Demystify the Messages in the Hugin Architecture for Probabilistic Inference and Its Application

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In this paper, we investigate the semantic meaning of the messages passed in the Hugin architecture for probabilistic inference. By utilizing this information, one can avoid passing up to half of the messages that could have had to be passed in the Hugin architecture.