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Term Selection using Traditional Probabilistic Methods

Sparck Jones and Robertson show that the optimal weight for a given term t is defined by Equation (4). Robertson observes that while this is the optimal function for weighting a particular term, terms should not be added to a query solely on the basis of their weight [37]. Robertson suggests a term selection formula based on the Swets model [50] of Information Retrieval Performance. Before proceeding, it is necessary to describe the Swets model.





Erik Selberg
Wed Aug 6 12:24:17 PDT 1997