An Automata-Theoretic Approach to Uniform Interpolation and Approximation in the Description Logic EL

An Automata-Theoretic Approach to Uniform Interpolation and Approximation in the Description Logic EL
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描述逻辑EL中一致插值和逼近的自动机理论方法

DOI:
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发表时间:
2012
期刊:
International Conference on Principles of Knowledge Representation and Reasoning
影响因子:
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通讯作者:
F. Wolter
F. Wolter
中科院分区:
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文献类型:
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作者:
C. Lutz;Inanç Seylan;F. Wolter

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我们研究了(i)在轻巧描述逻辑EL和(ii)用更具表现力语言配制的Tbox的逻辑EL和(ii)EL-Approximation中提出的Tbox的均匀插值。在这两种情况下,我们都基于模拟和笛卡尔产品给出了模型理论特征,并且我们开发了决定插值和近似值是否存在的算法。我们基于一种称为El Automata(EA)的新型无定形自动机模型,为这两个问题提供了统一的方法。使用EAS,我们还建立了一个更简单的证明,证明可以在注册时间确定EL-Tbox的保守扩展的已知结果。
We study (i) uniform interpolation for TBoxes that are formulated in the lightweight description logic EL and (ii) EL-approximations of TBoxes formulated in more expressive languages. In both cases, we give model-theoretic characterizations based on simulations and cartesian products, and we develop algorithms that decide whether interpolants and approximants exist. We present a uniform approach to both problems, based on a novel amorphous automaton model called EL automata (EA). Using EAs, we also establish a simpler proof of the known result that conservative extensions of EL-TBoxes can be decided in EXPTIME.