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Abstract

Modeling Partially Reliable Information Sources: A General Approach Based on Dempster-Shafer Theory


Combining testimonial reports from independent and partially reliable information sources is an important problem of uncertain reasoning. Within the framework of Dempster-Shafer theory, we propose a general model of partially reliable sources which includes several previously known results as special cases. The paper reproduces these results, gives a number of new insights, and thereby contributes to a better understanding of this important application of reasoning with uncertain and incomplete information.Article

Hartmann, Stephan and Haenni, R (2006) Modeling Partially Reliable Information Sources: A General Approach Based on Dempster-Shafer Theory.


Item Type:Article
Additional Information:Citation: Information Fusion (2006) 7: 361-379.
Subjects:Philosophy
Keywords:Probabilistic argumentation, Judgment aggregation
Divisions:Institute of Philosophy
Collections:London Philosophy Papers
Deposited By:Repository Administrator
Date Deposited:08 Oct 2010 11:59
Last Modified:12 Oct 2010 07:46
ItemID:1063
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