Resource-Adaptive Cognitive Processes

By Matthew W. Crocker , Jörg Siekmann

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This book explores the adaptation of cognitive processes to limited resources. It deals with resource-bounded and resource-adaptive cognitive processes in human information processing and human-machine systems plus the related technology transfer issues.

Full Description

  • ISBN13: 978-3-5408-9407-0
  • 436 Pages
  • User Level: Science
  • Publication Date: March 10, 2010
  • Available eBook Formats: PDF

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Full Description
This book investigates the adaptation of cognitive processes to limited resources. The central topics of this book are heuristics considered as results of the adaptation to resource limitations, through natural evolution in the case of humans, or through artificial construction in the case of computational systems; the construction and analysis of resource control in cognitive processes; and an analysis of resource-adaptivity within the paradigm of concurrent computation. The editors integrated the results of a collaborative 5-year research project that involved over 50 scientists. After a motivation of resource-adaptive cognitive processes and self-adaptive systems, the editors organized 22 chapters into 5 sections dealing with resource-bounded and resource-adaptive cognitive processes in human information processing and human-machine systems, and the related technology transfer issues. The book will benefit researchers in the fields of artificial intelligence, computer science, computational linguistics and psychology.
Table of Contents

Table of Contents

  1. Part 1: Introduction: Resource
  2. Adaptive Cognitive Processes.
  3. Self
  4. adaptive Systems.
  5. Part 2: Resource
  6. Bounded Cognitive Processes in Human Information Processing.
  7. Visuospatial Working Memory as a Limited Resource of Cognitive Processing.
  8. From Resource
  9. Adaptive Navigation Assistance to Augmented Cognition.
  10. Error
  11. Induced Learning as a Resource
  12. Adaptive Process in Young and Elderly Individuals.
  13. An ERP Approach to Study Age Differences in Cognitive Control Processes.
  14. A Simulation Engine for Structural Equation Modeling.
  15. A Connectionist Model of Situated Sentence Comprehension.
  16. Conflicting Constraints in Sentence Processing.
  17. Part 3: Resource
  18. Adaptive Processes in Human
  19. Machine: Decision
  20. Theoretic Adaptation to the Resource Limitations of Users.
  21. Cooperative Interpretation of Student Utterances in Tutorial Dialogues on Mathematics.
  22. Smart Shopping in Instrumented Shopping Environments.
  23. Mathematical Domain Reasoning for Dialogs on Proofs.
  24. Part 4: Resource
  25. Adaptive Rationality in Machines: Machine Learning Techniques for Bayesion Networks for User
  26. Adaptive Systems.
  27. Sweet Grapes: Technology for Deep Linguistic Processing.
  28. Solving Dominance Efficiency and Graphs.
  29. Constraint
  30. Based Dependency Grammar: Exploration and Classification.
  31. Resource
  32. Adaptive Processes in Automated Reasoning Systems.
  33. Part 5: Technology Transfer: Introduction: Navigating into the Future: E
  34. Learning Mathematics with Active Math.
  35. Syntactic and Semantic Processing for Effective Correction Technology.

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