This book constitutes the refereed proceedings of the 16th Portuguese Conference on Artificial Intelligence, EPIA 2013, held in Angra do Heroísmo, Azores, Portugal, in September 2013. The papers are organized in the following topical sections: ambient intelligence and affective environments; artificial intelligence in transportation systems;