This book constitutes the refereed proceedings of the 14th Conference of the Spanish Association for Artificial Intelligence CAEPIA 2009 held in La Laguna Canary Islands Spain in November 2011. The 50 revised full papers presented were carefully selected from 149 submissions. The papers are organized in topical sections on agent-based and multi-agent systems; machine learning; knowledge representation logic search and planning; multidisciplinary topics and applications; vision and robotics; soft computing; Web intelligence and information retrieval.