By Janneke H. Bolt (auth.), Roberto Serra, Rita Cucchiara (eds.)

This booklet constitutes the refereed lawsuits of the eleventh overseas convention of the Italian organization for man made Intelligence, AI*IA 2009, held in Reggio Emilia, Italy, in December 2009.

The 50 revised complete papers provided including three invited talks have been conscientiously reviewed and chosen from eighty three submissions. The papers are prepared in topical sections on wisdom illustration and reasoning, computer studying, evolutionary computation, seek, typical language processing, multi-agent platforms and application.

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Additional resources for AI*IA 2009: Emergent Perspectives in Artificial Intelligence: XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia, Italy, December 9-12, 2009 Proceedings

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2 must be modified: one simple approach could be to sum the weights of all the arcs connecting C1 and C2 via their common superclass. We believe that rule matching via analogy is weaker and more unreliable than rule matching via generalization. 3) should be added in order to prefer the former over the latter. 4 Related Work The paper proposed a novel approach to improve flexibility in rule-based inference, avoiding or at least limiting the brittleness problem that is typical of many knowledge-based systems.

Situations like the one above may occur frequently, especially in complex domains or in cases where it is difficult to enumerate all the situations that could be encountered during problem solving. One way of explaining why the application of R1 failed is that the system did not have deep knowledge about the concepts involved in the rules and thus could not reason on the semantics of the rules. One way of getting out of the problem, in fact, is to consider that the speed control system is a special case of electrical system and thus a rule like R1 could possibly be applied to solve the problem.

Path. 156, 1797–1804 (2000) 14. : Atlas of Clinical Heamatology, 3rd edn. Elsevier, Amsterdam (2000) 15. : Integration from proteins to organs: The physiome project. Nature 4(3), 237–243 (2003) 16. : The cxc-chemokine platelet factor 4 promotes monocyte survival and induces monocyte differentiation into macrophages. Blood 95(4), 1158– 1166 (2000) 17. : Ontology of time and situoids in medical conceptual modeling. T. ) AIME 2005. LNCS (LNAI), vol. 3581, pp. 266–275. it Abstract. In the paper we show how rule-based inference can be made more flexible by exploiting semantic information associated with the concepts involved in the rules.

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