ENGLISH

Computational Creativity: The Philosophy and Engineering of Autonomously Creative Systems

By Tony Veale; Amílcar Cardoso

Book information

Publisher
Springer
Year
2019
ISBN
978-3319436081
Language
english
Format
PDF
Filesize
26 MB (27509227 bytes)
Series
Computational Synthesis and Creative Systems
Pages
403\403
Time added
2019-08-11 13:02:01

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. Front Matter ....Pages i-xi Systematizing Creativity: A Computational View (Tony Veale, F. Amílcar Cardoso, Rafael Pérez y Pérez)....Pages 1-19 A Framework for Description, Analysis and Comparison of Creative Systems (Geraint A. Wiggins)....Pages 21-47 Autonomous Intentionality in Computationally Creative Systems (Dan Ventura)....Pages 49-69 From Conceptual Mash-ups to Badass Blends: A Robust Computational Model of Conceptual Blending (Tony Veale)....Pages 71-89 The Nuts and Bolts of Conceptual Blending: Multidomain Concept Creation with Divago (Pedro Martins, Francisco C. Pereira, F. Amílcar Cardoso)....Pages 91-119 Bisociative Knowledge Discovery for Cross-domain Literature Mining (Nada Lavrač, Matjaž Juršič, Borut Sluban, Matic Perovšek, Senja Pollak, Tanja Urbančič et al.)....Pages 121-139 Computational Design, Analogy, and Creativity (Ashok Goel)....Pages 141-158 The Evaluation of Creative Systems (Graeme Ritchie)....Pages 159-194 Expectation-Based Models of Novelty for Evaluating Computational Creativity (Kazjon Grace, Mary Lou Maher)....Pages 195-209 Evaluating Evaluation: Assessing Progress and Practices in Computational Creativity Research (Anna Jordanous)....Pages 211-236 Computer-Supported Human Creativity and Human-Supported Computer Creativity in Language (Lorenzo Gatti, Gözde Özbal, Marco Guerini, Oliviero Stock, Carlo Strapparava)....Pages 237-254 Representing Social Common-Sense Knowledge in MEXICA (Rafael Pérez y Pérez)....Pages 255-274 Exploring Quantitative Evaluations of the Creativity of Automatic Poets (Pablo Gervás)....Pages 275-304 Multi-agent-based Models of Social Creativity (Rob Saunders)....Pages 305-326 Creative Systems: A Biological Perspective (Jon McCormack)....Pages 327-352 Breaking the Mould An Evolutionary Quest for Innovation Through Style Change (Joßo Correia, Penousal Machado, Juan Romero, Pedro Martins, F. Amílcar Cardoso)....Pages 353-398

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