PROSE: A Plugin-Based Framework for Paraconsistent Reasoning on Semantic Web

PROSE: A Plugin-Based Framework for Paraconsistent Reasoning on Semantic Web
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PROSE:基于插件的语义 Web 并行推理框架

DOI:
10.4018/ijswis.2018010105
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发表时间:
2018
影响因子:
3.2
通讯作者:
冯志勇
冯志勇
中科院分区:
计算机科学4区
文献类型:
--
作者:
张小旺;吴文瑞;王鑫;饶国政;冯志勇

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由于语义网中的知识并不总是完美的,因此研究本体的次协调推理对语义网尤为重要,然而传统的OWL推理机不能支持不协调本体的推理。本文提出了一个基于插件的框架prose,它为OWL本体提供丰富的次协调推理服务,其体系结构包括三个部分:一个经典的OWL推理器,一个多值Transformer,以及一个连接它们的OWL API。在建议的框架散文,他们实现不同的多值次协调推理的OWL。此外,他们选择了三个流行的经典OWL推理机和两种典型的推理服务的用户。正如作者所预料的那样,散文确实使当前的经典OWL推理机能够以一种简单方便的方式容忍不一致性。最后,他们评估的三个推理机在一个统一的框架(散文),因此,这些结果可以修改分析的三个推理机不一致的本体。
The study of paraconsistent reasoning with ontologies is especially important for the Semantic Web since knowledge is not always perfect within it. However, classical OWL reasoners cannot support reasoning with inconsistent ontologies. In this article, the authors present a plugin-based framework called prose to provide rich paraconsistent reasoning services for OWL ontologies, whose architecture contains the three following parts: a classical OWL reasoner, a multi-valued transformer, and an OWL API connecting with them. Within the proposed framework prose, they implement different multi-valued paraconsistent reasoning in the OWL. Moreover, they select three popular classical OWL reasoners and two typical kinds of reasoning services for users. As the authors excepted, prose does exactly enable current classical OWL reasoners to tolerate inconsistency in a simple and convenient way. Finally, they evaluate the three reasoners in a united framework (prose) and, as a result, those results can amend the analysis of the three reasoners on inconsistent ontologies.
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