1. A method for calculating the similarity between two objects in a collection of objects, wherein each object is associated with at least one multi-dimensional vector representative of a feature of the object, comprising the steps of: identifying a first vector corresponding to a first feature of a first object and a second vector corresponding to a first feature of a second object; and computing a first distance metric between the first vector and the second vector.