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Exploring Artificial Intelligence
Survey Talks from the National Conferences on Artificial Intelligence
- 1st Edition - December 25, 1988
- Editor: Howard E. Shrobe
- Language: English
- Paperback ISBN:9 7 8 - 0 - 9 3 4 6 1 3 - 6 7 - 5
- eBook ISBN:9 7 8 - 1 - 4 8 3 2 - 1 4 4 5 - 0
Exploring Artificial Intelligence: Survey Talks from the National Conference on Artificial Intelligence provides information pertinent to the distinct subareas of artificial… Read more
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Request a sales quoteExploring Artificial Intelligence: Survey Talks from the National Conference on Artificial Intelligence provides information pertinent to the distinct subareas of artificial intelligence research. This book discusses developments in machine learning techniques. Organized into six parts encompassing 16 chapters, this book begins with an overview of intelligent tutoring systems, which describes how to guide a student to learn new concepts. This text then links closely with one of the concerns of intelligent tutoring systems, namely how to interact through the utilization of natural language. Other chapters consider the various aspects of natural language understanding and survey the huge body of work that tries to characterize heuristic search programs. This book discusses as well how computer programs can create plans to satisfy goals. The final chapter deals with computational facilities that support. This book is a valuable resource for cognitive scientists, psychologists, domain experts, computer scientists, instructional designers, expert teachers, and research workers.
Preface
Part I: Teaching and Learning
1 Intelligent Tutoring Systems: A Survey
2 An Introduction to Explanation-Based Learning
Part II: Interacting Through Language
3 Knowledge-based Natural Language Understanding
4 Namral-Language Interfaces
Part III: Planning and Search
5 Reasoning About Plans and Actions
6 Search: A Survey of Recent Results
Part IV: Reasoning About Mechanisms and Causality
7 Qualitative Physics: Past, Present, and Future
8 Model-Based Reasoning: Troubleshooting
9 Artificial Intelligence Techniques for Diagnostic Reasoning in Medicine
Part V: Theoretical Underpinnings
10 Evidential Reasoning Under Uncertainty
11 Temporal Reasoning in Artificial Intelligence
12 Nonmonotonic Reasoning
13 A Survey of Automated Deduction
Part VI: Architecture and Systems
14 Symbolic Computing Architectures
15 The Common LISP Object System: An Example of Integrating Programming Paradigms
16 Artificial Intelligence and Software Engineering
Acknowledgments and Figure Credits
Index
- No. of pages: 708
- Language: English
- Edition: 1
- Published: December 25, 1988
- Imprint: Morgan Kaufmann
- Paperback ISBN: 9780934613675
- eBook ISBN: 9781483214450
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