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: Automatic Digital Document Processing and Management
    sub title: Problems, Algorithms and Techniques
  name:
    name part: Ferilli, Stefano.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxk
    date issued: 2011
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XXVI, 297 p. online resource.
  abstract: Computer-readable documents have become ubiquitous in everyday life - from legacy documents that have been digitized, to new documents that have been created electronically. As the number of electronic documents continues to grow, so does the importance of digital methods for processing and managing these documents. This comprehensive text/reference provides a broad review of the issues involved in handling and processing digital documents. Examining the full range of a document's lifetime, the book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. A background knowledge of the area is not required, beyond familiarity with basic concepts of computer science and mathematics; deeper technical content is provided in discrete subsections that are not essential for an understanding of other parts of the book. Topics and features: With a Foreword by Professor George Nagy of Rensselaer Polytechnic Institute, New York, USA Provides a list of acronyms and a glossary of technical terms Contains appendices covering key concepts in machine learning, and providing a case study on building an intelligent system for digital document and library management Discusses issues of security, and legal aspects of digital documents Examines core issues of document image analysis, and image processing techniques of particular relevance to digitized documents Reviews the resources available for natural language processing, in addition to techniques of linguistic analysis for content handling Investigates methods for extracting and retrieving data/information from a document, including representation at a semantic level Undergraduate and graduate students will find the text a valuable general reference on the subject, and researchers will discover how their specific area of interest is interrelated with other disciplines involved in digital document processing. Th…
  table of contents: Part I: Digital Documents -- Documents -- Digital Formats -- Legal and Security Aspects -- Part II: Document Analysis -- Image Processing -- Document Image Analysis -- Part III: Content Processing -- Natural Language Processing -- Information Management.
  note: by Stefano Ferilli.
  subject:
    topic: Computer science
  subject:
    topic: Image processing
  subject:
    topic: Computer Science
  subject:
    topic: Image Processing and Computer Vision
  classification: TA1637-1638
  classification: TA1634
  classification: 006.6
  classification: 006.37
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Advances in Pattern Recognition
  identifier: 9780857291981
  identifier: http://dx.doi.org/10.1007/978-0-85729-198-1
  record info:
    record creation date: 110103
    record change date: 20151030071043.0
    record identifier: 978-0-85729-198-1