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Towards Efficient Reasoning Under Guarded-Based Disjunctive Existential Rules

机译:基于保护的析取存在规则下的有效推理

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The complete picture of the complexity of answering (unions of) conjunctive queries under the main guarded-based classes of disjunctive existential rules has been recently settled. It has been shown that the problem is very hard, namely 2ExpTime-complete, even for fixed sets of rules expressed in lightweight formalisms. This gives rise to the question whether its complexity can be reduced by restricting the query language. Several subclasses of conjunctive queries have been proposed with the aim of reducing the complexity of classical database problems such as query evaluation and query containment. Three of the most prominent subclasses of this kind are queries of bounded hypertree-width, queries of bounded treewidth and acyclic queries. The central objective of the present paper is to understand whether the above query languages have a positive impact on the complexity of query answering under the main guarded-based classes of disjunctive existential rules. We show that (unions of) conjunctive queries of bounded hypertree-width and of bounded treewidth do not reduce the complexity of our problem, even if we focus on predicates of bounded arity, or on fixed sets of disjunctive existential rules. Regarding acyclic queries, although our problem remains 2ExpTime-complete in general, in some relevant settings the complexity reduces to ExpTime-complete; in fact, this requires to bound the arity of the predicates, and for some expressive guarded-based formalisms, to fix the set of rules.
机译:最近已经解决了在基于防护的主要类下的析取存在规则下回答(联合)询问的复杂性的完整图景。已经表明,这个问题非常棘手,即2ExpTime-complete,即使对于以轻量形式主义表示的固定规则集也是如此。这引起了一个问题,即是否可以通过限制查询语言来降低其复杂性。为了降低经典数据库问题(如查询评估和查询包含)的复杂性,已提出了一些联合查询子类。这种类型中最突出的三个子类是有界超树宽度查询,有界树宽查询和非循环查询。本文的主要目的是了解上述查询语言是否对基于隔离的存在规则的主要基于保护的类别下的查询回答的复杂性产生积极影响。我们表明,即使我们关注有限Arity谓词或固定集合的析取性存在规则,有界超树宽度和有界树宽的联合查询的(联合)也不会降低我们问题的复杂性。关于非循环查询,尽管我们的问题通常仍然是2ExpTime-complete,但是在某些相关设置中,复杂度降低到了ExpTime-complete。实际上,这需要限制谓词的局限性,并且对于某些基于受保护的表达形式主义来说,要固定规则集。

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