Towards measuring similarity in description logics

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by Alex Borgida, T. Walsh, H. Hirsh
Abstract:
We review several kinds of previously studied concept similarity measures, and then rephrase them in terms of a simple DL. We discuss the difficulties encountered in trying to generalize these formulations to more complex DLs, and settle on one based on probability/information theory as being the most principled.
Reference:
Towards measuring similarity in description logics (Alex Borgida, T. Walsh, H. Hirsh), In International Workshop on Description Logics (DL2005), volume 147, 2005.
Bibtex Entry:
@inproceedings{Borgida,
abstract = {We review several kinds of previously studied concept similarity measures, and then rephrase them in terms of a simple DL. We discuss the difficulties encountered in trying to generalize these formulations to more complex DLs, and settle on one based on probability/information theory as being the most principled.},
address = {Edinburgh, Scotland},
author = {Borgida, Alex and Walsh, T. and Hirsh, H.},
booktitle = {International Workshop on Description Logics (DL2005)},
keywords = {SML-LIB-BIBLIO,lang:ENG},
mendeley-tags = {SML-LIB-BIBLIO,lang:ENG},
title = {{Towards measuring similarity in description logics}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.83.2519\&rep=rep1\&type=pdf},
volume = {147},
year = {2005}
}
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