Constructing the Bayesian network structure from dependencies implied in multiple relational schemas

► We propose the method for constructing Bayesian network structures from multiple 3NF relational schemas. ► We establish our method based on the acyclic database theory and its relationship with probabilistic networks. ► The Bayesian network structure is constructed from relational schemas instead of database instances.