Book chapter
Integrated Models of Driver Behavior
Integrated Models of Cognitive Systems
03 May 2007
Abstract
As cognitive architectures continue to move forward toward more truly “unified theories of cognition,” integration has played and will continue to play a key role in their development. At least two distinct types of integration, known as integration by composition and integration by generalization, have become evident in recent work on cognitive architecture. This chapter discusses three examples of integration within this work on driver behavior: integration by composition of a lower-level control model into a production-system model for highway driving, integration by composition of the driver model with models of in-vehicle secondary tasks to predict driver distraction, and integration by generalization of the multitasking aspects of the previous models into a general executive for handling multitask performance. This integration has facilitated the development of practical systems that use these theories in real-world applications, such as predicting the distraction potential of novel in-vehicle devices.
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1 citations in Scopus
Details
- Title
- Integrated Models of Driver Behavior
- Creators
- Dario D Salvucci - Drexel University
- Publication Details
- Integrated Models of Cognitive Systems
- Publisher
- Oxford University Press; New York
- Resource Type
- Book chapter
- Language
- English
- Academic Unit
- Computer Science
- Scopus ID
- 2-s2.0-84920106353
- Other Identifier
- 991019174006004721