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
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Introduction
Data Gathering, Preparation and Enrichment
Identifying things, relations, and semantizing data
Extracting Relevant Information Using a Given Semantic
Application Examples
Conclusion.

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