@inproceedings{iria-etal-2006-incremental,
title = "An Incremental Tri-Partite Approach To Ontology Learning",
author = "Iria, Jos{\'e} and
Brewster, Christopher and
Ciravegna, Fabio and
Wilks, Yorick",
editor = "Calzolari, Nicoletta and
Choukri, Khalid and
Gangemi, Aldo and
Maegaard, Bente and
Mariani, Joseph and
Odijk, Jan and
Tapias, Daniel",
booktitle = "Proceedings of the Fifth International Conference on Language Resources and Evaluation ({LREC}{'}06)",
month = may,
year = "2006",
address = "Genoa, Italy",
publisher = "European Language Resources Association (ELRA)",
url = "http://www.lrec-conf.org/proceedings/lrec2006/pdf/700_pdf.pdf",
abstract = "In this paper we present a new approach to ontology learning. Its basis lies in a dynamic and iterative view of knowledge acquisition for ontologies. The Abraxas approach is founded on three resources, a set of texts, a set of learning patterns and a set of ontological triples, each of which must remain in equilibrium. As events occur which disturb this equilibrium various actions are triggered to re- establish a balance between the resources. Such events include acquisition of a further text from external resources such as the Web or the addition of ontological triples to the ontology. We develop the concept of a knowledge gap between the coverage of an ontology and the corpus of texts as a measure triggering actions. We present an overview of the algorithm and its functionalities.",
}
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%0 Conference Proceedings
%T An Incremental Tri-Partite Approach To Ontology Learning
%A Iria, José
%A Brewster, Christopher
%A Ciravegna, Fabio
%A Wilks, Yorick
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Gangemi, Aldo
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Odijk, Jan
%Y Tapias, Daniel
%S Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06)
%D 2006
%8 May
%I European Language Resources Association (ELRA)
%C Genoa, Italy
%F iria-etal-2006-incremental
%X In this paper we present a new approach to ontology learning. Its basis lies in a dynamic and iterative view of knowledge acquisition for ontologies. The Abraxas approach is founded on three resources, a set of texts, a set of learning patterns and a set of ontological triples, each of which must remain in equilibrium. As events occur which disturb this equilibrium various actions are triggered to re- establish a balance between the resources. Such events include acquisition of a further text from external resources such as the Web or the addition of ontological triples to the ontology. We develop the concept of a knowledge gap between the coverage of an ontology and the corpus of texts as a measure triggering actions. We present an overview of the algorithm and its functionalities.
%U http://www.lrec-conf.org/proceedings/lrec2006/pdf/700_pdf.pdf
Markdown (Informal)
[An Incremental Tri-Partite Approach To Ontology Learning](http://www.lrec-conf.org/proceedings/lrec2006/pdf/700_pdf.pdf) (Iria et al., LREC 2006)
ACL
- José Iria, Christopher Brewster, Fabio Ciravegna, and Yorick Wilks. 2006. An Incremental Tri-Partite Approach To Ontology Learning. In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy. European Language Resources Association (ELRA).