| Description |
1 online resource (viii, 75 pages) : illustrations (some color) |
| Series |
SpringerBriefs in electrical and computer engineering. Speech technology |
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SpringerBriefs in speech technology |
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SpringerBriefs in electrical and computer engineering. Speech technology.
|
| Contents |
Introduction -- Data gathering, preparation and enrichment -- Identifying things, relations, and semantizing data -- Extracting relevant information using a given semantic -- Application examples -- Conclusion |
| 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"--Provided by publisher |
| Analysis |
computerwetenschappen |
|
computer sciences |
|
taal |
|
language |
|
computertechnieken |
|
computer techniques |
|
taalwetenschappen |
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linguistics |
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beeldverwerking |
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image processing |
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spraak |
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speech |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Natural language processing (Computer science)
|
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Computational linguistics.
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Imaging systems & technology.
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Natural language & machine translation.
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COMPUTERS -- Natural Language Processing.
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Natural language processing (Computer science)
|
| Form |
Electronic book
|
| Author |
Teixeira, António, 1968- author.
|
| ISBN |
9783319155630 |
|
3319155636 |
|
