Association Rule Mining Algorithm Based on Similarity Matrix of Transactions
Xiaohui Cheng · Journal of Guilin University of Technology · 2008
With in-depth analysis of mining association rules,an improved association rule mining algorithm:Association Rule Mining Algorithm Based on Similarity Matrix of Transations(ARBSM),is proposed.Innovation of the algorithm creates a similarity matrix of transactions based on reducing matrix of transactions.The algorithm directly finding the high level frequent itemsets effectively resolves the bottleneck of Apriori algorithm.The experiment shows that ARBSM algorithm can effectively find out the strong potential association rules.