TY - GEN
T1 - Combining existential rules and description logics
AU - Amarilli, Antoine
AU - Benedikt, Michael
PY - 2015/1/1
Y1 - 2015/1/1
N2 - Query answering under existential rules - implications with existential quantifiers in the head - is known to be decidable when imposing restrictions on the rule bodies such as frontier-guardedness [Baget et al., 2010; 2011a]. Query answering is also decidable for description logics [Baader, 2003], which further allow disjunction and functionality constraints (assert that certain relations are functions); however, they are focused on ER-type schemas, where relations have arity two. This work investigates how to get the best of both worlds: having decidable existential rules on arbitrary arity relations, while allowing rich description logics, including functionality constraints, on arity-two relations. We first show negative results on combining such decidable languages. Second, we introduce an expressive set of existential rules (frontier-one rules with a certain restriction) which can be combined with powerful constraints on arity-two relations (e.g. GC2, ALCQIb) while retaining decidable query answering. Further, we provide conditions to add functionality constraints on the higher-arity relations.
AB - Query answering under existential rules - implications with existential quantifiers in the head - is known to be decidable when imposing restrictions on the rule bodies such as frontier-guardedness [Baget et al., 2010; 2011a]. Query answering is also decidable for description logics [Baader, 2003], which further allow disjunction and functionality constraints (assert that certain relations are functions); however, they are focused on ER-type schemas, where relations have arity two. This work investigates how to get the best of both worlds: having decidable existential rules on arbitrary arity relations, while allowing rich description logics, including functionality constraints, on arity-two relations. We first show negative results on combining such decidable languages. Second, we introduce an expressive set of existential rules (frontier-one rules with a certain restriction) which can be combined with powerful constraints on arity-two relations (e.g. GC2, ALCQIb) while retaining decidable query answering. Further, we provide conditions to add functionality constraints on the higher-arity relations.
UR - https://www.scopus.com/pages/publications/84949744129
M3 - Conference contribution
AN - SCOPUS:84949744129
T3 - IJCAI International Joint Conference on Artificial Intelligence
SP - 2691
EP - 2697
BT - IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence
A2 - Wooldridge, Michael
A2 - Yang, Qiang
PB - International Joint Conferences on Artificial Intelligence
T2 - 24th International Joint Conference on Artificial Intelligence, IJCAI 2015
Y2 - 25 July 2015 through 31 July 2015
ER -