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NET-EXPO

NET-EXPO is a Gelphi plugin that computes various types of network exposure metrics for the purpose of visualization exposure within a network for analysis. Currently network exposure model (Marsden, et al. 1993, Burt, 1987, Valente, 1996, 2005), affiliation exposure model (Fujimoto, et al., 2011, 2012), and limited support for decomposition exposure model (Fujimoto, 2012, Fujimoto, et al., 2013) are supported.

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https://github.com/UTH-Tuan/NET-EXPO/releases/download/v0.5beta/netexpo-0.5.0.nbm

CITATIONS

Amith M.., Fujimoto K., Tao C. (2019) NET-EXPO: A Gephi Plugin Towards Social Network Analysis of Network Exposure for Unipartite and Bipartite Graphs. In: Stephanidis C. (eds) HCI International 2019 - Posters. HCII 2019. Communications in Computer and Information Science, vol 1034. Springer, Cham

REFRENCES

Network exposure model

*Marsden, P.V., Friedkin, N.E.: Network studies of social influence. Sociological Methods & Research 22(1) (1993) 127–151.

*Burt, R.S.: Social contagion and innovation: Cohesion versus structural equivalence. American journal of Sociology 92(6) (1987) 1287–1335.

*Valente, T.W.: Network models of the diffusion of innovations. Computational & Mathematical Organization Theory 2(2) (1996) 163–164

*Valente, T.W.: Network models and methods for studying the diffusion of innovations. Models and methods in social network analysis 28 (2005) 98

Affiliation exposure model

*Fujimoto, K., Chou, C.P., Valente, T.W.: The Network Autocorrelation Model using Two-mode Data: Affiliation Exposure and Potential Bias in the Autocorre- lation Parameter. Social networks 33(3) (July 2011) 231–243

*Fujimoto, K., Unger, J.B., Valente, T.W.: A network method of measuring affiliation-based peer influence: Assessing the influences of teammates’ smoking on adolescent smoking. Child Development 83(2) (2012) 442–451

Decomposition exposure model

*Fujimoto, K.: Using Mixed-Mode Networks to Disentangle Multiple Sources of Social Influence. In Yang, S.J., Greenberg, A.M., Endsley, M., eds.: Social Computing, Behavioral - Cultural Modeling and Prediction, Berlin, Heidelberg, Springer Berlin Heidelberg (2012) 214–221

*Fujimoto,K.,Wang,P.,Valente,T.W.:The decomposed affiliation exposure model: A network approach to segregating peer influences from crowds and organized sports. Network Science 1(2) (2013) 154–169

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Gephi plugin for network exposure models

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