TY - GEN
T1 - Towards LarKC
T2 - 2nd Annual IEEE International Conference on Semantic Computing, ICSC 2008
AU - Fensel, Dieter
AU - Van Harmelen, Frank
AU - Andersson, Bo
AU - Brennan, Paul
AU - Cunningham, Hamish
AU - Valle, Emanuele Delia
AU - Fischer, Florian
AU - Huang, Zhisheng
AU - Kiryakov, Atanas
AU - Lee, Tony Kyung Il
AU - Schooler, Lael
AU - Tresp, Volker
AU - Wesner, Stefan
AU - Witbrock, Michael
AU - Zhong, Ning
PY - 2008
Y1 - 2008
N2 - Current Semantic Web reasoning systems do not scale to the requirements of their hottest applications, such as analyzing data from millions of mobile devices, dealing with terabytes of scientific data, and content management in enterprises with thousands of knowledge workers. In this paper, we present our plan of building the Large Knowledge Collider, a platform for massive distributed incomplete reasoning that will remove these scalability barriers. This is achieved by (i) enriching the current logic-based Semantic Web reasoning methods, (ii) employing cognitively inspired approaches and techniques, and (iii) building a distributed reasoning platform and realizing it both on a high-performance computing cluster and via "computing at home". In this paper, we will discuss how the technologies of LarKC would move beyond the state-of-the-art of Web-scale reasoning.
AB - Current Semantic Web reasoning systems do not scale to the requirements of their hottest applications, such as analyzing data from millions of mobile devices, dealing with terabytes of scientific data, and content management in enterprises with thousands of knowledge workers. In this paper, we present our plan of building the Large Knowledge Collider, a platform for massive distributed incomplete reasoning that will remove these scalability barriers. This is achieved by (i) enriching the current logic-based Semantic Web reasoning methods, (ii) employing cognitively inspired approaches and techniques, and (iii) building a distributed reasoning platform and realizing it both on a high-performance computing cluster and via "computing at home". In this paper, we will discuss how the technologies of LarKC would move beyond the state-of-the-art of Web-scale reasoning.
UR - http://www.scopus.com/inward/record.url?scp=52149102230&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=52149102230&partnerID=8YFLogxK
U2 - 10.1109/ICSC.2008.41
DO - 10.1109/ICSC.2008.41
M3 - Conference contribution
AN - SCOPUS:52149102230
SN - 9780769532790
T3 - Proceedings - IEEE International Conference on Semantic Computing 2008, ICSC 2008
SP - 524
EP - 529
BT - Proceedings - IEEE International Conference on Semantic Computing 2008, ICSC 2008
Y2 - 4 August 2008 through 7 August 2008
ER -