TY - CONF T1 - Ontology Alignment for Linked Open Data T2 - The Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, ISWC 2010 Y1 - 2010 A1 - Prateek Jain A1 - Pascal Hitzler A1 - Amit Sheth A1 - Kunal Verma A1 - Peter Z. Yeh ED - Peter F. Patel-Schneider ED - Yue Pan ED - Pascal Hitzler ED - Peter Mika ED - Lei Zhang ED - Jeff Z. Pan ED - Ian Horrocks ED - Birte Glimm AB -

The Web of Data currently coming into existence through the Linked Open Data (LOD) effort is a major milestone in realizing the Semantic Web vision. However, the development of applications based on LOD faces difficulties due to the fact that the different LOD datasets are rather loosely connected pieces of information. In particular, links between LOD datasets are almost exclusively on the level of instances, and schema-level information is being ignored. In this paper, we therefore present a system for finding schema-level links between LOD datasets in the sense of ontology alignment. Our system, called BLOOMS, is based on the idea of bootstrapping information already present on the LOD cloud. We also present a comprehensive evaluation which shows that BLOOMS outperforms state-of-the-art ontology alignment systems on LOD datasets. At the same time, BLOOMS is also competitive compared with these other systems on the Ontology Evaluation Alignment Initiative Benchmark datasets.

JF - The Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, ISWC 2010 PB - Springer CY - Shanghai, China VL - 6496 UR - http://dx.doi.org/10.1007/978-3-642-17746-0_26 ER -