Probabilistic Graphical ModelsBy: Daphne Koller, Nir Friedman Series: Adaptive Computation and Machine Learning series A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions. Most tasks require a person or an automated system to reasonto reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a