From Relational Databases to Belief Networks

03/20/2013

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by   Wilson X. Wen, et al.

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The relationship between belief networks and relational databases is examined. Based on this analysis, a method to construct belief networks automatically from statistical relational data is proposed. A comparison between our method and other methods shows that our method has several advantages when generalization or prediction is deeded.