Affiliation:
1. School of Data, Computer and Mathematical Sciences, Western Sydney University, Sydney 2747, Australia
2. School of Software Engineering, Tianjin University, Tianjin, China
Abstract
Abstract
In ontology-based data access (OBDA), the classical database is enhanced with an ontology in the form of logical assertions generating new intensional knowledge. A powerful form of such logical assertions is the tuple-generating dependencies (TGDs), also called existential rules, where Horn rules are extended by allowing existential quantifiers to appear in the rule heads. In this paper, we introduce a new language called loop restricted (LR) TGDs (existential rules), which are TGDs with certain restrictions on the loops embedded in the underlying rule set. We study the complexity of this new language. We show that the conjunctive query answering (CQA) under the LR TGDs is decidable. In particular, we prove that this language satisfies the so-called bounded derivation-depth property (BDDP), which implies that the CQA is first-order rewritable, and its data complexity is in Ac$^{0}$. We also prove that the combined complexity of the CQA is 2-ExpTime complete, while the language membership is Pspace complete. Then we extend the LR TGDs language to the generalized loop restricted (GLR) TGDs language and prove that this class of TGDs still remains to be first-order rewritable and properly contains most of other first-order rewritable TGDs classes discovered in the literature so far.
Publisher
Oxford University Press (OUP)
Subject
Logic,Hardware and Architecture,Arts and Humanities (miscellaneous),Software,Theoretical Computer Science
Reference31 articles.
1. Loop restricted existential rules and first-order rewritability for query answering (extended abstract);Asuncion,2018
2. Query and predicate emptiness in ontology-based data access;Baader;Journal of Artificial Intelligence Research,2016
3. Improving the forward chaining algorithm for conceptual graphs rules;Baget,2004
4. On rules with existential variables: walking the decidability line;Baget;Artificial Intelligence,2011
5. Properties of acyclic database;Beeri;Proceedings of STOC-1981,1981