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Fig. 2 | Applied Network Science

Fig. 2

From: Simulating systematic bias in attributed social networks and its effect on rankings of minority nodes

Fig. 2

Schematic representation of node attribute-based noise. We visualize the four different cases for node attribute-based noise for a homophilic network. In a, b we can see the two cases of group label congruence noise, inter-group noise on the left and intra-group noise on the right. In c, d we illustrate group label specific noise. If we define the majority as the specific group of interest, we can see majority affiliated noise on the left and minority affiliated noise on the right. Note that here we only show homophilic networks while we also consider neutral/heterophilic networks in our experiments

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