Mining Relationship between Triggering and Consequential Events in a Short Transaction Database

Chang-Hung Lee, Philip S. Yu, Ming-Syan Chen

Abstract: 1 Introduction Since the earlier work in [2], a broad variety of data mining capabilities has been developed. These studies cover a broad spectrum of topics including: (1) association rule mining [1, 3, 11, 17]; (2) incremental updating [7, 14]; (3) mining of generalized [20], multi-level [8], multi-dimensional rules [22, 23]; (4) constraint-based rule mining [9, 18]; (5) temporal association rule [6, 13, 21]; (6) frequent episodes discovery [15, 16]; and (7) sequential patterns mining [4, 19].