rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Data Analytics in Digital Humanities
  name:
    name part: Hai-Jew, Shalin.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XXII, 295 p. 37 illus., 23 illus. in color. online resource.
  abstract: 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. .
  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.
  note: edited by Shalin Hai-Jew.
  subject:
    topic: Computer science
  subject:
    topic: Computer communication systems
  subject:
    topic: Computers
  subject:
    topic: Artificial intelligence
  subject:
    topic: Application software
  subject:
    topic: Computer Science
  subject:
    topic: Information Systems and Communication Service
  subject:
    topic: Computer Appl. in Arts and Humanities
  subject:
    topic: Computer Communication Networks
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  classification: QA75.5-76.95
  classification: 005.7
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Multimedia Systems and Applications
  identifier: 9783319544991
  identifier: http://dx.doi.org/10.1007/978-3-319-54499-1
  record info:
    record creation date: 170504
    record change date: 20170504080530.0
    record identifier: 978-3-319-54499-1