JOURNAL ARTICLE

Towards ontology-based natural language processing

Abstract

Conceptualising a domain has long been recognised as a prerequisite for understanding that domain and processing information about it. Ontologies are explicit specifications of conceptualisations which are now recognised as important components of information systems and information processing. In this paper, we describe a project in which ontologies are part of the reasoning process used for information management and for the presentation of information. Both accessing and presenting information are mediated via natural language and the ontologies are coupled with the lexicon used in the natural language component.

Keywords:
Computer science Ontology Lexicon Domain (mathematical analysis) Question answering Natural language Component (thermodynamics) Presentation (obstetrics) Natural language processing Process (computing) Information retrieval Artificial intelligence Programming language

Metrics

38
Cited By
2.32
FWCI (Field Weighted Citation Impact)
13
Refs
0.90
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Semantic Web and Ontologies
Physical Sciences →  Computer Science →  Artificial Intelligence
Service-Oriented Architecture and Web Services
Physical Sciences →  Computer Science →  Information Systems
Biomedical Text Mining and Ontologies
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
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