Titlebook: Information Quality in Information Fusion and Decision Making; Éloi Bossé,Galina L. Rogova Book 2019 Springer Nature Switzerland AG 2019 u

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Information Quality in Fusion-Driven Human-Machine Environmentssing a large amount of heterogeneous multimedia and multispectral information of variable quality coming from geographically distributed sources. Successful collection and processing of such information strongly depend on the success of being aware of, and compensating for, insufficient information

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Quality of Information Sources in Information Fusionins to the source relevance. In this chapter, other facets of source quality are considered, leading to a general approach to information correction and fusion for belief functions. In particular, the case where sources may partially lack truthfulness is deeply investigated. As a result, Shafer’s di

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Using Quality Measures in the Intelligent Fusion of Probabilistic Informationertainty in the fused value and the use of credible sources. We first introduce a vector representation for a probability distribution. With the aid of the Gini formulation of entropy, we show how the norm of the vector provides a measure of the certainty, i.e., information, associated with a probab

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Conflict Management in Information Fusion with Belief Functionsbelief functions, this notion has been discussed a lot. The mass appearing on the empty set during the conjunctive combination rule is generally considered as conflict, but that is not really a conflict. Some measures of conflict have been proposed, and some approaches have been proposed in order to

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Assessing the Usefulness of Information in the Context of Coalition Operationssely, when an agent expresses a need of information, we suggest sending only the information that is the most useful for this particular agent to act. This requires the characterization of “the most useful information.” The model described in this chapter defines a degree of usefulness of a piece of

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Fake or Fact? Theoretical and Practical Aspects of Fake Newsg back to historical times, for which written accounts exist and probably much beyond. Referring to it as . seems futile, as there’s probably never been an era of truth when it comes to news. More recently, however, the technical means and the widespread use of social media have propelled the phenom

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Information Quality and Social Networksieve this by building situation representations. These situation representations are often in the form of graphs or networks, e.g. they consist of nodes, edges and attributes attached to the nodes or edges. In addition to these situation representation networks, there can also be computational netwo