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Vincent Traag's Algorithms and Dynamical Models for Communities and PDF

By Vincent Traag

A continual challenge whilst discovering groups in huge advanced networks is the so-called solution restrict. This thesis addresses this factor meticulously, and introduces the $64000 concept of resolution-limit-free. Remarkably, basically few equipment own this fascinating estate, and this thesis places ahead one such procedure. additionally, it discusses easy methods to check even if groups can ensue unintentionally or no longer. One point that's usually overlooked during this box is handled right here: hyperlinks is usually detrimental, as in battle or clash. along with tips on how to comprise this in group detection, it additionally examines the dynamics of such adverse hyperlinks, encouraged via a sociological concept often called social stability. This has exciting connections to the evolution of cooperation, suggesting that for cooperation to emerge, teams frequently break up in opposing factions. as well as those theoretical contributions, the thesis additionally includes an empirical research of the impact of buying and selling groups on overseas clash, and the way groups shape in a quotation community with optimistic and unfavourable 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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