Logotipo ImpactU
Autor

On the formation of structure in growing networks

Acceso Abierto
ID Minciencias: ART-0001227971-36
Ranking: ART-ART_A1

Abstract:

Based on the formation of triad junctions, the proposed mechanism generates networks that exhibit extended rather than single power law behavior. Triad formation guarantees strong neighborhood clustering and community-level characteristics as the network size grows to infinity. The asymptotic behavior is of interest in the study of directed networks in which (i) the formation of links cannot be described according to the principle of preferential attachment; (ii) the in-degree distribution fits a power law for nodes with a high degree and an exponential form otherwise; (iii) clustering properties emerge at multiple scales and depend on both the number of links that newly added nodes establish and the probability of forming triads; and (iv) groups of nodes form modules that feature less links to the rest of the nodes.

Tópico:

Complex Network Analysis Techniques

Citaciones:

Citations: 20
20

Citaciones por año:

Altmétricas:

Paperbuzz Score: 0
0

Información de la Fuente:

SCImago Journal & Country Rank
FuenteJournal of Statistical Mechanics Theory and Experiment
Cuartil año de publicaciónNo disponible
Volumen2013
Issue06
PáginasP06010 - P06010
pISSNNo disponible
ISSN1742-5468

Enlaces e Identificadores:

Artículo de revista