基于NBox的OWL2闭世界推理

IF 5.2 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Ren Yuan, Pan Jeff Z., Zhao Yuting
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引用次数: 27

摘要

本文描述了在部分封闭世界下进行描述逻辑推理的问题。通过用NBox扩展OL SROIQ的语法来解决这个问题,NBox指定了要关闭的谓词,用否定为失败的思想扩展了语义,将封闭世界推理简化为经典OL本体上的增量推理,并应用句法近似技术来提高推理性能。与现有的对应关系数据库的OBox方法相比,NBox方法支持对封闭概念和角色的推导。此外,近似推理可以将推理复杂度从N2EXPTIME完全降低到PTIME-完全,同时保持具有某些性质的本体推理的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Closed World Reasoning for OWL2 with NBox

This paper describes the problem of doing description logic (DL) reasoning with partially closed world. The issue was addressed by extending the syntax of DL SROIQ with an NBox, which specifies the predicates to close, extending the semantics with the idea of negation as failure, reducing the closed world reasoning to incremental reasoning on classical DL ontologies, and applying the syntactic approximation technology to improve the reasoning performance. Compared with the existing DBox approach, which corresponds to the relation database, the NBox approach supports deduction on closed concepts and roles. Also, the approximate reasoning can reduce reasoning complexity from N2EXPTIME-complete to PTIME-complete while preserving the correctness of reasoning for ontologies with certain properties.

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来源期刊
CiteScore
12.10
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