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The Artist in the Machine
An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans. Today's computers are composing music that sounds “more Bach than Bach,” turning photographs into paintings in the style of Van Gogh's Starry Night, and even writing screenplays. But are computers truly creative—or are they merely tools to be used by musicians, artists, and writers? In this book, Arthur I. Miller takes us on a tour of creativity in the age of machines. Miller, an authority on creativity, identifies the key factors essential to the creative process, from “the need for introspection” to “the ability to discover...
The Creative Process
The creative process refers to the sequence of thoughts and actions that are involved in the production of new work that is both original and valuable in its context. This book examines this process across the domains of visual art, writing, engineering, design and music. It characterizes each domain’s creative process based on evidence stemming from creators’ accounts of their own activity and a wide-range of observational material and theories specific to each field. Results from empirical research are then presented across a set of closely linked chapters, using a common set of methodologies that seek to trace the creative process as it unfolds. This highly interdisciplinary edited collection offers valuable insight into the creative process for scholars and practitioners in the fields of psychology, education, and creative studies, as well as for any other readers interested in the creative process. Todd Lubart brings together a group of authors who are themselves actively involved in their respective creative fields and invites readers to adopt a broad perspective on the creative process in order to unravel some of its mysteries.
Computers and Creativity
This interdisciplinary volume introduces new theories and ideas on creativity from the perspectives of science and art. Featuring contributions from leading researchers, theorists and artists working in artificial intelligence, generative art, creative computing, music composition, and cybernetics, the book examines the relationship between computation and creativity from both analytic and practical perspectives. Each contributor describes innovative new ways creativity can be understood through, and inspired by, computers. The book tackles critical philosophical questions and discusses the major issues raised by computational creativity, including: whether a computer can exhibit creativity ...
Deep Learning Techniques for Music Generation
This book is a survey and analysis of how deep learning can be used to generate musical content. The authors offer a comprehensive presentation of the foundations of deep learning techniques for music generation. They also develop a conceptual framework used to classify and analyze various types of architecture, encoding models, generation strategies, and ways to control the generation. The five dimensions of this framework are: objective (the kind of musical content to be generated, e.g., melody, accompaniment); representation (the musical elements to be considered and how to encode them, e.g., chord, silence, piano roll, one-hot encoding); architecture (the structure organizing neurons, th...
The Politics of Differentiation in Schools
In many English-speaking countries, teachers are encouraged to differentiate their classrooms, and in some cases, through various policy mechanisms. This encouragement is often accompanied by threats and sanctions for not making the grade. By exploring the ways in which one education system in Australia has mandated differentiation through an audit of teacher practices, this book provides a timely engagement with the relationship between differentiated classrooms and social justice. It covers tensions, for instance, between providing culturally-appropriate classrooms, including constructing engaging and relevant curricula, and lowering expectations for students who have traditionally been marginalised by schooling. The data for this book has been collected from the same group of teachers over a period of three years, and offers detailed insights into how a particular politics of differentiation has played itself out in the context of a ‘global reform movement’ that has focused on improving student outcomes.
Intelligent Technologies for Interactive Entertainment
This book constitutes the proceedings of the 4th International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN 11). The 20 full papers, 3 posters, 10 demos and 4 workshops presented were carefully selected from numerous submissions. The conference aims enhancing the understanding of recent and anticipated advances in interactive technologies, and their applications to entertainment, education, culture, and the arts. Interaction technologies are having relevant changes in the last years, and will influence the way users consume and interact with the media and applications, both locally and over the Internet. The explosion of natural, multimodal, and touch based interfaces, and their access to the general public, has made new interaction paradigms a reality.
Evolutionary and Biologically Inspired Music, Sound, Art and Design
This book constitutes the refereed proceedings of the Third International Conference on Biologically Inspired Music, Sound, Art and Design, Evo MUSART 2014, held in Granada, Spain, in April 2014, co-located with the Evo* 2013 events Euro GP, Evo COP, Evo BIO and Evo Applications. The 11 revised full papers presented were carefully reviewed and selected from 30 submissions. They cover a wide range of topics and application areas.
Music Learning with Massive Open Online Courses (MOOCs)
Massive Open Online Courses, known as MOOCs, have arisen as the logical consequence of marrying long-distance education with the web and social media. MOOCs were confidently predicted by advanced thinkers decades ago. They are undoubtedly here to stay, and provide a valuable resource for learners and teachers alike. This book focuses on music as a domain of knowledge, and has three objectives: to introduce the phenomenon of MOOCs; to present ongoing research into making MOOCs more effective and better adapted to the needs of teachers and learners; and finally to present the first steps towards 'social MOOCs’, which support the creation of learning communities in which interactions between ...
Knowledge, Information and Creativity Support Systems
This volume consists of a number of selected papers that were presented at the 9th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2014) in Limassol, Cyprus, after they were substantially revised and extended. The 26 regular papers and 19 short papers included in this proceedings cover all aspects of knowledge management, knowledge engineering, intelligent information systems, and creativity in an information technology context, including computational creativity and its cognitive and collaborative aspects.
Transnationalism, Education and Empowerment
Transnationalism, Education and Empowerment challenges the prevailing notion that transnationalism is concerned fundamentally with the process of enhanced global population movement that has been allied with modern globalisation. Instead, it argues that transnationalism is a state of mind, disassociated from the notion of ‘place,’ that can be observed equally in societies of the past. Drawing on the context of colonial Sri Lanka and the British Empire, the book discusses how education in the British Empire was the means by which some marginalised groups in colonised societies were able to activate their transnational dispositions. Far from being a universal oppressor of colonised people,...
