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Integrated Models of Cognitive Systems




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 05/2007





Note Editore

The field of cognitive modelling has progressed beyond modelling cognition in the context of simple laboratory tasks and begun to attack the problem of modelling cognition in more complex, realistic environments, such as those studied by researchers in the field of human-factors. The problems that the human-factors community is tackling focus on modelling certain problems of communication and control that arise in the integration of implicit and explicit knowledge, emotion, and cognition, and the cognitive system with the external environment. These problems must be addressed in order to produce integrated cognitive models of moderately complex tasks. Architectures of cognition in these tasks focus on the control of a central system, which includes control of the central processor itself, initiation of functional processes, such as visual search and memory retrieval, and harvesting the results of functional processes. Because the control of the central system is conceptually different from the internal control required by individual functional processes, a complete architecture of cognition must incorporate two types of theories of control: type 1 theories of the structure, functionality, and operation of the controller, and type 2 theories of the internal control of functional processes, how, and what they communicate to the controller. This volume presents, for both types of theories, the current state of the art, as well as contrasts among current approaches to human-performance models.




Sommario

1 - Composition and Control of Integrated Cognitive Systems
2 - Cognitive Control in a Computational Model of the Predator Pilot
3 - Some History of Human Performance Modeling
4 - Using Brain Imaging to Guide the Development of a Cognitive Architecture
5 - The Motivational and Metacognitive Control in CLARION
6 - Reasoning as Cognitive Self-Regulation
7 - Construction/Integration Architecture: Dynamic Adaptation to Task Constraints
8 - Guided Search 4.0: Current Progress with a Model of Visual Search
9 - Advancing Area Activation Towards a General Model of Eye Movements in Visual Search
10 - The Modeling and Control of Visual Perception
11 - From Disintegrated Architectures of Cognition to an Integrated Heuristic Toolbox
12 - A Rational-Ecological Approach to the Exploration/Exploitation Trade-Offs: Bounded Rationality and Suboptimal Performance
13 - Sequential Dependencies in Human Behavior Offer Insights into Cognitive Control
14 - Ecological Resources for Modeling Interactive Behavior and Embedded Cognition
15 - Integrating Emotional Processes into Decision Making Models
16 - The Architectural Role of Emotion in Cognitive Systems
17 - Decreased Arousal as a Result of Sleep Deprivation
18 - Lessons from Defining Theories of Stress for Cognitive Architectures
19 - Reasons for Emotions: Modeling Emotions in Integrated Cognitive Systems
20 - On the Role of Embodiment in Modeling Natural Behaviors
21 - Questions Without Words: A Comparison Between Decision Making Under Risk and Movement Planning Under Risk
22 - Toward an Integrated, Comprehensive Theory of Visual Search
23 - Control of Cognition
24 - Integrated Models of Driver Behavior
25 - The Minimal Control Principle
26 - Control Signals and Goal-Directed Behavior
27 - Intentions, Errors, and Experience
28 - Bounding Rational Analysis: Constraints on Asymptotic Performance
29 - Integrating Cognitive Systems: The COGENT Approach
30 - Local Theories Versus Comprehensive Architectures: The Cognitive Science Jigsaw Puzzle










Altre Informazioni

ISBN:

9780195189193

Condizione: Nuovo
Collana: Oxford Series on Cognitive Models and Architectures
Dimensioni: 178 x 33.0 x 257 mm Ø 1 gr
Formato: Copertina rigida
Illustration Notes:8 pp colour plates, 50 black & white photographs and 100 line illustrations
Pagine Arabe: 544


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