1. A computerized method for matching item representations within a collection of item representations, the method comprising: determining candidate pairs of item representations based on frequency information indicative of the frequency at which terms appear in the collection of item representations; and matching item representations by analyzing the candidate pairs using one or more fuzzy matching functions.