Human Interaction, 7, 141-173.
51. Salvucci, D. D. (2001a). An integrated model of eye movements and visual encoding. Cognitive Systems Research, 1, 201-220.
52. Salvucci, D. D. (2001b). Predicting the effects of in-car interface use on driver performance: An integrated model approach. International Journal of Human-Computer Studies, 55, 85-107.
53. 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, Inc.
54. Salvucci, D. D. (in press). Modeling driver behavior in a cognitive architecture. Human Factors.
55. Salvucci, D. D., & Anderson, J. R. (2001). Integrating analogical mapping and general problem solving: The path-mapping theory. Cognitive Science, 25, 67-110.
56. 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.
57. Salvucci, D. D., & Gray, R. (2004). A two-point visual control model of steering. Perception, 33, 1233-1248.
58. 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, Inc.
59. Salvucci, D. D., & Macuga, K. L. (2002). Predicting the effects of cellular-phone dialing on driver performance. Cognitive Systems Research, 3, 95-102.
60. Schoppek, W. (2002). Examples, rules, and strategies in the control of dynamic systems. Cognitive Science Quarterly, 2, 63-92.
61. Smith, E. E., & Jonides, J. (1999, March 12). Storage and executive processes in the frontal lobes, Science, 283, 1657-1661.
62. Sodhi, M., Reimer, B., & Llamazares, I. (2002). Glance analysis of driver eye movements to evaluate distraction. Behavior Research Methods, Instruments and Computing, 34, 529-538.
63. Sohn, M-H., & Anderson, J. R. (2001). Task preparation and task repetition: Two-component model of task switching. Journal of Experimental Psychology: General, 130, 764-778.
64. Taatgen, N. (2005). Modeling parallelization and flexibility improvements in skill acquisition: From dual tasks to complex dynamic skills. Cognitive Science, 29, 421-455.
65. Taatgen, N. A., & Lee, F. J. (2003). Production compilation: A simple mechanism to model complex skill acquisition. Human Factors, 45, 61-76.
66. Taatgen, N., van Rijn, H., & Anderson, J. R. (2004). Time perception: Beyond simple interval estimation. In Proceedings of the Sixth International Conference on Cognitive Modeling (pp. 296-301). Pittsburgh, PA: Carnegie Mellon University.
67. Tsimhoni, O., & Liu, Y. (2003). Modeling steering using the Queuing Network - Model Human Processor (QN-MHP). In Proceedings of the Human Factors and Ergonomics Society 47th Annual Meeting (pp. 1875-1879). Santa Monica, CA: Human Factors and Ergonomics Society.
68. Vera, A., Howes, A., McCurdy, M., & Lewis, R. L. (2004). A constraint satisfaction approach to predicting skilled interactive performance. In Human Factors in Computing Systems: CHI 2004 Conference Proceedings (pp. 121-128). New York: ACM Press.
69. Wierwille, W. W. (1993). Visual and manual demands of in-car controls and displays. In B. Peacock & W. Karwowski (Eds.), Automotive ergonomics (pp. 229-320). London: Taylor & Francis.