UNIVERSITY of GLASGOW

Computing at Glasgow University
 
Paper ID: 7718
DCS Tech Report Number: TR-2004-173

Relevance Weight Revisited
Cai,D. Van Rijsbergen,C.J.

Publication Type: Tech Report (internal)
Appeared in: DCS Tech Report
Page Numbers : 1-8
Publisher: N/A
Year: 2004
Abstract:

Relevance weight, developed in the late 70s and early 80s as a device for measuring term value, has been one of the most commonly proposed weighting functions for information retrieval (IR). It has been extensively explored and implemented in retrieval systems, and continues to be often used in today's IR. However, the probability estimation problem has yet to be satisfactorily resolved. This article discusses the problem and presents a new, simple but more effective estimation method. An analysis of the error caused by the 0.5 adjustment factor used in the conventional estimation method is given.

Keywords: Information retrieval, probability estimation, error analysis


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