Abstract:
The paper considers two approaches to construction and study of social networks models: the macro- and micro-descriptions. In accordance with the first approach the structure of connections in social network is averaged. The behavior of agents is considered in “average”. The second approach takes into account the structure of agents influence graph and their individual decision-making. A comparison of these two approaches on the example of the threshold model of collective behavior with one relative threshold is given.
Keywords:
random graph, social network, consensus, collective behavior, thresholds.
Citation:
V. V. Breer, D. A. Novikov, A. D. Rogatkin, “Micro- and macro-models of social networks. Part 1. Theory fundamentals”, Probl. Upr., 2014, no. 5, 28–33; Automation and Remote Control, 77:2 (2016), 313–320
This publication is cited in the following 10 articles:
V. V. Breer, “Porogovye modeli boevykh deistvii”, UBS, 84 (2020), 35–50
I. M. Azhmukhamedov, D. A. Machueva, “Mikro- i makromodeli protsessa informatsionnogo vzaimodeistviya v sotsialnykh sistemakh”, Vestn. Astrakhan. gos. tekhn. un-ta. Ser. upravlenie, vychisl. tekhn. inform., 2019, no. 1, 107–118
O. P. Kuznetsov, “Stationary ensembles in threshold networks”, Autom. Remote Control, 78:3 (2017), 475–489
A. D. Rogatkin, “Otsenka veroyatnosti redkikh sobytii v povedenii tolpy”, UBS, 63 (2016), 106–128
I. N. Barabanov, D. A. Novikov, “Dynamic models of mob excitation control in discrete time”, Autom. Remote Control, 77:10 (2016), 1792–1804
A. D. Rogatkin, “Large deviations in the social systems with threshold conform behavior”, Autom. Remote Control, 77:12 (2016), 2205–2211
V. V. Breer, D. A. Novikov, A. D. Rogatkin, “Modeli porogovogo kollektivnogo povedeniya v zadachakh upravleniya ekologo-ekonomicheskimi sistemami”, UBS, 55 (2015), 35–54
O. P. Kuznetsov, “Complex networks and activity spreading”, Autom. Remote Control, 76:12 (2015), 2091–2109
V. V. Breer, D. A. Novikov, A. D. Rogatkin, “Stochastic models of mob control”, Autom. Remote Control, 77:5 (2016), 895–913
A. V. Batov, V. V. Breer, D. A. Novikov, A. D. Rogatkin, “Macro- and micromodels of social networks. Part 2. Identification and imitational experiments”, Automation and Remote Control, 77:2 (2016), 321–331