Data Analytics in Digital Humanities (Multimedia Systems and Applications)
暫譯: 數位人文中的數據分析(多媒體系統與應用)

  • 出版商: Springer
  • 出版日期: 2018-07-28
  • 售價: $4,990
  • 貴賓價: 9.5$4,741
  • 語言: 英文
  • 頁數: 295
  • 裝訂: Paperback
  • ISBN: 3319854089
  • ISBN-13: 9783319854083
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book covers computationally innovative methods and technologies including data collection and elicitation, data processing, data analysis, data visualizations, and data presentation. It explores how digital humanists have harnessed the hypersociality and social technologies, benefited from the open-source sharing not only of data but of code, and made technological capabilities a critical part of humanities work. 
Chapters are written by researchers from around the world, bringing perspectives from diverse fields and subject areas. The respective authors describe their work, their research, and their learning. Topics include semantic web for cultural heritage valorization, machine learning for parody detection by classification, psychological text analysis, crowdsourcing imagery coding in natural disasters, and creating inheritable digital codebooks.
Designed for researchers and academics, this book is suitable for those interested in methodologies and analytics that can be applied in literature, history, philosophy, linguistics, and related disciplines. Professionals such as librarians, archivists, and historians will also find the content informative and instructive.  


商品描述(中文翻譯)

本書涵蓋了計算創新方法和技術,包括數據收集與引導、數據處理、數據分析、數據視覺化和數據呈現。它探討了數位人文學者如何利用超社交性和社交技術,從開源共享中受益,不僅是數據的共享,還包括代碼的共享,並使技術能力成為人文學科工作的重要部分。

各章節由來自世界各地的研究者撰寫,帶來來自不同領域和主題的觀點。各位作者描述了他們的工作、研究和學習。主題包括文化遺產價值化的語義網、用於分類的機器學習以檢測模仿、心理文本分析、在自然災害中進行的眾包影像編碼,以及創建可繼承的數位代碼書。

本書專為研究人員和學者設計,適合對可以應用於文學、歷史、哲學、語言學及相關學科的方法論和分析感興趣的人士。圖書館員、檔案管理員和歷史學家等專業人士也會發現內容具有資訊性和指導性。