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Advanced Applications of Natural Language Processing for Performing Information Extraction: SpringerBriefs in Speech Technology

Autor Mário Rodrigues, António Teixeira
en Limba Engleză Paperback – 27 mai 2015
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
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Specificații

ISBN-13: 9783319155623
ISBN-10: 3319155628
Pagini: 90
Ilustrații: VIII, 75 p. 20 illus., 9 illus. in color.
Dimensiuni: 155 x 235 x 10 mm
Greutate: 0.13 kg
Ediția:2015
Editura: Springer International Publishing
Colecția Springer
Seria SpringerBriefs in Speech Technology

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

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

Caracteristici

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