Algorithms and Dynamical Models for Communities and Reputation in Social Networks

A persistent problem when finding communities in large complex networks is the so-called resolution limit. This thesis addresses this issue meticulously, and introduces the important notion of resolution-limit-free. Remarkably, only few methods possess this desirable property, and this thesis puts f...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Traag, Vincent (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Springer Theses, Recognizing Outstanding Ph.D. Research,
Subjects:
Graph theory.
Game theory.
Economic sociology.
Mathematics.
Social sciences.
Graph Theory.
Game Theory.
Economic Sociology.
Mathematics in the Humanities and Social Sciences.
Online Access:Texto Completo
Table of Contents:
  • Introduction
  • Part I Communities in Networks
  • Community Detection
  • Scale Invariant Community Detection
  • Finding Significant Resolutions
  • Modularity with Negative Links
  • Applications
  • Part II Social Balance & Reputation
  • Social Balance
  • Models of Social Balance
  • Evolution of Cooperation
  • Ranking Nodes Using Reputation.

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