TY - CONF T1 - Distance-based Measures of Inconsistency and Incoherency for Description Logics T2 - Proceedings of the 23rd International Workshop on Description Logics (DL2010) Y1 - 2010 A1 - Yue Ma A1 - Pascal Hitzler ED - Volker Haarslev ED - David Toman ED - Grant Weddell AB -
Inconsistency and incoherency are two sorts of erroneous information in a DL ontology which have been widely discussed in ontology-based applications. For example, they have been used to detect modeling errors during ontology construction. To provide more informative metrics which can tell the differences between inconsistent ontologies and between incoherent terminologies, there has been some work on measuring inconsistency of an ontology and on measuring incoherency of a terminology. However, most of them merely focus either on measuring inconsistency or on measuring incoherency and no clear ideas of how to extend them to allow for the other. In this paper, we propose a novel approach to measure DL ontologies, named distance-based measures. It has the merits that both inconsistency and incoherency can be measured in a unified framework. Moreover, only classical DL interpretations are used such that there is no restriction on the DL languages used.
JF - Proceedings of the 23rd International Workshop on Description Logics (DL2010) PB - CEUR-WS.org CY - Waterloo, Canada VL - 573 ER -