The representative basis for association rules

We define the concept of the representative basis for interesting association rules, and an inference system which is purely qualitative. The representative basis is unique, and minimal with respect to the inference system. On the representative basis, the inference system is correct and complete. Experimental results show that the number of rules in the representative basis is significantly reduced with respect to the number of rules generated by other existing approaches.