Conflicts within and between Belief Functions

Authors: Milan Daniel
Publication year: 2010
Publication type: Konferenční příspěvek (mezinárodní konf.)
Periodical: Computational Intelligence for Knowledge-Based Systems Design
Projects: Logical Models of Reasoning with Vague Information
Bibliographic citation: DANIEL, Milan. Conflicts within and between Belief Functions. In: HÜLLERMEIER, E., KRUSE, R., HOFFMANN, F., eds. Computational Intelligence for Knowledge-Based Systems Design. Berlin: Springer, 2010, S. 696-705. Lecture Notes in Artificial Intelligence, 6178. ISBN 978-3-642-14048-8. ISSN 0302-9743
Dostupné z: doi:10.1007/978-3-642-14049-5_71
DOI: 10.1007/978-3-642-14049-5_71
ID: 354727

Abstract

This contribution deals with conflicts of belief functions. Internal conflicts of belief functions and conflicts between belief functions are described and analyzed here. Differences between belief functions are distinguished from conflicts between them. Three new different approaches to conflicts are presented: combinational, plausibility, and comparative. The presented approaches to conflicts are compared to Liu’s interpretation of conflicts.