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. Keywords: Probabilistic information retrieval