DocumentCode
728982
Title
Tree-like Queries in OWL 2 QL: Succinctness and Complexity Results
Author
Bienvenu, Meghyn ; Kikot, Stanislav ; Podolskii, Vladimir
Author_Institution
Lab. de Rech. en Inf., Univ. Paris-Sud, Orsay, France
fYear
2015
fDate
6-10 July 2015
Firstpage
317
Lastpage
328
Abstract
This paper investigates the impact of query topology on the difficulty of answering conjunctive queries in the presence of OWL 2 QL ontologies. Our first contribution is to clarify the worst-case size of positive existential (PE), non-recursive Data log (NDL), and first-order (FO) rewritings for various classes of tree-like conjunctive queries, ranging from linear queries to bounded tree width queries. Perhaps our most surprising result is a super polynomial lower bound on the size of PE-rewritings that holds already for linear queries and ontologies of depth 2. More positively, we show that polynomial-size NDL-rewritings always exist for tree-shaped queries with a bounded number of leaves (and arbitrary ontologies), and for bounded tree width queries paired with bounded depth ontologies. For FO-rewritings, we equate the existence of polysize rewritings with well-known problems in Boolean circuit complexity. As our second contribution, we analyze the computational complexity of query answering and establish tractability results (either NL-or LOGCFL-completeness) for a range of query-ontology pairs. Combining our new results with those from the literature yields a complete picture of the succinctness and complexity landscapes for the considered classes of queries and ontologies.
Keywords
Boolean functions; computational complexity; knowledge representation languages; ontologies (artificial intelligence); query processing; rewriting systems; trees (mathematics); Boolean circuit complexity; LOGCFL-completeness; NL-completeness; OWL 2 QL ontologies; arbitrary ontologies; bounded depth ontologies; bounded tree width queries; complexity landscape; computational complexity; conjunctive query answering; first-order rewritings; linear queries; nonrecursive data log; polynomial-size NDL-rewritings; polysize rewritings; positive existential; query topology; query-ontology pair; succinctness; superpolynomial lower bound; tractability results; tree-like conjunctive queries; Boolean functions; Complexity theory; Databases; Knowledge based systems; OWL; Ontologies; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Logic in Computer Science (LICS), 2015 30th Annual ACM/IEEE Symposium on
Conference_Location
Kyoto
ISSN
1043-6871
Type
conf
DOI
10.1109/LICS.2015.38
Filename
7174892
Link To Document