"Is this document relevant?…probably": a survey of probabilistic models in information retrieval

Fabio Crestani, Mounia Lalmas, Cornelis J. Van Rijsbergen, Iain Campbell
1998 ACM Computing Surveys  
This article surveys probabilistic approaches to modeling information retrieval. The basic concepts of probabilistic approaches to information retrieval are outlined and the principles and assumptions upon which the approaches are based are presented. The various models proposed in the development of IR are described, classified, and compared using a common formalism. New approaches that constitute the basis of future research are described.
doi:10.1145/299917.299920 fatcat:saq74jbtzzbgvorqsrq7tminjq