Title :
Using Subjective Logic to Handle Uncertainty and Conflicts
Author :
Sensoy, Murat ; Pan, Jeff Z. ; Fokoue, Achille ; Srivatsa, Mudhakar ; Meneguzzi, Felipe
Author_Institution :
Univ. of Aberdeen, Aberdeen, UK
Abstract :
In coalition operations, information from different sources belong to different organisations have to be gathered and aggregated. The information from these resources may not be consistent. Inconsistencies in the gathered information creates severe uncertainties that hinders the usefulness of the information. In this paper, we have propose a Subjective Logic based approach for modelling the trustworthiness of information sources within a specific context. This model is used to handle inconsistencies through filtering information from less trustworthy sources.
Keywords :
information filtering; probabilistic logic; security of data; uncertainty handling; coalition operations; conflict handling; information filtering; information sources; subjective logic; trustworthiness; uncertainty handling; Context; Educational institutions; Equations; Knowledge based systems; Semantics; Taxonomy; Uncertainty; Conflict Resolution; Information Fusion; Trust;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on
Conference_Location :
Liverpool
Print_ISBN :
978-1-4673-2172-3
DOI :
10.1109/TrustCom.2012.294