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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Traag, Vincent (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
Σειρά:Springer Theses, Recognizing Outstanding Ph.D. Research,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.