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Fig. 1 | Applied Network Science

Fig. 1

From: Generating a heterosexual bipartite network embedded in social network

Fig. 1

Suppose the persons i and j are not currently social contacts in SocNetbut have three different common social contacts k0,k1, and k2 through different activities. They might be connected in the extended social network, ESocNet, when at least one of their common social contacts meet them within the same activity location. Suppose \(A_{ik_0}=A_{jk_0}=A_{ik_1}=A_{jk_1}=A\ne A_{ik_2}\ne A_{ik_2}\), that is, k0 meets i and j at the same location, similarly k1 meets i and j at the same location to k0’s, however, k2 meets them in different places. To compute \(p^A_i\) and \(p^A_j\) we only count the social contacts who meet them at the same location A, therefore, \(p^A_i=(T^A_{ik_0}+T^A_{ik_1})/{2}\), and \(p^A_j=(T^A_{jk_0}+T^A_{jk_1})/{2}\). Finally, the probability that i and j make an edge- are connected in the extended social network- is \(1-(1-p^A_ip^A_j)^{2}\)

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