Loading [a11y]/accessibility-menu.js
Conflict Handling in Time-Dependent Subjective Networks | IEEE Conference Publication | IEEE Xplore

Conflict Handling in Time-Dependent Subjective Networks


Abstract:

With this work, we contribute novel operators and perspectives to the field of subjective logic. We propose a novel multi-source trust revision approach enabling multisou...Show More

Abstract:

With this work, we contribute novel operators and perspectives to the field of subjective logic. We propose a novel multi-source trust revision approach enabling multisource fusion, which considers majority tendencies to mitigate occurring conflicts. For this, the degree of conflict is extended for a multi-source use, which allows our definition of so-called conflict shares. Subsequently, combining our and existing trust revision methods, we propose a generalized trust revision approach. Extending trust revision to subjective networks describing time-dependent processes, we propose the use of sub subjective networks and further the transition to recursive subjective networks. Finally, our trust revision approach and the sub subjective network proposal are evaluated and demonstrated based on experiments, which show conflict handling favoring majorities and an efficient evaluation of time-dependent decision processes.
Date of Conference: 08-11 July 2024
Date Added to IEEE Xplore: 11 October 2024
ISBN Information:
Conference Location: Venice, Italy

Funding Agency:


Contact IEEE to Subscribe

References

References is not available for this document.