Network-Oriented Modeling of Multi-criteria Homophily and Opinion Dynamics in Social Media

Abstract

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Using Multilevel Network Reification to Model Second-Order Adaptive Bonding by Homophily

“…This is left for a future enterprise. An extension to a first-order adaptive network for bonding by multicriteria homophily was addressed in (Kozyreva et al 2018). This also could be developed further to a second-order adaptive network model.…”

A Second-Order Adaptive Agent Network Model for Social Dynamics in a Classroom Setting

“…2. A number of studies have shown that this computational modeling method can be used to model a variety of social networks; e.g., [3,4,8,11,18]. Together with the scientific domain literature indicated above, this modeling perspective provides an adequate multidisciplinary research background for the work reported here.…”

“…Several examples of combination functions in adaptive temporal-causal networks are used in literature such as [3,8,11]; see Table 3 for some of them. The first is the identity id(.)…”

Mathematical analysis of the emergence of communities based on coevolution of social contagion and bonding by homophily

“…So, in some cases, or for some types of persons the slow change close to 0 or 1 as shown by slhomo σ,τ (..) or sqhomo σ,τ (..) may even be more plausible. Note that in (Kozyreva et al 2018) a slightly different multicriteria variant of the simple linear homophily function was used that takes into account multiple states in the similarity measure: instead of | V 1 -V 2 | for 1 criterion, for k criteria the following Euclidean distance formula is used to measure similarity:…”