This book constitutes the refereed proceedings of the 12th EuropeanConference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2013, held in Utrecht, The Netherlands, in July 2013. The 44 revised full papers presented were carefully reviewed andselected from 89 sub...