Identity uncertainty
Russell, S.
Comput. Sci. Div., California Univ., Berkeley, CA ;
This paper appears in: IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Publication Date: 25-28 July 2001
Volume: 2,
On page(s): 1056-1061 vol.2
Meeting Date: 07/25/2001 - 07/28/2001
Location: Vancouver, BC, Canada
ISBN: 0-7803-7078-3
References Cited: 13
INSPEC Accession Number: 7069094
Digital Object Identifier: 10.1109/NAFIPS.2001.944751
Current Version Published: 2002-08-07
Abstract
We are often uncertain about the identity of objects. This
phenomenon appears in theories of object persistence in early childhood;
in the well-known Morning Star/Evening Star example; in tracking and
data association systems for radar; in security systems based on
personal identification; and in many aspects of our everyday lives. The
paper presents a formal probabilistic approach to reasoning about
identity under uncertainty in the framework of first-order logics of
probability, with application to wide-area freeway traffic monitoring
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