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Computational Creativity

2019-07-25 Computers
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Release : 2019-07-25
Genre : Computers
Kind : eBook
Book Rating : 104/5 ( reviews)

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Book Synopsis Computational Creativity by : Tony Veale

Download or read book Computational Creativity written by Tony Veale. This book was released on 2019-07-25. Available in PDF, EPUB and Kindle. Book excerpt: Computational creativity is an emerging field of research within AI that focuses on the capacity of machines to both generate and evaluate novel outputs that would, if produced by a human, be considered creative. This book is intended to be a canonical text for this new discipline, through which researchers and students can absorb the philosophy of the field and learn its methods. After a comprehensive introduction to the idea of systematizing creativity the contributions address topics such as autonomous intentionality, conceptual blending, literature mining, computational design, models of novelty, evaluating progress in related research, computer-supported human creativity and human-supported computer creativity, common-sense knowledge, and models of social creativity. Products of this research will have real consequences for the worlds of entertainment, culture, science, education, design, and art, in addition to artificial intelligence, and the book will be of value to practitioners and students in all these domains.

Computational Creativity Research: Towards Creative Machines

2014-12-04 Computers
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Release : 2014-12-04
Genre : Computers
Kind : eBook
Book Rating : 851/5 ( reviews)

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Book Synopsis Computational Creativity Research: Towards Creative Machines by : Tarek R. Besold

Download or read book Computational Creativity Research: Towards Creative Machines written by Tarek R. Besold. This book was released on 2014-12-04. Available in PDF, EPUB and Kindle. Book excerpt: Computational Creativity, Concept Invention, and General Intelligence in their own right all are flourishing research disciplines producing surprising and captivating results that continuously influence and change our view on where the limits of intelligent machines lie, each day pushing the boundaries a bit further. By 2014, all three fields also have left their marks on everyday life – machine-composed music has been performed in concert halls, automated theorem provers are accepted tools in enterprises’ R&D departments, and cognitive architectures are being integrated in pilot assistance systems for next generation airplanes. Still, although the corresponding aims and goals are clearly similar (as are the common methods and approaches), the developments in each of these areas have happened mostly individually within the respective community and without closer relationships to the goings-on in the other two disciplines. In order to overcome this gap and to provide a common platform for interaction and exchange between the different directions, the International Workshops on “Computational Creativity, Concept Invention, and General Intelligence” (C3GI) have been started. At ECAI-2012 and IJCAI-2013, the first and second edition of C3GI each gathered researchers from all three fields, presenting recent developments and results from their research and in dialogue and joint debates bridging the disciplinary boundaries. The chapters contained in this book are based on expanded versions of accepted contributions to the workshops and additional selected contributions by renowned researchers in the relevant fields. Individually, they give an account of the state-of-the-art in their respective area, discussing both, theoretical approaches as well as implemented systems. When taken together and looked at from an integrative perspective, the book in its totality offers a starting point for a (re)integration of Computational Creativity, Concept Invention, and General Intelligence, making visible common lines of work and theoretical underpinnings, and pointing at chances and opportunities arising from the interplay of the three fields.

Beyond the Creative Species

2021-02-23 Computers
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Release : 2021-02-23
Genre : Computers
Kind : eBook
Book Rating : 01X/5 ( reviews)

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Book Synopsis Beyond the Creative Species by : Oliver Bown

Download or read book Beyond the Creative Species written by Oliver Bown. This book was released on 2021-02-23. Available in PDF, EPUB and Kindle. Book excerpt: A multidisciplinary introduction to the field of computational creativity, analyzing the impact of advanced generative technologies on art and music. As algorithms get smarter, what role will computers play in the creation of music, art, and other cultural artifacts? Will they be able to create such things from the ground up, and will such creations be meaningful? In Beyond the Creative Species, Oliver Bown offers a multidisciplinary examination of computational creativity, analyzing the impact of advanced generative technologies on art and music. Drawing on a wide range of disciplines, including artificial intelligence and machine learning, design, social theory, the psychology of creativity, and creative practice research, Bown argues that to understand computational creativity, we must not only consider what computationally creative algorithms actually do, but also examine creative artistic activity itself.

Artificial Intelligence and the Arts

2021-10-13 Computers
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Release : 2021-10-13
Genre : Computers
Kind : eBook
Book Rating : 750/5 ( reviews)

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Book Synopsis Artificial Intelligence and the Arts by : Penousal Machado

Download or read book Artificial Intelligence and the Arts written by Penousal Machado. This book was released on 2021-10-13. Available in PDF, EPUB and Kindle. Book excerpt: Emotions, creativity, aesthetics, artistic behavior, divergent thoughts, and curiosity are both fundamental to the human experience and instrumental in the development of human-centered artificial intelligence systems that can relate, communicate, and understand human motivations, desires, and needs. In this book the editors put forward two core propositions: creative artistic behavior is one of the key challenges of artificial intelligence research, and computer-assisted creativity and human-centered artificial intelligence systems are the driving forces for research in this area. The invited chapters examine computational creativity and more specifically systems that exhibit artistic behavior or can improve humans' creative and artistic abilities. The authors synthesize and reflect on current trends, identify core challenges and opportunities, and present novel contributions and applications in domains such as the visual arts, music, 3D environments, and games. The book will be valuable for researchers, creatives, and others engaged with the relationship between artificial intelligence and the arts.

Computer Models of Musical Creativity

2005 Computers
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Release : 2005
Genre : Computers
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Computer Models of Musical Creativity by : David Cope

Download or read book Computer Models of Musical Creativity written by David Cope. This book was released on 2005. Available in PDF, EPUB and Kindle. Book excerpt: "He then describes a model that integrates these different aspects - an inductive-association computational process that can create music. Cope's writing style is lively and nontechnical; the reader needs neither knowledge of computer programming nor specialized computer hardware or software to follow the text."--Jacket.

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