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OALib Journal期刊
ISSN: 2333-9721
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Algorithm for mining calendar-based temporal association rules
基于日历的时序关联规则挖掘算法

Keywords: calendar lattice,temporal data mining,association rule
日历格
,时序数据挖掘,关联规则

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Abstract:

An efficient algorithm for temporal association rules based on calendar patterns was presented. A user-given calendar schema was adopted to specify the interesting rime intervals as calendar patterns. Then database was scanned once to find all frequent 2-itemsets and their 1-star calendar patterns. Aggregation property and Apriori property were utilized to find all candidate patterns. Finally, calendar-based temporal association rules were obtained through scanning. The experimental results indicate that this proposed algorithm is feasible and efficient.

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