Title: | Identity Uncertainty |
Authors: | Stuart Russell and Hanna Pasula |
Series: | Linköping Electronic Articles in Computer and Information Science ISSN 1401-9841 |
Issue: | Vol. 7 (2002): no 018 |
URL: | http://www.ep.liu.se/ea/cis/2002/018/ |
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; in the content analysis of web pages; and in many aspects of our everyday lives. The talk will describe 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 and citation matching. |
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Original publication 2002-09-15 |
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