Projecting signed two-mode networks

被引:2
|
作者
Schoch, David [1 ]
机构
[1] Univ Manchester, Mitchell Ctr Social Network Anal, Dept Sociol, Manchester M13 9PL, Lancs, England
来源
JOURNAL OF MATHEMATICAL SOCIOLOGY | 2021年 / 45卷 / 01期
关键词
Signed networks; balance theory; projections; ONE-MODE PROJECTION; STRUCTURAL BALANCE; BACKBONE; SPECTRUM;
D O I
10.1080/0022250X.2019.1711376
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Signed two-mode networks have so far predominantly been analyzed using blockmodeling techniques. In this work, we put forward the idea of projecting such networks onto its modes. Two projection methods are introduced which allow the application of known dichotomization tool for weighted networks to obtain a simple signed network. It turns out, however, that resulting networks may contain ambivalent ties, defined as conjunctions of positive and negative ties. We show that this requires the reformulation of matrices related to the network and introduce the complex adjacency and Laplacian matrix. These matrices are used to prove some properties related to balance theory including ambivalence.
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页码:37 / 50
页数:14
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