Title :
4s-reasoner: RDFS Backward Chained Reasoning Support in 4store
Author :
Salvadores, Manuel ; Correndo, Gianluca ; Omitola, Tope ; Gibbins, Nick ; Harris, Steve ; Shadbolt, Nigel
Author_Institution :
IAM Group, Univ. of Southampton, Southampton, UK
fDate :
Aug. 31 2010-Sept. 3 2010
Abstract :
This paper describes the design and implementation of backward chained clustered RDFS reasoning in 4store. The system presented, called “4s-reasoner”, adds no overhead to the import phase and yet performs reasonably well at the query phase. We also demonstrate that our solution scales over clusters of commodity servers providing an optimal solution that balances infrastructure cost and performance over tested data sets with up to 500M triples. In addition we have shared our implementation under GNU license and a first release is available to be used by the community.
Keywords :
inference mechanisms; knowledge representation languages; pattern clustering; query processing; 4s-reasoner; 4store; GNU license; RDFS backward chained reasoning support; commodity server; import phase; query phase; resource description framework; Benchmark testing; Cognition; Engines; Resource description framework; Semantics; Servers; 4store; backward reasoning; rdfs; semantic web;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-8482-9
Electronic_ISBN :
978-0-7695-4191-4
DOI :
10.1109/WI-IAT.2010.35