The price of query rewriting in ontology-based data access

被引:48
|
作者
Gottlob, Georg [1 ]
Kikot, Stanislav [2 ]
Kontchakov, Roman [2 ]
Podolskii, Vladimir [3 ]
Schwentick, Thomas [4 ]
Zakharyaschev, Michael [2 ]
机构
[1] Univ Oxford, Dept Comp Sci, Oxford OX1 2JD, England
[2] Univ London, Dept Comp Sci & Informat Syst, London WC1E 7HU, England
[3] VA Steklov Math Inst, Moscow 117333, Russia
[4] TU Dortmund, Fak Informat, Dortmund, Germany
基金
英国工程与自然科学研究理事会; 俄罗斯基础研究基金会;
关键词
Ontology; Datalog; Conjunctive query; Query rewriting; Succinctness; Boolean circuit; Monotone complexity; MONOTONE; COMPLEXITY;
D O I
10.1016/j.artint.2014.04.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We give a solution to the succinctness problem for the size of first-order rewritings of conjunctive queries in ontology-based data access with ontology languages such as OWL 2 QL, linear Datalog(+/-) and sticky Datalog. We show that positive existential and nonrecursive datalog rewritings, which do not use extra non-logical symbols (except for intensional predicates in the case of datalog rewritings), suffer an exponential blowup in the worst case, while first-order rewritings can grow superpolynomially unless NP subset of P/poly. We also prove that nonrecursive datalog rewritings are in general exponentially more succinct than positive existential rewritings, while first-order rewritings can be superpolynomially more succinct than positive existential rewritings. On the other hand, we construct polynomial-size positive existential and nonrecursive datalog rewritings under the assumption that any data instance contains two fixed constants. (C) 2014 Elsevier B.V. All rights reserved.
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页码:42 / 59
页数:18
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