The algorithm is based on the 'a priori' technique. Basically, 1-itemsets are filtered based on certain thresholds, then the algorithm moves to computing 2-itemsets and so on. Brief details on how Microsoft Association Rules work: http://msdn2.microsoft.com/en-us/library/ms174916.aspx
Hope this helps
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