LEADER 02916oam 22005052 450 001 9910741390803321 005 20251203145015.0 010 $a0-262-37474-9 010 $a0-262-37473-0 035 $a(CKB)5580000000518394 035 $a(MiAaPQ)EBC30397557 035 $a(Au-PeEL)EBL30397557 035 $a(OCoLC)1341210419 035 $a(MiAaPQ)EBC29673072 035 $a(Au-PeEL)EBL29673072 035 $a(OCoLC-P)1341210419 035 $a(MaCbMITP)14268 035 $a(EXLCZ)995580000000518394 100 $a20220628d2023 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational formalism $eart history and machine learning /$fAmanda Wasielewski 205 $a1st ed. 210 1$aCambridge, Massachusetts :$cThe MIT Press,$d[2023] 215 $a1 online resource (xii, 188 pages) $cillustrations 225 0 $aLeonardo 311 08$a0-262-54564-0 327 $aIntro -- 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 -- Appendix -- Index. 330 $a"Computational Formalism investigates examples of art historical analysis in the fields of computer and information sciences, and frames this research in the context of art historiography. The use of machine learning to analyze art images has ushered in a renewed interest in formalism in art history, but these new techniques create new critical challenges for the field"--$cProvided by publisher. 410 0$aLeonardo book series 606 $aArt$xHistoriography$xData processing 606 $aArt$xExpertising$xMethodology 615 0$aArt$xHistoriography$xData processing. 615 0$aArt$xExpertising$xMethodology. 676 $a702.85 700 $aWasielewski$b Amanda$01218526 801 0$bOCoLC-P 801 1$bOCoLC-P 906 $aBOOK 912 $a9910741390803321 996 $aComputational formalism$93555424 997 $aUNINA