Title :
Measuring total uncertainty in Dempster-Shafer theory of Evidence: properties and behaviors
Author :
Abellan, Joaquin ; Moral, Serafin
Author_Institution :
Dept. of Comput. Sci. & Artificial Intell., Univ. of Granada, Granada
Abstract :
In this paper, we extend the set of" properties required for total uncertainty measures in the Dempster-Shafer theory of evidence (DST). For this purpose, we take into account properties and behaviors considered for these type of measures which have appeared in the literature. We analyze the differences between the main total uncertainty measures presented in DST in terms of their properties and behavior.
Keywords :
set theory; uncertainty handling; Dempster-Shafer theory of evidence; finite property set; total uncertainty measurement; Measurement uncertainty;
Conference_Titel :
Fuzzy Information Processing Society, 2008. NAFIPS 2008. Annual Meeting of the North American
Conference_Location :
New York City, NY
Print_ISBN :
978-1-4244-2351-4
Electronic_ISBN :
978-1-4244-2352-1
DOI :
10.1109/NAFIPS.2008.4531312
