3.[18-22]Hybrid Association Rule Mining using AC Tree

Journal of Information Engineering and Applications www. iiste. org ISSN 2224-5758 (print) ISSN 2224-896X (online) Vol 1, No. 2, 2011 18 | P a g e www. iiste. org Hybrid Association Rule Mining using AC Tree Preethi Kolluru Ramanaiah1* 1. Business... More

Journal of Information Engineering and Applications www. iiste. org ISSN 2224-5758 (print) ISSN 2224-896X (online) Vol 1, No. 2, 2011 18 | P a g e www. iiste. org Hybrid Association Rule Mining using AC Tree Preethi Kolluru Ramanaiah1* 1. Business Technology Analyst, Deloitte, Bangalore, India * E-mail: preethiram4@gmail. com Abstract In recent years, discovery of association rules among item sets in large database became popular. It gains its attention on research areas. Several association rule mining algorithms were developed for mining frequent item set. In this papers, a new hybrid algorithm for mining multilevel association rules called AC Tree i. e. , AprioriCOFI tree was developed. This algorithm helps in mining association rules at multiple concept levels. The proposed algorithm works faster compared to traditional association rule mining algorithm and it is efficient in mining rules from large text documents. Keywords: Association rules, Apriori, FP tree, COFI tree, Co Less