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This book constitutes the refereed proceedings of the Third IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2010, held as a part of the 21th World Computer Congress, WCC 2010, in Brisbane, Australia, in September 2010. The 27 revised full papers presented were carefully reviewed and selected from 102 submissions. The papers are organized in topical sections on agents, knowledge acquisition, data mining and machine learning, neural nets and fuzzy logic, case-based reasoning/planning and scheduling, intelligent systems engineering, AI techniques, and AI applications.