Overview
- Provides a common cognitive analysis framework with a focus on mathematical problem solving
- Showcases applications of the cognitive analysis and cognitive simulation in teaching and cognitive diagnosis
- Theorizes and re-conceptualizes cognitive simulation based on relative research and development in the past 5-10 years
Part of the book series: Smart Computing and Intelligence (SMCOMINT)
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About this book
This book focuses on the analysis and application of cognitive simulation in problem solving. It constructs a cognitive model of mathematical problem solving, and based on this model, analyses typical mathematical problems, programs using Lisp language, and subsequently simulates the problem-solving process in Adaptive Control of Thought—Rational (ACT-R). This book introduces the method and process of one-on-one cognitive diagnosis, and designs and implements experiments following the method and process. It serves as a stepping stone for both researchers and practitioners who are interested in using cognitive simulation for students learning.
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Table of contents (11 chapters)
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Front Matter
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Introduction and Background
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Front Matter
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Cognitive Model and Cognitive Simulation
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Front Matter
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Application of Cognitive Simulation
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Front Matter
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Back Matter
Authors and Affiliations
About the author
Dr. Xuefeng Wei is the Dean of the College of Education and Full Professor of Educational Technology at the Ludong University, China. He received his Ph.D. from Beijing Normal University, China, and completed his postdoctoral researcher fellow in Learning Technology at the College of Information, University of North Texas, the United States of America. His research interests include artificial intelligence in education, cognitive analysis and simulation, and technology enhanced learning. He has published about 50 international conference papers (as first author), books, and articles in refereed journals, including Computers & Education and Educational Technology Research and Development (ETR&D). Professor Wei also serves as an associate editor of the journal Smart Learning Environments, a peer reviewer for Computers & Education and Open Education Research , a member of the IEEE (Institute of Electrical and Electronics Engineers) Technical Committee on Learning Technologies, and a member of the 2016 and 2017 Horizon Project China Expert Panels.
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Bibliographic Information
Book Title: Artificial Intelligence in Mathematics Education
Book Subtitle: Cognitive Analysis and Cognitive Simulation
Authors: Xuefeng Wei
Series Title: Smart Computing and Intelligence
DOI: https://doi.org/10.1007/978-981-95-1405-2
Publisher: Springer Singapore
eBook Packages: Education, Education (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025
Hardcover ISBN: 978-981-95-1404-5Published: 03 January 2026
Softcover ISBN: 978-981-95-1407-6Due: 17 January 2027
eBook ISBN: 978-981-95-1405-2Published: 01 January 2026
Series ISSN: 2522-0888
Series E-ISSN: 2522-0896
Edition Number: 1
Number of Pages: XII, 231
Number of Illustrations: 35 b/w illustrations, 35 illustrations in colour
Topics: Computational Intelligence, Mathematics Education, Education, general
