國立虎尾科技大學 |

Cognition and the Creative Machine = Cognitive AI for Creative Problem Solving /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Cognition and the Creative Machine/ by Ana-Maria Oltețeanu.
Reminder of title:	Cognitive AI for Creative Problem Solving /
Author:	Oltețeanu, Ana-Maria.
Description:	XIV, 282 p.online resource. :
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-030-30322-8
ISBN:	9783030303228

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

Cognition and the Creative MachineCognitive AI for Creative Problem Solving /[electronic resource] :by Ana-Maria Oltețeanu. - 1st ed. 2020. - XIV, 282 p.online resource.

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.

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.

ISBN: 9783030303228

Standard No.: 10.1007/978-3-030-30322-8doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Cognition and the Creative Machine = Cognitive AI for Creative Problem Solving /
LDR:03021nam a22003975i 4500 001 1028062
003 DE-He213
005 20200702011720.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030303228 $9 978-3-030-30322-8
024 7 $a 10.1007/978-3-030-30322-8 $2 doi
035 $a 978-3-030-30322-8
050 4 $a Q334-342
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
100 1 $a Oltețeanu, Ana-Maria. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1324577
245 1 0 $a Cognition and the Creative Machine $h [electronic resource] : $b Cognitive AI for Creative Problem Solving / $c by Ana-Maria Oltețeanu.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XIV, 282 p. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
505 0 $a 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.
520 $a 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.
650 0 $a Artificial intelligence. $3 559380
650 0 $a Art education. $3 1179362
650 0 $a Psychology. $3 555998
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Creativity and Arts Education. $3 1113649
650 2 4 $a Psychology, general. $3 668226
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030303211
776 0 8 $i Printed edition: $z 9783030303235
776 0 8 $i Printed edition: $z 9783030303242
856 4 0 $u https://doi.org/10.1007/978-3-030-30322-8
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)