Intelligent structuring and reducing of association rules with formal concept analysis
G Stumme, R Taouil, Y Bastide, N Pasquier… - KI 2001: Advances in …, 2001 - Springer
KI 2001: Advances in Artificial Intelligence: Joint German/Austrian Conference …, 2001•Springer
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. 1
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. 1
Abstract
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.1
Springer
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