Mining Dynamic Behavior of Frequent Patterns Using TP-Mine Algorithm
A Transaction database contains a set of transactions along with items and their associated timestamps. Transitional patterns are the patterns which specify the dynamic behaviour of frequent patterns in a transaction database. To discover transitional patterns and their significant milestones, first the authors have to extract all frequent patterns and their supports using any frequent pattern generation algorithm. These frequent patterns are used in the generation of transitional patterns. The existing algorithm (TPMine) generates frequent patterns, some of which cannot be used in generation of transitional patterns.