Post-Processing of Discovered Association Rules Using Ontologies

@article{Marinica2008PostProcessingOD,
  title={Post-Processing of Discovered Association Rules Using Ontologies},
  author={Claudia Marinica and Fabrice Guillet and Henri Briand},
  journal={2008 IEEE International Conference on Data Mining Workshops},
  year={2008},
  pages={126-133}
}
In Data Mining, the usefulness of association rules is strongly limited by the huge amount of delivered rules. In this paper we propose a new approach to prune and filter discovered rules. Using Domain Ontologies, we strengthen the integration of user knowledge in the post-processing task. Furthermore, an interactive and iterative framework is designed to assist the user along the analyzing task. On the one hand, we represent user domain knowledge using a Domain Ontology over database. On the… CONTINUE READING
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