On Relevance, Probabilistic Indexing and Information Retrieval
Journal of the ACM (JACM)
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The motivation behind ''Probabilistic Indexing'' was to replace two-valued thinking about information retrieval with probabilistic notions. This involved a new view of the information retrieval problem - viewing it as problem of inference and prediction, and introducing probabilistically weighted indexes and probabilistically ranked output. These ideas were first formulated and written up in August 1958.