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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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2014.
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Σειρά: | Springer Theses, Recognizing Outstanding Ph.D. Research,
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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.