TITLE

Computational Synthesis and Creative Systems

ISSN

2509-6583

ISSN ELECTRONIC

2509-6575

CATEGORY

Computer Science

DESCRIPTION

<p>Creativity has become the mottoof the modern world: everyone, every institution, and every company is exhortedto create, to innovate, to think out of the box. This calls for the design of anew class of technology, aimed at assisting humans in tasks that are deemedcreative. </p><p>Developing a machine capable ofsynthesizing completely novel instances from a certain domain of interest is aformidable challenge for computer science, with potentially ground-breakingapplications in fields such as biotechnology, design, and art. Creativity andoriginality are major requirements, as is the ability to interact with humansin a virtuous loop of recommendation and feedback. The problem calls for aninterdisciplinary perspective, combining fields such as machine learning,artificial intelligence, engineering, design, and experimental psychology.Related questions and challenges include the design of systems that effectivelyexplore large instance spaces; evaluating automatic generation systems, notablyin creative domains; designing systems that foster creativity in humans;formalizing (aspects of) the notions of creativity and originality; designingproductive collaboration scenarios between humans and machines for creativetasks; and understanding the dynamics of creative collective systems.</p><p>This book series intends topublish monographs, textbooks and edited books with a strong technical content, andfocuses on approaches to computational synthesis that contribute not only tospecific problem areas, but more generally introduce new problems, new data, ornew well-defined challenges to computer science.&nbsp;</p>

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  • Book: 978-3-319-42714-0 (Book)

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    13 TRIPLES      13 PREDICATES      13 URIs      9 LITERALS

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    1 book-series:4b13963a9247762f891a2dcb32b0bc5d sg:category Computer Science
    2 sg:ddsId 15219
    3 sg:description <p>Creativity has become the mottoof the modern world: everyone, every institution, and every company is exhortedto create, to innovate, to think out of the box. This calls for the design of anew class of technology, aimed at assisting humans in tasks that are deemedcreative. </p><p>Developing a machine capable ofsynthesizing completely novel instances from a certain domain of interest is aformidable challenge for computer science, with potentially ground-breakingapplications in fields such as biotechnology, design, and art. Creativity andoriginality are major requirements, as is the ability to interact with humansin a virtuous loop of recommendation and feedback. The problem calls for aninterdisciplinary perspective, combining fields such as machine learning,artificial intelligence, engineering, design, and experimental psychology.Related questions and challenges include the design of systems that effectivelyexplore large instance spaces; evaluating automatic generation systems, notablyin creative domains; designing systems that foster creativity in humans;formalizing (aspects of) the notions of creativity and originality; designingproductive collaboration scenarios between humans and machines for creativetasks; and understanding the dynamics of creative collective systems.</p><p>This book series intends topublish monographs, textbooks and edited books with a strong technical content, andfocuses on approaches to computational synthesis that contribute not only tospecific problem areas, but more generally introduce new problems, new data, ornew well-defined challenges to computer science.&nbsp;</p>
    4 sg:issnElectronic 2509-6575
    5 sg:issnPrint 2509-6583
    6 sg:language En
    7 sg:license http://scigraph.springernature.com/explorer/license/
    8 sg:scigraphId 4b13963a9247762f891a2dcb32b0bc5d
    9 sg:shortTitle Computational Synthesis and Creative Systems
    10 sg:title Computational Synthesis and Creative Systems
    11 sg:webpage https://link.springer.com/15219
    12 rdf:type sg:BookSeries
    13 rdfs:label BookSeries: Computational Synthesis and Creative Systems
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