Abstract
This paper addresses the task of information scoring seen as measuring the degree of trust that can be invested in a piece of information. To this end, it proposes to model the trust building process as the sequential integration of relevant dimensions. It also proposes to formalise both the degree of trust and the process in an extended multivalued logic framework that distinguishes between an indifferent level and the actual impossibility to measure. To formalise the process, it proposes multivalued combination operators matching the desired behaviours.
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References
NATO: Annex to STANAG2022. Information handling system (1997)
Demolombe, R.: Reasoning about trust: a formal logical framework. In: Jensen, C., Poslad, S., Dimitrakos, T. (eds.) iTrust 2004. LNCS, vol. 2995, pp. 291–303. Springer, Heidelberg (2004)
Lesot, M.J., Delavallade, T., Pichon, F., Akdag, H., Bouchon-Meunier, B.: Proposition of a semi-automatic possibilistic information scoring process. In: Proc. of EUSFLAT 2011, pp. 949–956 (2011)
Besombes, J., Revault d’Allonnes, A.: An extension of STANAG2022 for information scoring. In: Proc. of the Int. Conf. on Information Fusion, pp. 1635–1641 (2008)
Revault d’Allonnes, A.: An architecture for the evolution of trust: Definition and impact of the necessary dimensions of opinion making. In: Capet, P., Delavallade, T. (eds.) Information Evaluation, pp. 261–292. Wiley (2014)
Pichon, F., Dubois, D., Denœux, T.: Relevance and truthfulness in information correction and fusion. IJAR 53, 159–175 (2011)
Capet, P., Revault d’Allonnes, A.: Information evaluation in the military domain: Doctrines, practices and shortcomings. In: Capet, P., Delavallade, T. (eds.) Information Evaluation, pp. 103–128. Wiley (2014)
Cholvy, L.: Information evaluation in fusion: a case study. In: Proc. of IPMU 2004, pp. 993–1000 (2004)
Cholvy, L.: Evaluation of information reported: a model in the theory of evidence. In: Hüllermeier, E., Kruse, R., Hoffmann, F. (eds.) IPMU 2010. CCIS, vol. 80, pp. 258–267. Springer, Heidelberg (2010)
Akdag, H., De Glas, M., Pacholczyk, D.: A qualitative theory of uncertainty. Fundamenta Informaticae 17, 333–362 (1992)
Seridi, H., Akdag, H.: Approximate Reasoning for Processing Uncertainty. J. of Advanced Comp. Intell. and Intell. Informatics 5, 110–118 (2001)
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d’Allonnes, A.R., Lesot, MJ. (2014). Formalising Information Scoring in a Multivalued Logic Framework. In: Laurent, A., Strauss, O., Bouchon-Meunier, B., Yager, R.R. (eds) Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2014. Communications in Computer and Information Science, vol 442. Springer, Cham. https://doi.org/10.1007/978-3-319-08795-5_33
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DOI: https://doi.org/10.1007/978-3-319-08795-5_33
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-08794-8
Online ISBN: 978-3-319-08795-5
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