Semantic DMN: Formalizing Decision Models with Domain Knowledge

@inproceedings{Calvanese2017SemanticDF,
  title={Semantic DMN: Formalizing Decision Models with Domain Knowledge},
  author={Diego Calvanese and Marlon Dumas and Fabrizio Maria Maggi and Marco Montali},
  booktitle={RuleML+RR},
  year={2017}
}
The Decision Model and Notation (DMN) is a recent OMG standard for the elicitation and representation of decision models. DMN builds on the notion of decision table, which consists of columns representing the inputs and outputs of a decision, and rows denoting rules. DMN models work under the assumption of complete information, and do not support integration with background domain knowledge. In this paper, we overcome these issues, by proposing decision knowledge bases (DKBs), where decisions… CONTINUE READING
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