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Automatic Digital Document Processing and Management

Problems, Algorithms and Techniques

By: Stefano Ferilli

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Automatic Digital Document Processing and Management

Problems, Algorithms and Techniques

By: Stefano Ferilli

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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Page Count

313

Publisher

Springer Science & Business Media

Published Date

ISBN 10

085729198X

ISBN 13

9780857291981

Automatic Digital Document Processing and Management

Problems, Algorithms and Techniques

By: Stefano Ferilli

Write a review Read reviews Take a Quiz Solve Book Puzzle

Automatic Digital Document Processing and Management

Problems, Algorithms and Techniques

By: Stefano Ferilli

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

313

Publisher

Springer Science & Business Media

Published Date

ISBN 10

085729198X

ISBN 13

9780857291981