Natural Language Processing for the Semantic Web

Language: English

Published by Springer, Palgrave Macmillan Dez 2016, 2016

3031794737 / 9783031794735

Series: Book 5 of 8 - Synthesis Lectures on the Semantic Web: Theory and Technology

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Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way, as a series of building blocks that lead the user to understand key technologies, why they are required, and how to integrate them into Semantic Web applications. Natural language processing and Semantic Web technologies have different, but complementary roles in data management. Combining these two technologies enables structured and unstructured data to merge seamlessly. Semantic Web technologies aim to convert unstructured data to meaningful representations, which benefit enormously from the use of NLP technologies, thereby enabling applications such as connecting text to Linked Open Data, connecting texts to each other, semantic searching, information visualization, and modeling of user behavior in online networks.The first half of this book describes the basic NLP processing tools: tokenization, part-of-speech tagging, and morphological analysis, in addition to the main tools required for an information extraction system (named entity recognition and relation extraction) which build on these components. The second half of the book explains how Semantic Web and NLP technologies can enhance each other, for example via semantic annotation, ontology linking, and population. These chapters also discuss sentiment analysis, a key component in making sense of textual data, and the difficulties of performing NLP on social media, as well as some proposed solutions. The book finishes by investigating some applications of these tools, focusing on semantic search and visualization, modeling user behavior, and an outlook on the future.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 196 pp. Englisch. …

Seller Inventory # 9783031794735

Title
Natural Language Processing for the Semantic Web
Author
Diana Maynard
Publisher
Springer, Palgrave Macmillan Dez 2016
Publication year
2016
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031794737
ISBN 13
9783031794735
Item weight
377 grams
Dimensions
235x191x11 mm
Series
Book 5 of 8: Synthesis Lectures on the Semantic Web: Theory and Technology

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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