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Multilayer networks, in particular multilayer social networks,
where users belong to and interact on different networks at the
same time, are an active research area in social network analysis,
computer science, and physics. These networks have traditionally
been studied within these separate research communities, leading to
the development of several independent models and methods to deal
with the same set of problems. This book unifies and consolidates
existing practical and theoretical knowledge on multilayer networks
including data collection and analysis, modeling, and mining of
multilayer social network systems, the evolution of interconnected
social networks, and dynamic processes such as information
spreading. A single real dataset is used to illustrate the concepts
presented throughout the book, demonstrating both the practical
utility and the potential shortcomings of the various methods.
Researchers from all areas of network analysis will learn new
aspects and future directions of this emerging field.
Multilayer networks, in particular multilayer social networks,
where users belong to and interact on different networks at the
same time, are an active research area in social network analysis,
computer science, and physics. These networks have traditionally
been studied within these separate research communities, leading to
the development of several independent models and methods to deal
with the same set of problems. This book unifies and consolidates
existing practical and theoretical knowledge on multilayer networks
including data collection and analysis, modeling, and mining of
multilayer social network systems, the evolution of interconnected
social networks, and dynamic processes such as information
spreading. A single real dataset is used to illustrate the concepts
presented throughout the book, demonstrating both the practical
utility and the potential shortcomings of the various methods.
Researchers from all areas of network analysis will learn new
aspects and future directions of this emerging field.
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