The itemset lattice tree data structure was adopted to translate maximal frequent itemsets mining into the process of depth-first searching the itemset lattice tree.
Furthermore, the concept of an expanded frequentitemset is introduced to greatly decrease the searching range for adjusting whether a frequentitemset is closed or not.