20.500.12556/RUL-128369
Generating global network structures by triad types
This paper addresses the question of whether one can generate networks with a given global structure (defined by selected blockmodels, i.e., cohesive, core-periphery, hierarchical, and transitivity), considering only different types of triads. Two methods are used to generate networks: (i) the newly proposed method of relocating links; and (ii) the Monte Carlo Multi Chain algorithm implemented in the ergm package in R. Most of the selected blockmodel types can be generated by considering all types of triads. The selection of only a subset of triads can improve the generated networks' blockmodel structure. Yet, in the case of a hierarchical blockmodel without complete blocks on the diagonal, additional local structures are needed to achieve the desired global structure of generated networks. This shows that blockmodels can emerge based only on local processes that do not take attributes into account.
algorithms
network analysis
statistical distributions
census
network motifs
Monte Carlo method
solvation
social networks
globalna omrežja
triade
true
false
true
Angleški jezik
Slovenski jezik
Članek v reviji
2021-07-09 14:33:17
2021-07-09 14:33:22
2022-09-07 04:14:45
0000-00-00 00:00:00
2018
0
0
24 str.
iss. 5, art. e0197514
Vol. 13
May 2018
0000-00-00
Zaloznikova
Objavljeno
NiDoloceno
0000-00-00
0000-00-00
0000-00-00
311
1932-6203
10.1371/journal.pone.0197514
35624541
RAZ_Cugmas_Marjan_2018.pdf
RAZ_Cugmas_Marjan_2018.pdf
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df941892-e0b1-11eb-a523-00155dcfd717
https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=145090
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0197514
0
d01e1fae-e0b1-11eb-a523-00155dcfd717
https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=145089
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