<p><p>This book presents interdisciplinary research on cognition, mind and behavior from an information processing perspective. It includes chapters on Artificial Intelligence, Decision Support Systems, Machine Learning, Data Mining and Support Vector Machines, chiefly with regard to the data obtain
Cognitive Sciences. Basic Problems, New Perspectives, and Implications for Artificial Intelligence
β Scribed by Maria Nowakowska (Auth.)
- Publisher
- Elsevier Inc, Academic Press
- Year
- 1986
- Tongue
- English
- Leaves
- 382
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This highly original work extends and enriches our understanding of the theoretical apparatus of cognitive science and highlights some new aspects and possibilities for developing this interdisciplinary subject. The author examines the theoretical and methodological foundations of cognitive science and explores its usefulness as a descriptive and explanatory tool.
The topics covered range from such relatively unexplored ones as observability networks and their restrictions, random and semi-random fuzzy objects, and relations between subjective and objective time, through judgement formation, descriptions, and texts, to more traditional subjects studied by cognitive scientists, namely, visual perception, memory, and communication. In her treatment of each topic, the author develops new conceptual representations of the phenomenon analyzed, postulates appropriate mechanisms, and formulates explanatory hypotheses.
Dr. Nowakowska treats cognitive processes through a set of interrelated theories, from different perspectives and on various levels of generality. She departs from the information processing paradigm and proposes new concepts and solutions based on psychological intuitions and mechanisms. Her work stresses the problems of cognitive limitations and distortions as well as the generative, controlled, and dynamic character of cognition
β¦ Table of Contents
Content:
Front Matter, Page iii
Copyright, Page iv
Dedication, Page v
PREFACE, Pages xi-xii
INTRODUCTION, Pages 1-11
1 - A NEW THEORY OF TIME, Pages 12-59
2 - EVENTS AND OBSERVABILITY, Pages 60-101
3 - MULTIMEDIAL UNITS AND LANGUAGES: VERBAL AND NONVERBAL COMMUNICATION, Pages 102-143
4 - JUDGMENT FORMATION AND PROBLEMS OF DESCRIPTION, Pages 144-225
5 - MEMORY AND PERCEPTION: SOME NEW MODELS, Pages 226-323
6 - STOCHASTIC MODELS OF EXPERTISE FORMATION, OPINION CHANGE, AND LEARNING, Pages 324-353
APPENDIX, Pages 355-368
REFERENCES, Pages 369-373
INDEX, Pages 375-379
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