Reconstruction of a real world social network using the Potts model and Loopy Belief Propagation

Reconstruction of a real world social network using the Potts model and Loopy Belief Propagation

The scope of this paper is to test the adoption of a statistical model derived from Condensed Matter Physics, aiming at the reconstruction of a networked structure from observations of the states of the nodes in the network.The inverse Potts model, normally applied to observations of quantum states,...

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Bibliographic Details
Main Authors: Cristian eBisconti, Angelo eCorallo, Laura eFortunato, Antonio Andrea Gentile, Andrea eMassafra, Piergiuseppe ePellè
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-11-01
Series:Frontiers in Psychology
Subjects:
inverse problem
social network analysis
network reconstruction
quantum structures
community detection
Potts Model
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.01698/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.01698/full

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