TY - GEN
T1 - The quest for parallel reasoning on the semantic web
AU - Li, Peiqiang
AU - Zeng, Yi
AU - Kotoulas, Spyros
AU - Urbani, Jacopo
AU - Zhong, Ning
PY - 2009/12/1
Y1 - 2009/12/1
N2 - Traditional reasoning tools for the Semantic Web cannot cope with Web scale data. One major direction to improve performance is parallelization. This article surveys existing studies, basic ideas and mechanisms for parallel reasoning, and introduces three major parallel applications on the Semantic Web: LarKC, MaRVIN, and Reasoning-Hadoop. Furthermore, this paper lays the ground for parallelizing unified search and reasoning at Web scale.
AB - Traditional reasoning tools for the Semantic Web cannot cope with Web scale data. One major direction to improve performance is parallelization. This article surveys existing studies, basic ideas and mechanisms for parallel reasoning, and introduces three major parallel applications on the Semantic Web: LarKC, MaRVIN, and Reasoning-Hadoop. Furthermore, this paper lays the ground for parallelizing unified search and reasoning at Web scale.
UR - http://www.scopus.com/inward/record.url?scp=77949595757&partnerID=8YFLogxK
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U2 - 10.1007/978-3-642-04875-3_45
DO - 10.1007/978-3-642-04875-3_45
M3 - Conference contribution
AN - SCOPUS:77949595757
SN - 9783642048746
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 430
EP - 441
BT - Active Media Technology - 5th International Conference, AMT 2009, Proceedings
T2 - 5th International Conference on Active Media Technology, AMT 2009
Y2 - 22 October 2009 through 24 October 2009
ER -