Aim\ To study an efficient method for discovering association rules. Methods\ A method is analyzed to generate frequent itemsets in existing algorithms in KDD research and import a concept of consistent class. Results and Conclusion\ A new efficient method is put forward for discovering the association rules based on consistent relationship and maximal relational graph.