Learning ontologies from natural language texts
International Journal of Human-Computer Studies
Automatic acquisition of hyponyms from large text corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Ontology Learning and Population from Text: Algorithms, Evaluation and Applications
Ontology Learning and Population from Text: Algorithms, Evaluation and Applications
Learning non-taxonomic relationships from web documents for domain ontology construction
Data & Knowledge Engineering
Pattern-based automatic taxonomy learning from the Web
AI Communications
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Acquisition of OWL DL Axioms from Lexical Resources
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Supporting Lexical Ontology Learning by Relational Exploration
ICCS '07 Proceedings of the 15th international conference on Conceptual Structures: Knowledge Architectures for Smart Applications
Learning Expressive Ontologies
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
It's a contradiction---no, it's not: a case study using functional relations
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Domain Ontology Learning from the Web
Domain Ontology Learning from the Web
IEBeyondDoc '06 Proceedings of the Workshop on Information Extraction Beyond The Document
RelExt: a tool for relation extraction from text in ontology extension
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
A semantic role labelling-based framework for learning ontologies from Spanish documents
Expert Systems with Applications: An International Journal
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Given the proven usefulness of ontologies in many areas, the representation of logical axioms associated to ontological concepts and relations has become an important task in order to create an expressive representation of domain knowledge. Manual inclusion of logical axioms into an ontology can be a harsh, time consuming task. As a result, very few ontologies include axioms in their formal definition. From the ontology learning point of view, axiom learning is one of the less tackled and unexplored problems. In this paper we introduce a preliminary methodology to learn axioms associated to ontological relationships in an automatic and unsupervised way using the Web as corpus.