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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Quality, Context, and Information Fusionses by allowing for refining estimates, explaining observations, constraining computations, and thereby improving the quality of inferences. At the same time, context utilization involves concerns about the quality of the contextual information and its relationship with the quality of information ob

ADORE

Analyzing Uncertain Tabular Datae, an analyst might impute missing values or detect and fuse duplicate records representing the same real-world entity. However, there are many situations where there are multiple possible candidate resolutions for a data quality issue, but there is not sufficient evidence for determining which of t

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Evaluating and Improving Data Fusion Accuracyformation product incorporates some level of data fusion. Poor implementation of data and information fusion will have an impact on many other key data processes, most particularly data quality management, data governance, and data analytics. In this chapter we focus on a particular type of data fus

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Decision-Aid Methods Based on Belief Function Theory with Application to Torrent Protectionia and is based on imperfect information. Classical Multi-Criteria Decision-Aiding methods (MCDAs) are restricted to precise criteria evaluation for decision-making under a risky environment and suffer of rank reversal problems. To bridge these gaps, several MCDAs have been recently developed within

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Data and Information Quality in Remote Sensing depending on data acquisition conditions, processing, and final product requirements. Therefore, regardless of the sensors, type of data, extracted information, and complementary algorithms, the quality assessment question is a pervading and particularly complex one. This chapter summarizes relevan

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Fake or Fact? Theoretical and Practical Aspects of Fake Newscuss the subject of truthfulness of messages and the perceived information quality of platforms. Some examples from the recent past demonstrate how fake news has played a role in a variety of scenarios. We conclude with remarks on how to tackle the phenomenon – to eradicate it will not be possible i

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Information Quality and Social Networkselations. There can also be implicit links between information sources that come from other It is vital for the fusion process and the ensuing decision-making to ensure that we have accurate estimates of the quality of various kinds of information. The quality of an information element has several c