%0 Conference Paper %1 Dentler2009ReasoningSwarm %A Dentler, Kathrin %A Guéret, Christophe %A Schlobach, Stefan %B Proceedings of the 5th International Workshop on Scalable Semantic Web Knowledge Base Systems %C http://ceur-ws.org %D 2009 %E Fokoue, Achille %E Guo, Yuanbo %E Liebig, Thorsten %I CEUR Workshop Proceedings %K SemanticWeb SwarmIntelligence materialisation reasoning %P 1--16 %T Semantic Web Reasoning by Swarm Intelligence %V 517 %X Semantic Web reasoning systems are confronted with the task to process growing amounts of distributed, dynamic resources. This paper presents a novel way of approaching the challenge by RDF graph traversal, exploiting the advantages of swarm intelligence. The natureinspired and index-free methodology is realised by self-organising swarms of autonomous, light-weight entities that traverse RDF graphs by following paths, aiming to instantiate pattern-based inference rules. The method is evaluated on the basis of a series of simulation experiments with regard to desirable properties of Semantic Web reasoning, focussing on anytime behaviour, adaptiveness and scalability.

@inproceedings{Dentler2009ReasoningSwarm, abstract = {Semantic Web reasoning systems are confronted with the task to process growing amounts of distributed, dynamic resources. This paper presents a novel way of approaching the challenge by RDF graph traversal, exploiting the advantages of swarm intelligence. The natureinspired and index-free methodology is realised by self-organising swarms of autonomous, light-weight entities that traverse RDF graphs by following paths, aiming to instantiate pattern-based inference rules. The method is evaluated on the basis of a series of simulation experiments with regard to desirable properties of Semantic Web reasoning, focussing on anytime behaviour, adaptiveness and scalability.}, added-at = {2011-12-12T19:01:40.000+0100}, address = {\url{http://ceur-ws.org}}, author = {Dentler, Kathrin and Gu{\'e}ret, Christophe and Schlobach, Stefan}, biburl = {https://www.bibsonomy.org/bibtex/228b53ebe3efa1cdd6db3ef2a0fadcb72/gergie}, booktitle = {Proceedings of the 5th International Workshop on Scalable Semantic Web Knowledge Base Systems}, editor = {Fokoue, Achille and Guo, Yuanbo and Liebig, Thorsten}, file = {:Dentler2009ReasoningSwarm.pdf:PDF}, groups = {public}, interhash = {847bcd67e99bd42c7bc386336aa0c779}, intrahash = {28b53ebe3efa1cdd6db3ef2a0fadcb72}, keywords = {SemanticWeb SwarmIntelligence materialisation reasoning}, month = {October}, pages = {1--16}, publisher = {CEUR Workshop Proceedings}, timestamp = {2011-12-13T10:50:46.000+0100}, title = {{Semantic Web Reasoning by Swarm Intelligence}}, username = {gergie}, volume = 517, year = 2009 }