Research on Association Rules Based Fixed Point Theory

Research on Association Rules Based Fixed Point Theory

Based on the fixed point theory of the complete lattice, we propose a theoretical framework on how to find out the association rule in a transactional datebase. The results show that finding a closed item set is a process of establishing a Galois contact and mining all the closed item sets is the wa...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Liu Hua-ling, Zheng Jian-guo
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Association rule
Association rules
Complete lattice
Data mining
Fixed point
Itemsets
Lattices
Set theory
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Beschreibung
Zusammenfassung:Based on the fixed point theory of the complete lattice, we propose a theoretical framework on how to find out the association rule in a transactional datebase. The results show that finding a closed item set is a process of establishing a Galois contact and mining all the closed item sets is the way to find out all the fixed points of its closed Galois operator.
DOI:10.1109/ICCIS.2010.327