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020 _a9783030594756
_9978-3-030-59475-6
024 7 _a10.1007/978-3-030-59475-6
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aArtificial Intelligence and the Arts
_h[electronic resource] :
_bComputational Creativity, Artistic Behavior, and Tools for Creatives /
_cedited by Penousal Machado, Juan Romero, Gary Greenfield.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXIV, 381 p. 81 illus., 72 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aComputational Synthesis and Creative Systems,
_x2509-6583
505 0 _aPart I, Visual Arts -- Artificial Life and Artifcial Intelligence Advances in the Visual Arts -- Aesthetics, Artificial Intelligence, and Search-Based Art -- Applicability of Convolutional Neural Network Artistic Style Transfer Algorithms -- Part II, Music -- Artificial Musical Intelligence: Computational Creativity in a Closed Cognitive World -- Evolutionary Music, Deep Learning and Conceptual Blending: Enhancing User Involvement in Generative Music Systems -- Representation Learning for the Arts: A Case Study Using Variational Autoencoders for Drum Loops -- Part III, 3D -- Case Studies in Computer Graphics and AI -- Setting the Stage for 3D Compositing with Machine Learning -- Part IV, Other Art Forms -- Computational Models of Narrative Creativity -- Learning from Responses to Automated Videogame Design -- Artificial Intelligence for Designing Games -- Part V, Artistic Perspectives -- Bees Select Flowers, Humans Select Images: New Designs for Open-Ended Interactive Evolutionary Computation Inspiredby Pollination Ecology -- Breaking the Black Box: Procedural Reading, Creation of Meaning, and Closure in Computational Artworks -- Organism-Machine Hybrids.
520 _aEmotions, 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.
650 0 _aArtificial intelligence.
650 0 _aArt
_xStudy and teaching.
650 0 _aArts.
650 0 _aComputational intelligence.
650 0 _aDigital humanities.
650 1 4 _aArtificial Intelligence.
650 2 4 _aCreativity and Arts Education.
650 2 4 _aArts.
650 2 4 _aComputational Intelligence.
650 2 4 _aDigital Humanities.
700 1 _aMachado, Penousal.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aRomero, Juan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aGreenfield, Gary.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030594749
776 0 8 _iPrinted edition:
_z9783030594763
776 0 8 _iPrinted edition:
_z9783030594770
830 0 _aComputational Synthesis and Creative Systems,
_x2509-6583
856 4 0 _uhttps://doi.org/10.1007/978-3-030-59475-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c178193
_d178193