简介:Amethodforminingfrequentitemsetsbyevaluatingtheirprobabilityofsupportsbasedonassociationanalysisispresented.Thispaperobtainstheprobabilityofevery1-itemsetbyscanningthedatabase,thenevaluatestheprobabilityofevery2-itemset,every3-itemset,everyk-itemsetfromthefrequent1-itemsetsandgainsallthecandidatefrequentitemsets.Thispaperalsoscansthedatabaseforverifyingthesupportofthecandidatefrequentitemsets.Last,thefrequentitemsetsaremined.Themethodreducesalotoftimeofscanningdatabaseandshortensthecomputationtimeofthealgorithm.