ML Anthology

Concept Formation in Expressive Description Logics

Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
ECML-PKDD 2004 pp. 99-110
doi:10.1007/978-3-540-30115-8_12 /ecmlpkdd/2004/fanizzi2004ecml-concept/

Abstract

We investigate on the automated construction of terminologies from assertions in an expressive Description Logics representation like $\mathcal{ALC}$ . The overall unsupervised learning problem is decomposed into smaller supervised learning problems once clusters of disjoint concepts are detected. In turn, these problems are solved by means of refinement operators.

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Cite

Text

Fanizzi et al. "Concept Formation in Expressive Description Logics." European Conference on Machine Learning, 2004. doi:10.1007/978-3-540-30115-8_12

Markdown

[Fanizzi et al. "Concept Formation in Expressive Description Logics." European Conference on Machine Learning, 2004.](https://mlanthology.org/ecmlpkdd/2004/fanizzi2004ecml-concept/) doi:10.1007/978-3-540-30115-8_12

BibTeX

@inproceedings{fanizzi2004ecml-concept,
  title     = {{Concept Formation in Expressive Description Logics}},
  author    = {Fanizzi, Nicola and Iannone, Luigi and Palmisano, Ignazio and Semeraro, Giovanni},
  booktitle = {European Conference on Machine Learning},
  year      = {2004},
  pages     = {99-110},
  doi       = {10.1007/978-3-540-30115-8_12},
  url       = {https://mlanthology.org/ecmlpkdd/2004/fanizzi2004ecml-concept/}
}