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001 978-3-030-30322-8
003 DE-He213
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008 200523s2020 sz | s |||| 0|eng d
020 _a9783030303228
_9978-3-030-30322-8
024 7 _a10.1007/978-3-030-30322-8
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aOltețeanu, Ana-Maria.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aCognition and the Creative Machine
_h[electronic resource] :
_bCognitive AI for Creative Problem Solving /
_cby Ana-Maria Oltețeanu.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXIV, 282 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction -- 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 _aHow 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 _aArtificial intelligence.
650 0 _aArt
_xStudy and teaching.
650 0 _aPsychology.
650 1 4 _aArtificial Intelligence.
650 2 4 _aCreativity and Arts Education.
650 2 4 _aBehavioral Sciences and Psychology.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030303211
776 0 8 _iPrinted edition:
_z9783030303235
776 0 8 _iPrinted edition:
_z9783030303242
856 4 0 _uhttps://doi.org/10.1007/978-3-030-30322-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c175422
_d175422