Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques
- Length: 334 pages
- Edition: 1st Edition.
- Language: English
- Publisher: Springer
- Publication Date: 2011-01-06
- ISBN-10: 0857291971
- ISBN-13: 9780857291974
- Sales Rank: #7748651 (See Top 100 Books)
This text reviews 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. 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.
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