Modeling Creativity and Knowledge-Based Creative Design PDF Download
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Author: John S. Gero
Publisher: Psychology Press
ISBN: 1134771339
Category : Psychology
Languages : en
Pages : 366
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Book Description
Over the last decade research into design processes utilizing ideas and models drawn from artificial intelligence has resulted in a better understanding of design -- particularly routine design -- as a process. Indeed, most of the current research activity directly or indirectly deals only with routine design. Not surprisingly, many practicing designers state that the level of understanding represented by these models is only of mild interest because they fail to embody any ideas about creativity. This volume provides a set of chapters in the areas of modeling creativity and knowledge-based creative design that examines the potential role and form of computer-aided design which supports creativity. It aims to define the state-of-the-art of computational creativity in design as well as to identify research directions. Published at a time when the field of computational creativity in design is still immature, it should influence the directions of growth and assist the field in reaching maturity.
Author: John S. Gero
Publisher: Psychology Press
ISBN: 1134771339
Category : Psychology
Languages : en
Pages : 366
Get Book Here
Book Description
Over the last decade research into design processes utilizing ideas and models drawn from artificial intelligence has resulted in a better understanding of design -- particularly routine design -- as a process. Indeed, most of the current research activity directly or indirectly deals only with routine design. Not surprisingly, many practicing designers state that the level of understanding represented by these models is only of mild interest because they fail to embody any ideas about creativity. This volume provides a set of chapters in the areas of modeling creativity and knowledge-based creative design that examines the potential role and form of computer-aided design which supports creativity. It aims to define the state-of-the-art of computational creativity in design as well as to identify research directions. Published at a time when the field of computational creativity in design is still immature, it should influence the directions of growth and assist the field in reaching maturity.
Author: Tom De Smedt
Publisher: University Press Antwerp
ISBN: 9057182602
Category : Computers
Languages : en
Pages : 168
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Book Description
Modeling Creativity (doctoral thesis, 2013) explores how creativity can be represented using computational approaches. Our aim is to construct computer models that exhibit creativity in an artistic context, that is, that are capable of generating or evaluating an artwork (visual or linguistic), an interesting new idea, a subjective opinion. The research was conducted in 2008–2012 at the Computational Linguistics Research Group of the University of Antwerp. Modeling Creativity examines creativity in a number of different perspectives: from its origins in nature, which is essentially blind, to humans and machines, and from generating creative ideas to evaluating and learning their novelty and usefulness. We will use a hands-on approach with case studies and examples in the Python programming language.
Author: Mihaly Csikszentmihalyi
Publisher: Springer
ISBN: 940179085X
Category : Psychology
Languages : en
Pages : 334
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Book Description
This first volume of the Collected Works of Mihaly Csikszentmihalyi represents his work on Art and Creativity. Starting with his seminal 1964 study on creativity up to his 2010 publication in Newsweek, the volume spans over four decades of research and writing and clearly shows Csikszentmihalyi’s own development as an academic, psychologist, researcher and person. Unconventional and unorthodox in his approach, Csikszentmihalyi chose the topic of creativity as a field of study believing it would help him be a better psychologist and advance his understanding of how to live a better life. The chapters in this volume trace the history of the study of creativity back to the days of Guilford and research on IQ and Jacob Getzels’ work on creativity and intelligence. Firmly grounded in that history, yet extending it in new directions, Mihaly Csikszentmihalyi started his life-long study on artistic creativity. His first extensive study at the School of the Art Institute of Chicago enabled him to observe, test and interview fine art students drawing in a studio. The study formed the very basis of all his work on the subject and has resulted in several articles, represented in this volume, on such creativity-related concepts as problem solving versus problem finding, the personality of the artist, the influence of the social context, creativity as a social construction, developmental issues and flow. The main contribution to the topic of creativity and also the main concept explored in this volume, is the Systems Model of Creativity. Seven chapters in this volume discuss the development of this conceptual model and theory.
Author: Keith Sawyer
Publisher: John Wiley & Sons
ISBN: 1118539117
Category : Self-Help
Languages : en
Pages : 292
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Book Description
A science-backed method to maximize creative potential in any sphere of life With the prevalence of computer technology and outsourcing, new jobs and fulfilling lives will rely heavily on creativity and innovation. Keith Sawyer draws from his expansive research of the creative journey, exceptional creators, creative abilities, and world-changing innovations to create an accessible, eight-step program to increasing anyone's creative potential. Sawyer reveals the surprising secrets of highly creative people (such as learning to ask better questions when faced with a problem), demonstrates how to come up with better ideas, and explains how to carry those ideas to fruition most effectively. This science-backed, step-by step method can maximize our creative potential in any sphere of life. Offers a proven method for developing new ideas and creative problem-solving no matter what your profession Includes an eight-step method, 30 practices, and more than 100 techniques that can be launched at any point in a creative journey Psychologist, jazz pianist, and author Keith Sawyer studied with world-famous creativity expert Mihaly Csikszentmihalyi Sawyer's book offers a wealth of easy to apply strategies and ideas for anyone who wants to tap into their creative power.
Author: David Cope
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 486
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Book Description
"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.
Author: Chiu-Shui Chan
Publisher: Springer
ISBN: 3319140175
Category : Technology & Engineering
Languages : en
Pages : 336
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Book Description
This book looks at causative reasons behind creative acts and stylistic expressions. It explores how creativity is initiated by design cognition and explains relationships between style and creativity. The book establishes a new cognitive theory of style and creativity in design and provides designers with insights into their own cognitive processes and styles of thinking, supporting a better understanding of the qualities present in their own design. An explanation of the nature of design cognition begins this work, with a look at how design knowledge is formulated, developed, structured and utilized, and how this utilization triggers style and creativity. The author goes on to review historical studies of style, considering a series of psychological experiments relating to the operational definition, degree, measurement, and creation of style. The work conceptually summarizes the recognition of individual style in products, as well as the creation of such styles as a process before reviewing studies on creativity from various disciplines, presenting case studies and reviewing works by master architects. Readers will discover how creativity is initiated by design cognition. A summary of the correlations between creativity and style, expressed as a conceptual formula describing the cognitive phenomenon of style and creativity concludes the work. The ideas presented here are applicable to all design fields, allowing designers to comprehend and improve their design processes to produce creative, stylistically unique products.
Author: Mark A. Runco
Publisher: Elsevier
ISBN: 0122270762
Category : Creation (Literary, artistic, etc.)
Languages : en
Pages : 873
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Book Description
This encyclopaedia provides specific information and guidance for everyone who is searching for a greater understanding the text includes theories of creativity, techniques for enhancing creativity and individuals who have contributed to creativity.
Author: Todd Kettler
Publisher: Routledge
ISBN: 1000491587
Category : Education
Languages : en
Pages : 271
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Book Description
Developing Creativity in the Classroom applies the most current theory and research on creativity to support the design of teaching and learning. Creative thinking and problem solving are at the heart of learning and application as students prepare for innovation-driven careers. This text debunks myths about creativity and teaching and, instead, illustrates productive conceptions of creative thinking and innovation, including a constructivist learning approach in which creative thinking enhances and strengthens conceptual understanding of the curriculum. Through models of teaching that support creativity and problem solving, this book extends the idea of a creative pedagogy to the four core curriculum domains. Developing Creativity in the Classroom focuses on explanations and examples of how creative thinking and deep learning merge to support engaging learning environments, rising to the challenge of developing 21st-century competencies.
Author: Tony Veale
Publisher: Springer
ISBN: 3319436104
Category : Computers
Languages : en
Pages : 398
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Book Description
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.
Author: Alexander Brem
Publisher: World Scientific
ISBN: 1786342022
Category : Business & Economics
Languages : en
Pages : 299
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Book Description
The effective management of innovation is integral to the development of any business. This book provides a collection of articles dealing with creativity in the context of innovation management from an interdisciplinary perspective of business, psychology and engineering. It takes papers from a Special Issue in the International Journal of Innovation and Management, published by World Scientific in 2016, and combines them with original articles written by some of the top academic minds in business and management. It covers topics such as creativity in innovation from a leadership perspective, creativity reduction in avoidance- and approach-oriented persons, creativity techniques and innovation, and the interplay between cognitive and organisational processes.The Role of Creativity in the Management of Innovation gives MBA graduate and undergraduate students, professors and business managers a comprehensive overview of current thinking in the field of business.
