Data Analytics in Digital Humanities

• Corporate Author: SpringerLink (Online service)
• Other Authors: Hai-Jew, Shalin (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Multimedia Systems and Applications
• Subjects: Computer science.; Computer communication systems.; Computers.; Artificial intelligence.; Application software.; Computer Science.; Information Systems and Communication Service.; Computer Appl. in Arts and Humanities.; Computer Communication Networks.; Artificial Intelligence (incl. Robotics).

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...

Table of Contents:

• Semantic Web for Cultural Heritage Valorization
• Using the Formal Representations of Elementary Events to Set Up Computational Models of Full Narratives
• Parody Detection: An Annotation, Feature Construction, and Classification Approach to the Web of Parody
• Creating and Analyzing Literary Corpora
• Content and Sentiment Analysis on Online Social Networks (OSNs)
• The Role of Data in Evaluating the Effectiveness of Networked Learning: An Auto-Ethnographic Evaluation of Four Experiential Learning Projects
• Psychological Text Analysis in the Digital Humanities
• Parsing Related Tags Networks from Flickr to Explore Crowd-Sourced Keyword Associations
• A Case Study of Crowdsourcing Imagery Coding in Natural Disasters
• YouTube Comments as Metalanguage Data on Non-standard Languages: The Case of Trinidadian Creole English in Soca Music
• Creating Inheritable Digital Codebooks for Qualitative Research Data Analysis
• Is it Worth It? The Library and Information Science Degree in the Digital Humanities.