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portada Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques
Type
Physical Book
Author
Publisher
Language
English
Pages
297
Format
Paperback
Dimensions
23.4 x 15.6 x 1.7 cm
Weight
0.45 kg.
ISBN13
9781447126218
Categories

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

Stefano Ferilli (Author) · Springer · Paperback

Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques - Ferilli, Stefano

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

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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