Algorithms and Dynamical Models for Communities and - download pdf or read online

By Vincent Traag

ISBN-10: 3319063901

ISBN-13: 9783319063904

ISBN-10: 3319360620

ISBN-13: 9783319360621

A chronic challenge whilst discovering groups in huge complicated networks is the so-called solution restrict. This thesis addresses this factor meticulously, and introduces the $64000 thought of resolution-limit-free. Remarkably, simply few tools own this fascinating estate, and this thesis places ahead one such procedure. in addition, it discusses the right way to investigate even if groups can ensue unintentionally or now not. One element that's frequently neglected during this box is taken care of the following: hyperlinks is additionally adverse, as in struggle or clash. in addition to how you can comprise this in neighborhood detection, it additionally examines the dynamics of such detrimental hyperlinks, encouraged by way of a sociological idea often called social stability. This has exciting connections to the evolution of cooperation, suggesting that for cooperation to emerge, teams frequently cut up in opposing factions. as well as those theoretical contributions, the thesis additionally comprises an empirical research of the influence of buying and selling groups on foreign clash, and the way groups shape in a quotation community with confident and detrimental links.

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Algorithms and Dynamical Models for Communities and Reputation in Social Networks (Springer Theses) by Vincent Traag

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