Books > Reference & Interdisciplinary > Communication studies > Decision theory
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Information Quality in Information Fusion and Decision Making (Hardcover, 1st ed. 2019)
Loot Price: R4,879
Discovery Miles 48 790
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Information Quality in Information Fusion and Decision Making (Hardcover, 1st ed. 2019)
Series: Information Fusion and Data Science
Expected to ship within 10 - 15 working days
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This book presents a contemporary view of the role of information
quality in information fusion and decision making, and provides a
formal foundation and the implementation strategies required for
dealing with insufficient information quality in building fusion
systems for decision making. Information fusion is the process of
gathering, processing, and combining large amounts of information
from multiple and diverse sources, including physical sensors to
human intelligence reports and social media. That data and
information may be unreliable, of low fidelity, insufficient
resolution, contradictory, fake and/or redundant. Sources may
provide unverified reports obtained from other sources resulting in
correlations and biases. The success of the fusion processing
depends on how well knowledge produced by the processing chain
represents reality, which in turn depends on how adequate data are,
how good and adequate are the models used, and how accurate,
appropriate or applicable prior and contextual knowledge is. By
offering contributions by leading experts, this book provides an
unparalleled understanding of the problem of information quality in
information fusion and decision-making for researchers and
professionals in the field.
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