Cultural Data Science: An Introduction to R (Quantitative Methods in the Humanities and Social Sciences) - Hardcover

Klinke, Harald

Hardcover

ISBN 10: 303188129X ISBN 13: 9783031881299

Verlag: Springer-Verlag GmbH, 2025

Inhaltsangabe

This book addresses growing demand in the visual humanities for foundational knowledge in data analysis, image processing, and artificial intelligence. Intended for readers without prior technical knowledge, its eighteen chapters introduce key concepts in data science through examples from art history, visual computing, and cloud technologies. For advanced readers, it explores how digital methods enhance our understanding of our cultural past. Focusing on image-based humanities research, the book demonstrates practical applications using open source software such as R, RStudio, and ImageMagick, along with       open data sets from institutions like the MoMA, the Met, and the Rijksmuseum.

Ideal for students, researchers, and professionals in art history, digital humanities, and museum studies, this book bridges the gap between technology and the humanities, making complex digital methods accessible to a broad audience.

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Über die Autorin bzw. den Autor

Dr. Harald Klinke, M.Sc., leads the Big Data Analysis business unit in a German federal authority and serves as a private lecturer at Ludwig-Maximilians-University Munich (LMU). As the founder and editor-in-chief of the International Journal for Digital Art History, he plays a key role in shaping discourse and research in the field, integrating data science with visual culture. His expertise spans art history, digital humanities, and artificial intelligence, with a focus on computational approaches to cultural heritage. Through courses, workshops, and summer schools, Dr. Klinke equips scholars and professionals with the tools to apply digital methods in research and practice. Beyond academia, he has advised institutions on leveraging technology for cultural analysis, fostering innovation at the intersection of AI, data, and the arts.

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This book addresses growing demand in the visual humanities for foundational knowledge in data analysis, image processing, and artificial intelligence. Intended for readers without prior technical knowledge, its eighteen chapters introduce key concepts in data science through examples from art history, visual computing, and cloud technologies. For advanced readers, it explores how digital methods enhance our understanding of our cultural past. Focusing on image-based humanities research, the book demonstrates practical applications using open source software such as R, RStudio, and ImageMagick, along with  open data sets from institutions like the MoMA, the Met, and the Rijksmuseum.

Ideal for students, researchers, and professionals in art history, digital humanities, and museum studies, this book bridges the gap between technology and the humanities, making complex digital methods accessible to a broad audience.

Details zur Ausgabe

• Verlag: Springer-Verlag GmbH
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 303188129X
• ISBN 13: 9783031881299
• Einband: Tapa dura
• Anzahl der Seiten: 176
• Kontakt zum Hersteller: ROXIO; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; 22391; Deutschland