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Intelligent structuring and reducing of association rules with formal concept analysis

Stumme, Gerd
Taouil, Rafik
Bastide, Yves
Pasquier, Nicolas
Lakhal, Lotfi

Association rules are used to investigate large databases. The analyst is usually confronted with large lists of such rules and has to find the most relevant ones for his purpose. Based on results about knowledge representation within the theoretical framework of Formal Concept Analysis, we present relatively small bases for association rules from which all rules can be deduced. We also provide algorithms for their calculation.

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@article{urn:nbn:de:hebis:34-2009022726493,
  author    ={Stumme, Gerd and Taouil, Rafik and Bastide, Yves and Pasquier, Nicolas and Lakhal, Lotfi},
  title    ={Intelligent structuring and reducing of association rules with formal concept analysis},
  keywords ={004 and Formale Begriffsanalyse},
  copyright  ={https://rightsstatements.org/page/InC/1.0/},
  language ={en},
  year   ={2001}
}