A Distributed Rule Execution Mechanism Based on MapReduce in Sematic Web Reasoning
Rule execution is the core step of rule-based semantic web reasoning.However,most existing approaches are centralized,which cannot scale out to reason big semantic web datasets.In this paper,we described a kind of semantic web rule execution mechanism using MapReduce programming model,which not only can handle RDFS and OWL ter Horst semantic rules,but also can be used in SWRL reasoning.Theoretical analysis is present on the scalability of this rule execution mechanism.Result shows that it can scale well as Mapreduce framework.
Sematic Web Rule Execution MapReduce Distributed system
Haijiang Wu Jie Liu Dan Ye Hua Zhong Jun Wei
University of Chinese Academy of Sciences Institute of Software,ChineseAcademy of Sciences Beijing 1 Institute of Software,ChineseAcademy of Sciences Beijing 100190,China
国际会议
长沙
英文
42-48
2013-10-23(万方平台首次上网日期,不代表论文的发表时间)