I. Celino, D. Dell’Aglio, E. Della Valle, R. Grothmann, F. Steinke, and V. Tresp. Proceedings of the 3rd International Workshop on Inductive Reasoning and Machine Learning for the Semantic Web (IRMLES 2011), collocated with the 8th Extended Semantic Web Conference, ESWC2011, Heraklion, Crete, Greece, (May 2011)