Advanced applications of natural language processing for performing information extraction: [electronic resource] /: Mário Rodrigues, António Teixeira.

Rogues, Mário,; Teixeira, António,

doi:10.1007/978-3-319-15563-0

Advanced applications of natural language processing for performing information extraction [electronic resource] / Mário Rodrigues, António Teixeira.

Rogues, Mário, author.; Teixeira, António, 1968- author.

2015

QA76.9.N38

Available Online

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Title

Advanced applications of natural language processing for performing information extraction [electronic resource] / Mário Rodrigues, António Teixeira.

Author

Rogues, Mário, author.

ISBN

9783319155630 electronic book
3319155636 electronic book
9783319155623

DOI

https://doi.org/10.1007/978-3-319-15563-0

Published

Cham : Springer, 2015.

Language

English

Description

1 online resource (viii, 75 pages) : illustrations.

Item Number

10.1007/978-3-319-15563-0 doi

Call Number

QA76.9.N38

Dewey Decimal Classification

006.3/5

Summary

This book explains how can be created information extraction (IE) applications that are able to tap the vast amount of relevant information available in natural language sources: Internet pages, official documents such as laws and regulations, books and newspapers, and social web. Readers are introduced to the problem of IE and its current challenges and limitations, supported with examples. The book discusses the need to fill the gap between documents, data, and people, and provides a broad overview of the technology supporting IE. The authors present a generic architecture for developing systems that are able to learn how to extract relevant information from natural language documents, and illustrate how to implement working systems using state-of-the-art and freely available software tools. The book also discusses concrete applications illustrating IE uses. · Provides an overview of state-of-the-art technology in information extraction (IE), discussing achievements and limitations for the software developer and providing references for specialized literature in the area · Presents a comprehensive list of freely available, high quality software for several subtasks of IE and for several natural languages · Describes a generic architecture that can learn how to extract information for a given application domain.

Bibliography, etc. Note

Includes bibliographical references and index.

Access Note

Access limited to authorized users.

Source of Description

Online resource; title from PDF title page (SpringerLink, viewed May 14, 2015).

Added Author

Teixeira, António, 1968- author.

Series

SpringerBriefs in electrical and computer engineering.

Available in Other Form

Print version: 9783319155623