Concept Invention

Foundations, Implementation, Social Aspects and Applications

Roberto Confalonieri, Alison Pease, Marco Schorlemmer, Tarek R. Besold, Oliver Kutz, Ewen Maclean, Maximos Kaliakatsos-Papakostas (Herausgeber)

Buch | Softcover

XX, 294 Seiten

2019
Springer International Publishing (Verlag)
9783030097431 (ISBN)

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This book introduces a computationally feasible, cognitively inspired formal model of concept invention, drawing on Fauconnier and Turner's theory of conceptual blending, a fundamental cognitive operation. The chapters present the mathematical and computational foundations of concept invention, discuss cognitive and social aspects, and further describe concrete implementations and applications in the fields of musical and mathematical creativity.

Featuring contributions from leading researchers in formal systems, cognitive science, artificial intelligence, computational creativity, mathematical reasoning and cognitive musicology, the book will appeal to readers interested in how conceptual blending can be precisely characterized and implemented for the development of creative computational systems.

Social Aspects of Conceptual Blending.- Enabling Technologies for Concept Invention.- Complex Numbers, Blending Lists, and Experiments with Alumni.- Formal Conceptual Blending in Generation and Co-invention in Mathematics.- Chord Blending, and Jazz Mathematical Cross-blending.- Conceptual Blending in Melodic Harmonization.- Evaluating Creativity.- Discussion, Conclusion and Future Perspectives.

"The book is a well-researched multidisciplinary study that is useful for a wide audience interested in the practical aspects of concept invention and expansion and manipulation techniques. ... The work includes a good level of detail, a rich set of references, and pointers to the tools and systems prototyped and presented, making the reader capable of setting up several of the example projects presented. Each chapter is self-contained." (Ahmed Nagy, Computing Reviews, May 25, 2021)

Erscheinungsdatum	04.02.2019
Reihe/Serie	Computational Synthesis and Creative Systems
Zusatzinfo	XX, 294 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	486 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Analogical Reasoning • Computational Creativity • Concept invention • Conceptual Blending • mathematical reasoning • Music invention
ISBN-13	9783030097431 / 9783030097431
Zustand	Neuware