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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… Altro …

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Advanced Applications of Natural Language Processing for Performing Information Extraction - Mário Rodrigues; António Teixeira
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Advanced Applications of Natural Language Processing for Performing Information Extraction
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ISBN:

9783319155630

Informazioni dettagliate del libro - Advanced Applications of Natural Language Processing for Performing Information Extraction


EAN (ISBN-13): 9783319155630
Anno di pubblicazione: 5
Editore: Springer-Verlag GmbH

Libro nella banca dati dal 2015-05-15T14:23:54+02:00 (Zurich)
Pagina di dettaglio ultima modifica in 2023-12-08T21:41:50+01:00 (Zurich)
ISBN/EAN: 9783319155630

ISBN - Stili di scrittura alternativi:
978-3-319-15563-0
Stili di scrittura alternativi e concetti di ricerca simili:
Autore del libro : silva, teixeira, ferreira antonio, antónio rodrigues
Titolo del libro: information processing, natural language processing, performing

Dati dell'editore

Autore: Mário Rodrigues; António Teixeira
Titolo: SpringerBriefs in Speech Technology; Advanced Applications of Natural Language Processing for Performing Information Extraction
Editore: Springer; Springer International Publishing
75 Pagine
Anno di pubblicazione: 2015-05-06
Cham; CH
Lingua: Inglese
53,49 € (DE)
55,00 € (AT)
59,00 CHF (CH)
Available
VIII, 75 p. 20 illus., 9 illus. in color.

EA; E107; eBook; Nonbooks, PBS / Informatik, EDV/Informatik; Natürliche Sprachen und maschinelle Übersetzung; Verstehen; Automatic Translation; Comprehension of Textual Content; Human and Natural Language Input; Information Extraction; Interaction Between Computers and Human Language; Language Processing; Natural Language Processing; Natural Language Texts; C; Natural Language Processing (NLP); Computational Linguistics; Signal, Speech and Image Processing; Engineering; Computerlinguistik und Korpuslinguistik; Elektronik; Digitale Signalverarbeitung (DSP); BC

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

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


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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