Conflict management in information fusion with belief functions

A Martin - Information quality in information fusion and decision …, 2019 - Springer
Information quality in information fusion and decision making, 2019Springer
In information fusion, the conflict is an important concept. Indeed, combining several
imperfect experts or sources allows conflict. In the theory of belief functions, this notion has
been discussed a lot. The mass appearing on the empty set during the conjunctive
combination rule is generally considered as conflict, but that is not really a conflict. Some
measures of conflict have been proposed, and some approaches have been proposed in
order to manage this conflict or to decide with conflicting mass functions. We recall in this …
Abstract
In information fusion, the conflict is an important concept. Indeed, combining several imperfect experts or sources allows conflict. In the theory of belief functions, this notion has been discussed a lot. The mass appearing on the empty set during the conjunctive combination rule is generally considered as conflict, but that is not really a conflict. Some measures of conflict have been proposed, and some approaches have been proposed in order to manage this conflict or to decide with conflicting mass functions. We recall in this chapter some of them, and we propose a discussion to consider the conflict in information fusion with the theory of belief functions.
Springer
Showing the best result for this search. See all results