TY - GEN
T1 - How many toes do I have? Parthood and number restrictions in description logics
AU - Schröder, Lutz
AU - Pattinson, Dirk
PY - 2008
Y1 - 2008
N2 - The modelling of parthood relations in description logics via transitive roles often leads to undecidability when combined with number restrictions and role hierarchies. Here, we introduce the description logic PHQ that explicitly supports reasoning about parthood in the presence of qualified number restrictions. Ourmain results are completeness and decidability in NEXPTIME. Conceptually, we argue that PHQ provides a better semantic fit for many applications: more often than not, parthoods occurring e.g. in biomedical ontologies are expected to be tree-like. In such cases, PHQ supports stronger inferences than standard description logics. Technically this is achieved by explicitly excluding the merging of descendants, which, at the same time, eliminates the prime source of undecidability. We work in the general setting of coalgebraic modal logic, a generic semantic framework for not-necessarily- normal modal logics. This added generality allows the re-use of many of our results for other logics of sometimes quite different flavour.
AB - The modelling of parthood relations in description logics via transitive roles often leads to undecidability when combined with number restrictions and role hierarchies. Here, we introduce the description logic PHQ that explicitly supports reasoning about parthood in the presence of qualified number restrictions. Ourmain results are completeness and decidability in NEXPTIME. Conceptually, we argue that PHQ provides a better semantic fit for many applications: more often than not, parthoods occurring e.g. in biomedical ontologies are expected to be tree-like. In such cases, PHQ supports stronger inferences than standard description logics. Technically this is achieved by explicitly excluding the merging of descendants, which, at the same time, eliminates the prime source of undecidability. We work in the general setting of coalgebraic modal logic, a generic semantic framework for not-necessarily- normal modal logics. This added generality allows the re-use of many of our results for other logics of sometimes quite different flavour.
UR - http://www.scopus.com/inward/record.url?scp=78650920702&partnerID=8YFLogxK
M3 - Conference contribution
SN - 9781577353843
T3 - Proceedings of the International Conference on Knowledge Representation and Reasoning
SP - 307
EP - 317
BT - Principles of Knowledge Representation and Reasoning
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th International Conference on Principles of Knowledge Representation and Reasoning, KR 2008
Y2 - 16 September 2008 through 19 September 2008
ER -