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Cognition and the Creative Machine : Cognitive AI for Creative Problem Solving / by Ana-Maria Oltețeanu.

Oltețeanu, Ana-Maria, author.
2020
Q334-342
Available Online
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Title
Cognition and the Creative Machine : Cognitive AI for Creative Problem Solving / by Ana-Maria Oltețeanu.
Author
Oltețeanu, Ana-Maria, author.
Edition
1st ed. 2020.
ISBN
9783030303228
3030303225
9783030303211
DOI
https://doi.org/10.1007/978-3-030-30322-8
Published
Cham : Springer International Publishing : Imprint: Springer, 2020.
Language
English
Description
1 online resource (xiv, 282 pages) : illustrations.
Item Number
10.1007/978-3-030-30322-8 doi
Call Number
Q334-342
Dewey Decimal Classification
006.3
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
Available in Other Form
Print version: 9783030303211
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Introduction
Part I, Rebraiding the Strands: Creativity and Problem-Solving, Human and Computational
Creativity, Problem-Solving and Insight
Knowledge Organization for Creative Problem-Solving
Computational Creativity and Systems
Two Types of Evaluation: Human Creativity, Computational Creativity
Part II, One Ring to Creatively Solve Them All? In Search of a Unified Framework
Gathering the Cogs of a Framework
CreaCogs: A Clockwork View of Creativity
The Cogs in Motion: Navigating the Knowledge in CreaCogs
Part III, Empirical and Computational Explorations
What Do Swiss, Cake and Cottage Have in Common? Computational Explorations of the Remote Associates Test
What Could You Use this Object for? Object Replacement and Object Composition in a Computational System,and the Alternative Uses Test
Daily Eurekas About Candles and Strings. Approaching Insight with Practical Insight Problems
The Journey Thus Far and the Journey Ahead
App. A: Human and System Answers to Variants of the Remote Associates Test
App, B: OROC Results.

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