Study on Interest-Based Association Rules Algorithm

Support and confidence are often used to evaluate if a rule is a strong rule or not in association rules mining. But a lot of redundant and even deceivable rules will be mine in the method both theoretically and practically .The paper adopts a new threshold - interest that it is correlative coefficient in the statistics. The result is more accurate and clear if interest is taken as the weighting rule by Comparison.