03090oam 22005412 450 991074139080332120221212100811.00-262-37474-90-262-37473-0(CKB)5580000000518394(MiAaPQ)EBC30397557(Au-PeEL)EBL30397557(OCoLC)1341210419(MiAaPQ)EBC29673072(Au-PeEL)EBL29673072(OCoLC-P)1341210419(MaCbMITP)14268(EXLCZ)99558000000051839420220628d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierComputational formalism art history and machine learning /Amanda Wasielewski1st ed.Cambridge, Massachusetts :The MIT Press,[2023]1 online resource (201 pages)Leonardo0-262-54564-0 Intro -- Contents -- Series Foreword -- Acknowledgments -- Introduction: Return to Form -- Machine Learning and Computer Vision -- The New Science Wars -- Digital Art History -- Objectivity and Cultural Studies -- Art History and Objectivity -- Computational Formalism -- Questions of Style -- 1. The Shape of Data -- Digitization and Dataset Creation -- The Semantic Gap -- Artificial ArtHistorian -- Image Selection -- Image Categorization -- Stylistic Determinism -- Style Unsupervised -- Stylistic Devices -- 2. Deep Connoisseurship -- Cat, Dog, or Virgin Mary? -- Value, Fame, and the Artist's Hand -- Opening the Black Box -- The Business of Authenticity -- Next-Level Forgeries and Fakes -- An Artificial Artist? -- Poor Images -- 3. Conclusion: Man, Machine, Metaphor -- The Rise of the Humanities Lab -- Foreign Metaphors as Interdisciplinary Tool -- Appendix: Classification by Artistic Style, Publications in Computer Science, 2005-2021, Including the Development and Utilization of Fine Art Datasets -- Notes -- Introduction -- Chapter 1 -- Chapter 2 -- Chapter 3 -- Appendix -- Index."Computational Formalism investigates examples of art historical analysis in the fields of computer and information sciences, and frames this research in the context of art historiography. The use of machine learning to analyze art images has ushered in a renewed interest in formalism in art history, but these new techniques create new critical challenges for the field"--Provided by publisher.Leonardo SeriesArtHistoriographyData processingArtExpertisingMethodologyART / History / GeneralCOMPUTERS / Artificial Intelligence / GeneralART / DigitalArtHistoriographyData processing.ArtExpertisingMethodology.702.85Wasielewski Amanda1218526OCoLC-POCoLC-PBOOK9910741390803321Computational formalism3555424UNINA