Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques

  • Authors:
  • Stefano Ferilli

  • Affiliations:
  • -

  • Venue:
  • Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques
  • Year:
  • 2011

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Abstract

This text reviews the issues involved in handling and processing digital documents. Examining the full range of a documents lifetime, the book covers acquisition, representation, security, pre-processing, layout analysis, understanding, analysis of single components, information extraction, filing, indexing and retrieval. Features: 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.