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Cognition and the Creative Machine: Cognitive AI for Creative Problem Solving

✍ Scribed by Ana-Maria Oltețeanu

Publisher
Springer International Publishing;Springer
Year
2020
Tongue
English
Leaves
288
Edition
1st ed.
Category
Library
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No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages I-XII
Introduction (Ana-Maria Oltețeanu)....Pages 1-6
Front Matter ....Pages 7-10
Creativity, Problem Solving and Insight (Ana-Maria Oltețeanu)....Pages 11-23
Knowledge Organization for Creative Problem Solving (Ana-Maria Oltețeanu)....Pages 25-32
Computational Creativity and Systems (Ana-Maria Oltețeanu)....Pages 33-39
Two Types of Evaluation: Human Creativity, Computational Creativity (Ana-Maria Oltețeanu)....Pages 41-54
Front Matter ....Pages 55-57
Gathering the Cogs of a Framework (Ana-Maria Oltețeanu)....Pages 59-67
CreaCogs – A Clockwork View of Creativity (Ana-Maria Oltețeanu)....Pages 69-90
The Cogs in Motion – Navigating the Knowledge in CreaCogs (Ana-Maria Oltețeanu)....Pages 91-108
Front Matter ....Pages 109-111
What Do Swiss, Cake and Cottage Have in Common? – Computational Explorations of the Remote Associates Test (Ana-Maria Oltețeanu)....Pages 113-148
What Could You Use This Object for? – Object Replacement and Object Composition in a Computational System, and the Alternative Uses Test (Ana-Maria Oltețeanu)....Pages 149-173
Daily Eurekas About Candles and Strings. Approaching Insight with Practical Insight Problems (Ana-Maria Oltețeanu)....Pages 175-243
The Journey Thus Far and the Journey Ahead (Ana-Maria Oltețeanu)....Pages 245-252
Back Matter ....Pages 253-282

✦ Subjects

Computer Science; Creativity and Arts Education; Psychology, general

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