Construction of a Bayesian network as an extension of propositional logic

@article{Enomoto2015ConstructionOA,
  title={Construction of a Bayesian network as an extension of propositional logic},
  author={Takuto Enomoto and Masaomi Kimura},
  journal={2015 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K)},
  year={2015},
  volume={01},
  pages={211-217}
}
A Bayesian network is a probabilistic graphical model. Many conventional methods have been proposed for its construction. However, these methods often result in an incorrect Bayesian network structure. In this study, to correctly construct a Bayesian network, we extend the concept of propositional logic. We propose a methodology for constructing a Bayesian… CONTINUE READING