Strategies for combining conflicting dogmatic beliefs

被引：46

作者：

Josang, A ^{[1
]}

Daniel, M ^{[1
]}

Vannoorenberghe, P ^{[1
]}

机构：

[1] DSTC, Brisbane, Qld 4001, Australia

来源：

FUSION 2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE OF INFORMATION FUSION, VOLS 1 AND 2 | 2003年

关键词：

probability; belief theory; subjective logic; dogmatic belief; conflict; Dempster's rule;

D O I：

10.1109/ICIF.2003.177365

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];

摘要：

The combination of possibly conflicting beliefs and evidence forms an important part of various disciplines of artificial reasoning. In everyday discourse dogmatic beliefs are expressed by observers when they have a strong and rigid opinion about a subject of interest. Such beliefs can be expressed and formalised within the Demspter-Shafer belief theory. This paper describes and compares methods for combining dogmatic or highly conflicting beliefs within this framework.

引用

页码：1133 / 1140

页数：8

共 21 条

[1]

Cohen Martin, 1986, UNCERTAINTY ARTIFICI, V1

[2]

Associativity in combination of belief functions; a derivation of minC combination [J].