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Books > Computing & IT > Applications of computing > Databases > Data mining
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Visual Analysis of Multilayer Networks (Paperback)
Loot Price: R1,277
Discovery Miles 12 770
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Visual Analysis of Multilayer Networks (Paperback)
Series: Synthesis Lectures on Visualization
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The emergence of multilayer networks as a concept from the field of
complex systems provides many new opportunities for the
visualization of network complexity, and has also raised many new
exciting challenges. The multilayer network model recognizes that
the complexity of relationships between entities in real-world
systems is better embraced as several interdependent subsystems (or
layers) rather than a simple graph approach. Despite only recently
being formalized and defined, this model can be applied to problems
in the domains of life sciences, sociology, digital humanities, and
more. Within the domain of network visualization there already are
many existing systems, which visualize data sets having many
characteristics of multilayer networks, and many techniques, which
are applicable to their visualization. In this Synthesis Lecture,
we provide an overview and structured analysis of contemporary
multilayer network visualization. This is not only for researchers
in visualization, but also for those who aim to visualize
multilayer networks in the domain of complex systems, as well as
those solving problems within application domains. We have explored
the visualization literature to survey visualization techniques
suitable for multilayer network visualization, as well as tools,
tasks, and analytic techniques from within application domains. We
also identify the research opportunities and examine outstanding
challenges for multilayer network visualization along with
potential solutions and future research directions for addressing
them.
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