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Data Analytics in Digital Humanities

Multimedia Systems and Applications

Edited by Shalin Hai-Jew
Format: Paperback / softback
Publisher: Springer International Publishing AG, Cham, Switzerland
Published: 28th Jul 2018
Dimensions: w 156mm h 234mm d 17mm
Weight: 451g
ISBN-10: 3319854089
ISBN-13: 9783319854083
Barcode No: 9783319854083
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Synopsis
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.

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