Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites
@article{Navigli2004LearningDO,
title={Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites},
author={R. Navigli and P. Velardi},
journal={Computational Linguistics},
year={2004},
volume={30},
pages={151-179}
}We present a method and a tool, OntoLearn, aimed at the extraction of domain ontologies from Web sites, and more generally from documents shared among the members of virtual organizations. OntoLearn first extracts a domain terminology from available documents. Then, complex domain terms are semantically interpreted and arranged in a hierarchical fashion. Finally, a general-purpose ontology, WordNet, is trimmed and enriched with the detected domain concepts. The major novel aspect of this… CONTINUE READING
Topics from this paper
444 Citations
Ontology Engineering and Knowledge Extraction for Cross-Lingual Retrieval
- Computer Science
- RANLP
- 2009
- 5
- PDF
A semantic framework for extracting taxonomic relations from text corpus
- Computer Science
- Int. Arab J. Inf. Technol.
- 2020
- 2
- PDF
Learning non-taxonomic relationships from web documents for domain ontology construction
- Computer Science
- Data Knowl. Eng.
- 2008
- 170
- PDF
A semantic role labelling-based framework for learning ontologies from Spanish documents
- Computer Science
- Expert Syst. Appl.
- 2013
- 20
OntOAIr: a method to construct lightweight ontologies from document collections
- Computer Science
- 2008
- 6
Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help
- Computer Science
- 2009
- PDF
GRAONTO: A graph-based approach for automatic construction of domain ontology
- Computer Science
- Expert Syst. Appl.
- 2011
- 34
OntOAIr: A Method to Construct Lightweight Ontologies from Document Collections
- Computer Science
- 2008 Mexican International Conference on Computer Science
- 2008
- 4
References
SHOWING 1-10 OF 55 REFERENCES
Enriching very large ontologies using the WWW
- Computer Science
- ECAI Workshop on Ontology Learning
- 2000
- 370
- PDF
Learning domain ontologies for semantic Web service descriptions
- Computer Science
- J. Web Semant.
- 2005
- 121
Structural semantic interconnections: a knowledge-based approach to word sense disambiguation
- Computer Science, Medicine
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- 2005
- 359
- PDF
A symbolic approach to automatic multiword term structuring
- Computer Science
- Comput. Speech Lang.
- 2005
- 32
- PDF
Ontology Learning and Its Application to Automated Terminology Translation
- Computer Science
- IEEE Intell. Syst.
- 2003
- 375
- PDF
Identification of Relevant Terms to Support the Construction of Domain Ontologies
- Computer Science
- HTLKM@ACL
- 2001
- 90
- PDF