Abstract: This paper first introduces the online association rule mining algorithm named Carma presented by Christian Hidber, and then proposes some improvements of this algorithm. We weaken the condition of inserting a subset v of current transaction in lattice of potentially large itemsets V. We modify the expression of maxMissed to make the calculation more simple. Experiments show that the improvement speeds up the algorithm.