Algorithms and Dynamical Models for Communities and by Vincent Traag PDF

By Vincent Traag

ISBN-10: 3319063901

ISBN-13: 9783319063904

ISBN-10: 3319360620

ISBN-13: 9783319360621

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 suggestion of resolution-limit-free. Remarkably, merely few equipment own this fascinating estate, and this thesis places ahead one such process. furthermore, it discusses how one can determine no matter if groups can take place accidentally or now not. One point that's usually missed during this box is taken care of the following: hyperlinks can be destructive, as in conflict or clash. in addition to tips on how to include this in neighborhood detection, it additionally examines the dynamics of such damaging hyperlinks, encouraged by way of a sociological thought often called social stability. This has fascinating 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 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 destructive 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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