Advances in Intelligent Tutoring Systems

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Roger Nkambou, Riichiro Mizoguchi, Jacqueline Bourdeau
Springer Science & Business Media, Aug 27, 2010 - Computers - 510 pages
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May the Forcing Functions be with You: The Stimulating World of AIED and ITS Research It is my pleasure to write the foreword for Advances in Intelligent Tutoring S- tems. This collection, with contributions from leading researchers in the field of artificial intelligence in education (AIED), constitutes an overview of the many challenging research problems that must be solved in order to build a truly intel- gent tutoring system (ITS). The book not only describes some of the approaches and techniques that have been explored to meet these challenges, but also some of the systems that have actually been built and deployed in this effort. As discussed in the Introduction (Chapter 1), the terms “AIED” and “ITS” are often used int- changeably, and there is a large overlap in the researchers devoted to exploring this common field. In this foreword, I will use the term “AIED” to refer to the - search area, and the term “ITS” to refer to the particular kind of system that AIED researchers build. It has often been said that AIED is “AI-complete” in that to produce a tutoring system as sophisticated and effective as a human tutor requires solving the entire gamut of artificial intelligence research (AI) problems.
 

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Contents

What Are Intelligent Tutoring Systems and Why This Book?
1
Part I Domain Modeling
13
Part II Tutor Modeling and Learning Environments
120
Part III Student Modeling
265
Part IV ITS Authoring and Applications
359
Part V Social Cultural and Privacy Issues
444
Index
506
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