An Efficient Incremental Updating Algorithm in Data Mining for Maintaining Association Rules
Meng Ren · Journal of Guangxi Academy of Sciences · 2006
Updating association rules is an inevitable yet important issue in data mining.This paper presents a highly efficient updating algorithm,referred to AIUA algorithm,for incrementally maintaining association rules with the same minimum support.This algorithm only takes one-scan on both the original database and the increased dataset.We experimentally evaluated our approach,and demonstrated the efficiency and promising.