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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, for the reconstruction of the structure of a social network. The inverse Potts model, traditionally applied to recursive observations of quantum states in an ensemble of particles, is here a...

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Detalles Bibliográficos
Autores principales: Bisconti, Cristian, Corallo, Angelo, Fortunato, Laura, Gentile, Antonio A., Massafra, Andrea, Pellè, Piergiuseppe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4637411/
https://www.ncbi.nlm.nih.gov/pubmed/26617539
http://dx.doi.org/10.3389/fpsyg.2015.01698