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This book constitutes the refereed proceedings of the 5th Congress of the Italian Association for Artificial Intelligence, AI IA 97, held in Rome, Italy, in September 1997.The 37 revised full papers and 8 system descriptions presented in the volume were selected from 88 papers submitted. The papers are organized in topical sections on machine learning; natural language processing; perception, vision and robotics; distributed artificial intelligence; and planning.