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New Trends of Research in Ontologies and Lexical Resources

Ideas, Projects, Systems

  • Book
  • © 2013

Overview

  • Focusing on new trends of research instead of state of the art
  • Based on an original top event in the field (OntoLex 2010 workshop at COLING 2010)
  • Explores sinergies with new application domains (Augmented Reality, Social Networking, "Internet of Things", etc.)
  • Includes supplementary material: sn.pub/extras

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Table of contents (13 chapters)

  1. Achieving the Interoperability of Linguistic Resources in the Semantic Web

  2. Event Analysis from Text and Multimedia

  3. Enhancing NLP with Ontologies

  4. Enhancing NLP with ontologies

  5. Sentiment Analysis Thorugh Lexicon and Ontologies

  6. Sentiment Analysis thorugh lexicon and ontologies

Keywords

About this book

In order to exchange knowledge, humans need to share a common lexicon of words as well as

to access the world models underlying that lexicon. What is a natural process for a human turns out to be an extremely hard task for a machine: computers can’t represent knowledge as effectively as humans do, which hampers, for example, meaning disambiguation and communication. Applied ontologies and NLP have been developed to face these challenges. Integrating ontologies with (possibly multilingual) lexical resources is an essential requirement to make human language understandable by machines, and also to enable interoperability and computability across information systems and, ultimately, in the Web.  

This book explores recent advances in the integration of ontologies and lexical resources, including questions such as building the required infrastructure (e.g., the Semantic Web) and different formalisms, methods and platforms for eliciting, analyzing and encoding knowledge contents (e.g., multimedia, emotions, events, etc.).  The contributors look towards next-generation technologies, shifting the focus from the state of the art to the future of Ontologies and Lexical Resources.  This work will be of interest to research scientists, graduate students, and professionals in the fields of knowledge engineering, computational linguistics, and semantic technologies. 

Reviews

From the reviews:

“This exquisite collection of really trendsetting research is captivating reading for any student, scholar, or engineer interested in the growing field of semantic technologies and the semantic web. … The book is recommended as mandatory reading for all serious NLP and semantic web students and experts.” (Mariana Damova, Computing Reviews, September, 2013)

Editors and Affiliations

  • Psychology Department, Carnegie Mellon University, Pittsburgh, USA

    Alessandro Oltramari

  • Faculty of Arts, Language, Cognition and, Vrije University Amsterdam, Amsterdam, Netherlands

    Piek Vossen

  • Department of Computing, Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR

    Lu Qin

  • Language Technologies Institute, Carnegie Mellon University, Marina Del Rey, USA

    Eduard Hovy

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