Several definitions of clustering coefficient for weighted networks have been proposed in literature, but less attention has been paid to both weighted and directed networks. We provide a new local clustering coefficient for this kind of networks, starting from those already existing in the literature for the weighted and undirected case. Furthermore, we extract from our coefficient four specific components, in order to separately consider different link patterns of triangles. Empirical applications on several real networks from different frameworks and with different order are provided. The performance of our coefficient is also compared with that of existing coefficients.

Clemente, G., Grassi, R. (2018). Directed clustering in weighted networks: A new perspective. CHAOS, SOLITONS AND FRACTALS, 107, 26-38 [10.1016/j.chaos.2017.12.007].

Directed clustering in weighted networks: A new perspective

Grassi, R.
2018

Abstract

Several definitions of clustering coefficient for weighted networks have been proposed in literature, but less attention has been paid to both weighted and directed networks. We provide a new local clustering coefficient for this kind of networks, starting from those already existing in the literature for the weighted and undirected case. Furthermore, we extract from our coefficient four specific components, in order to separately consider different link patterns of triangles. Empirical applications on several real networks from different frameworks and with different order are provided. The performance of our coefficient is also compared with that of existing coefficients.
Articolo in rivista - Articolo scientifico
Clustering coefficient; Complex networks; Directed graphs; Weighted networks;
Complex networks; Clustering coefficient; Weighted networks; Directed graphs
English
20-dic-2017
2018
107
26
38
reserved
Clemente, G., Grassi, R. (2018). Directed clustering in weighted networks: A new perspective. CHAOS, SOLITONS AND FRACTALS, 107, 26-38 [10.1016/j.chaos.2017.12.007].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/178059
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