Strategies for combining conflicting dogmatic beliefs

Audun Jøsang · Milan Daniel · P. Vannoorenberghe

76 citations0/0 files storedInternational Conference on Information Fusion (FUSION)

No readable copy stored yet — this record is metadata only.

No open-access location is known for this record yet.

Literature note Cite in a project Citation map

Multi-Criteria Decision Making Logic, Reasoning, and Knowledge Bayesian Modeling and Causal Inference

Abstract

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 DemspterShafer belief theory. This paper describes and compares methods for combining dogmatic or highly conflicting beliefs within this framework.

Paper brief

Loading…

Cite this work

Citation unavailable for this work.

BibTeX RIS CSL-JSON

No public copy is stored for this record, so only the metadata is cited.

Citations in this library

Citation map →

Stored only when both papers are in the corpus — 76 citations exist upstream.

References

1987On the dempster-shafer framework and new combination rules 1990The combination of evidence in the transferable belief model 2000Combining belief functions when evidence conflicts 1988Representation and combination of uncertainty with belief functions and possibility measures 2002Belief function combination and conflict management 1986A SET-THEORETIC VIEW OF BELIEF FUNCTIONS Logical operations and approximations by fuzzy sets†1991On the justification of Dempster's rule of combination 2002The consensus operator for combining beliefs

Cited by

2006Simplification and analysis of transitive trust networks 2006Exploring Different Types of Trust Propagation 2003PTM: A Pervasive Trust Management Model for Dynamic Open Environments ⁄2007Toward a combination rule to deal with partial conflict and specificity in belief functions theory 2009Cumulative and averaging fusion of beliefs 2010Belief functions combination without the assumption of independence of the information sources

Explore the map →

Papers that cite the same references — the relational fallback while embeddings are still backfilling.

Imported from OpenAlex (CC0) — nothing here is generated.