obtains a reduced representation of the data set that is much smaller in volume, yet produces the same (or almost the same) analytical result
obtains reduced representation in volume but produces the same or similar analytical results
an implication expression of the form x --&gt; y, where x and y are itemsets ex: {milk, diaper} --&gt; {beer}  do not mean causality... more like co-occurrence