An Historical Note on the Origins of Probabilistic Indexing

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.