Pushing the Boundaries of Tractable Ontology Reasoning

Pushing the Boundaries of Tractable Ontology Reasoning
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突破易于处理的本体推理的界限

DOI:
10.1007/978-3-319-11915-1_10
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发表时间:
2014
期刊:
ArXiv
影响因子:
--
通讯作者:
Ian Horrocks
Ian Horrocks
中科院分区:
--
文献类型:
--
作者:
David Carral;C. Feier;B. C. Grau;P. Hitzler;Ian Horrocks

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我们确定了一类Horn本体,其标准推理任务(如实例检查和分类)是可处理的。该类足够通用,可以包含owl2 EL、QL和RL配置文件。验证霍恩本体是否属于该类可以在多项式时间内完成。我们通过经验证明,该类包含许多没有包含在任何owl2配置文件中的现实世界本体,因此对这些本体进行多项式时间推理是可能的。
We identify a class of Horn ontologies for which standard reasoning tasks such as instance checking and classification are tractable. The class is general enough to include the OWL 2 EL, QL, and RL profiles. Verifying whether a Horn ontology belongs to the class can be done in polynomial time. We show empirically that the class includes many real-world ontologies that are not included in any OWL 2 profile, and thus that polynomial time reasoning is possible for these ontologies.
DOI: 10.1613/jair.3949
发表时间: 2013-05
期刊: J. Artif. Intell. Res.
影响因子: --
作者:
B. C. Grau;Ian Horrocks;M. Krötzsch;C. Kupke;Despoina Magka;B. Motik;Zhe Wang
通讯作者: B. C. Grau;Ian Horrocks;M. Krötzsch;C. Kupke;Despoina Magka;B. Motik;Zhe Wang
DOI: 10.1007/s10817-013-9296-3
发表时间: 2014-06-01
期刊: JOURNAL OF AUTOMATED REASONING
影响因子: --
作者:
Kazakov,Yevgeny;Kroetzsch,Markus;Simancik,Frantisek
通讯作者: Simancik,Frantisek