New Trends of Research in Ontologies and Lexical Resources : Ideas, Projects, Systems / edited by Alessandro Oltramari, Piek Vossen, Lu Qin, Eduard Hovy.

Format:

Book

Contributor:

Oltramari, Alessandro, editor.

Vossen, Piek, editor.

Qin, Lu (Linguist), editor.

Hovy, Eduard, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Theory and applications of natural language processing 2192-032X

Theory and Applications of Natural Language Processing, 2192-032X

Language:

English

Subjects (All):

Data mining.

Applied mathematics.

Engineering mathematics.

Computational linguistics.

Ontology.

User interfaces (Computer systems).

Data Mining and Knowledge Discovery.

Applications of Mathematics.

Computational Linguistics.

User Interfaces and Human Computer Interaction.

Local Subjects:

Data Mining and Knowledge Discovery.

Applications of Mathematics.

Computational Linguistics.

Ontology.

User Interfaces and Human Computer Interaction.

Physical Description:

1 online resource (XV, 282 pages) : 53 illustrations, 20 illustrations in color.

Edition:

First edition 2013.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.

System Details:

text file PDF

Summary:

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, et cetera). 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. .

Contents:

1.Introduction

A.Oltramari, L.Qin, P.Vossen, E.Hovy

Part I Achieving the Interoperability of Linguistic Resources in the Semantic Web

2.Towards Open Data for Linguistics: Linguistic Linked Data. C.Chiarcos, J.McCrae, P.Cimiano, and C.Fellbaum

3.Establishing Interoperability between Linguistic and Terminological Ontologies. W.Peters

4.On the Role of Senses in the Ontology-Lexicon. P.Cimiano, J.McCrae, P.Buitelaar, E.Montiel-Ponsoda

Part II Event Analysis from Text and Multimedia

5.KYOTO: a Knowledge-rich Approach to the Interoperable Mining of Events From Text. P.Vossen, E.Agirre, G.Rigau and A.Soroa

6.Anchoring Background Knowledge to Rich Multimedia Contexts in the KNOWLEDGESTORE. R. Cattoni, F. Corcoglioniti, C. Girardi, B. Magnini, L. Serafini, and R. Zanoli

7.Lexical Mediation for Ontology-based Annotation of Multimedia. M.Cataldi, R.Damiano, V.Lombardo and A.Pizzo

8.Knowledge in Action: Integrating Cognitive Architectures and Ontologies. A.Oltramari, C.Lebiere

Part III Enhancing NLP with Ontologies

9.Use of Ontology, Lexicon and Fact Repository for Reference Resolution in Ontological Semantics. M.McShane and S.Nirenburg

10.Ontology-based Semantic Interpretation via Grammar Constraints. S.Muresan

11.How Ontology Based Information Retrieval Systems may Benefit from Lexical Text Analysis. S.Ranwez, B.Duthil, M.F.Sy, J.Montmain, P.Augereau and V.Ranwez

Part IV Sentiment Analysis thorugh Lexicon and Ontologies

12.Detecting Implicit Emotion Expressions from Text Using Ontological Resources and Lexical Learning. A.Balahur, J.M. Hermida and H.Tanev

13.The Agile Cliché: Using Flexible Stereotypes as Building Blocks in the Construction of an Affective Lexicon. T.Veale.

Other Format:

Printed edition:

ISBN:

978-3-642-31782-8

9783642317828

Access Restriction:

Restricted for use by site license.