This book constitutes the refereed proceedings of the 5th KES International Conference on Agent and Multi-Agent Systems, KES-AMSTA 2011, held in Manchester, UK, in June/July 2011. The papers are organized in topical sections on conversational agents, dialogue systems and text processing; and intelligent workflow, cloud computing and systems.