Cultural Data Science: An Introduction to R
暫譯: 文化數據科學：R 語言入門

Klinke, Harald

Cultural Data Science: An Introduction to R
  • 出版商: Springer
  • 出版日期: 2025-05-17
  • 售價: $3,410
  • 貴賓價: 9.5 折 $3,240
  • 語言: 英文
  • 頁數: 161
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 303188129X
  • ISBN-13: 9783031881299
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

本書針對視覺人文學科中對數據分析、影像處理和人工智慧的基礎知識日益增長的需求。書中共十八章，旨在為沒有技術背景的讀者介紹數據科學的關鍵概念，並通過藝術史、視覺計算和雲技術的範例進行說明。對於進階讀者，本書探討數位方法如何增進我們對文化過去的理解。專注於基於影像的人文研究，本書展示了使用開源軟體如 R、RStudio 和 ImageMagick 的實際應用，並利用來自 MoMA、Met 和 Rijksmuseum 等機構的開放數據集。

本書非常適合藝術史、數位人文學科和博物館研究的學生、研究人員和專業人士，架起了技術與人文之間的橋樑，使複雜的數位方法對廣泛的讀者群體變得可及。

作者簡介

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.

作者簡介(中文翻譯)

哈拉德·克林克博士（Dr. Harald Klinke, M.Sc.）在德國一個聯邦機構領導大數據分析業務單位，並擔任慕尼黑路德維希-馬克西米利安大學（Ludwig-Maximilians-University Munich, LMU）的私人講師。作為《國際數位藝術史期刊》（International Journal for Digital Art History）的創辦人和主編，他在塑造該領域的討論和研究方面扮演著關鍵角色，將數據科學與視覺文化相結合。他的專業領域涵蓋藝術史、數位人文學和人工智慧，專注於文化遺產的計算方法。透過課程、工作坊和暑期學校，克林克博士為學者和專業人士提供應用數位方法於研究和實踐的工具。在學術界之外，他還為機構提供建議，幫助其利用技術進行文化分析，促進人工智慧、數據與藝術交匯處的創新。

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