Overview
- Examines creativity, problem-solving, cognition, and computational creative systems
- Author describes prototype systems implemented and computational and empirical experiments conducted
- Interesting for researchers and graduate students in the areas of artificial intelligence, creativity, and psychology
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About this book
How would you assemble a machine that can be creative, what would its cogs be? Starting from how humans do creative problem solving, the author has developed a framework to explore whether a diverse set of creative problem-solving tasks can be solved computationally using a unified set of principles. In this book she describes the implementation of related prototype AI systems, and the computational and empirical experiments conducted.
The book will be of interest to researchers, graduate students, and laypeople engaged with ideas in artificial intelligence, cognitive science, and creativity.
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Keywords
Table of contents (12 chapters)
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Front Matter
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Rebraiding the Strands: Creativity and Problem Solving, Human and Computational
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Front Matter
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One Ring to Creatively Solve Them All? In Search of a Unified Cognitive Framework
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Front Matter
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Empirical and Computational Explorations
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Front Matter
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Back Matter
Reviews
“This book enhances our understanding of the principles of problem solving in the epoch of AI and deserves to be widely read in this age of intelligent machines. The CreaCogs cognitive framework proposed here could be served as an applicable guide for graduate students and researchers in the sphere of Cognitive Science, AI, and Education.” (Zhihui Chen and Ruixing Ye, Science & Education, Vol. 31 (2), April, 2022)
Authors and Affiliations
Bibliographic Information
Book Title: Cognition and the Creative Machine
Book Subtitle: Cognitive AI for Creative Problem Solving
Authors: Ana-Maria Oltețeanu
DOI: https://doi.org/10.1007/978-3-030-30322-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-30321-1Published: 24 May 2020
Softcover ISBN: 978-3-030-30324-2Published: 26 August 2021
eBook ISBN: 978-3-030-30322-8Published: 23 May 2020
Edition Number: 1
Number of Pages: XIV, 282
Topics: Artificial Intelligence, Creativity and Arts Education, Psychology, general