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We introduce a concept called refinement and develop two different ways ofrefining metrics. By applying these methods we produce several refinements ofthe shortest-path distance on the collaboration graph and hence a couple newversions of the Erd\H{o}s number.

Refinement of Metrics: Erd\H{o}s Number, a Case Study