Using subjective logic to handle uncertainty and conflicts

Murat Sensoy; Jeff Z. Pan; Achille Fokoue; Mudhakar Srivatsa; Felipe Meneguzzi

doi:10.1109/TrustCom.2012.294

Using subjective logic to handle uncertainty and conflicts

Murat Sensoy^*, Jeff Z. Pan, Achille Fokoue, Mudhakar Srivatsa, Felipe Meneguzzi

^*Corresponding author for this work

Computing Science

Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

12 Citations (Scopus)

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.

Original language	English
Title of host publication	Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012
Pages	1323-1326
Number of pages	4
DOIs	https://doi.org/10.1109/TrustCom.2012.294
Publication status	Published - 5 Nov 2012
Event	11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - Liverpool, United Kingdom Duration: 25 Jun 2012 → 27 Jun 2012

Conference

Conference	11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012
Country/Territory	United Kingdom
City	Liverpool
Period	25/06/12 → 27/06/12

Keywords

Conflict Resolution
Information Fusion
Trust

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10.1109/TrustCom.2012.294Licence: Unspecified

Cite this

Sensoy, M., Pan, J. Z., Fokoue, A., Srivatsa, M., & Meneguzzi, F. (2012). Using subjective logic to handle uncertainty and conflicts. In Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012 (pp. 1323-1326) https://doi.org/10.1109/TrustCom.2012.294

Using subjective logic to handle uncertainty and conflicts. / Sensoy, Murat; Pan, Jeff Z.; Fokoue, Achille et al.
Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012. 2012. p. 1323-1326.

Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

Sensoy, M, Pan, JZ, Fokoue, A, Srivatsa, M & Meneguzzi, F 2012, Using subjective logic to handle uncertainty and conflicts. in Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012. pp. 1323-1326, 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012, Liverpool, United Kingdom, 25/06/12. https://doi.org/10.1109/TrustCom.2012.294

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keywords = "Conflict Resolution, Information Fusion, Trust",

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AB - 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.

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Y2 - 25 June 2012 through 27 June 2012

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Using subjective logic to handle uncertainty and conflicts

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Keywords

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