Instance-Driven Property Alignment in Linked Open Data Cloud
2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))(2018)
摘要
Instance matching frameworks that identify links between instances, expressed as owl: sameAs assertions, have achieved a high performance while the performance of property matching lags behind. In this paper we leverage owl: sameAs links and show how these links can help for property matching. First, we extract all owl: sameAs instance pairs together with their properties and transform them into tables. Then, we apply table matching techniques and propose matching criteria to find relationships between properties. The experiments with real world LOD datasets show the efficiency and effectiveness of the proposed approach to deal with property matching.
更多查看译文
关键词
Property matching,Instance-based matching,Linked Open Data
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络