Eigenvector-like measures of centrality for asymmetric relations

被引:747
作者
Bonacich, P [1 ]
Lloyd, P [1 ]
机构
[1] Univ Calif Los Angeles, Dept Sociol, Los Angeles, CA 90095 USA
关键词
centrality; power; status; eigenvector;
D O I
10.1016/S0378-8733(01)00038-7
中图分类号
Q98 [人类学];
学科分类号
030303 ;
摘要
Eigenvectors of adjacency matrices are useful as measures of centrality or of status. However, they are misapplied to asymmetric networks in which some positions are unchosen. For these networks, an alternative measure of centrality is suggested that equals an eigenvector when eigenvectors can be used and provides meaningfully comparable results when they cannot. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:191 / 201
页数:11
相关论文
共 13 条
[1]   Centrality measures for disease transmission networks [J].
Bell, DC ;
Atkinson, JS ;
Carlson, JW .
SOCIAL NETWORKS, 1999, 21 (01) :1-21
[2]   FACTORING AND WEIGHTING APPROACHES TO STATUS SCORES AND CLIQUE IDENTIFICATION [J].
BONACICH, P .
JOURNAL OF MATHEMATICAL SOCIOLOGY, 1972, 2 (01) :113-120
[3]  
BONACICH P, 1987, AM J SOCIOL, V92, P1170, DOI 10.1086/228631
[4]   A rational choice model of network status [J].
Braun, N .
SOCIAL NETWORKS, 1997, 19 (02) :129-142
[5]   Social positions in influence networks [J].
Friedkin, NE ;
Johnsen, EC .
SOCIAL NETWORKS, 1997, 19 (03) :209-222
[6]   AN INPUT-OUTPUT APPROACH TO CLIQUE IDENTIFICATION [J].
HUBBELL, CH .
SOCIOMETRY, 1965, 28 (04) :377-399
[7]   Structural implications of the crossposting network of international news in cyberspace [J].
Kang, NW ;
Choi, JH .
COMMUNICATION RESEARCH, 1999, 26 (04) :454-481
[8]  
Katz L., 1953, Psychometrika, V18, P39, DOI DOI 10.1007/BF02289026
[9]   Centrality and power revisited: actor success in group decision making [J].
Mizruchi, MS ;
Potts, BB .
SOCIAL NETWORKS, 1998, 20 (04) :353-387
[10]   ROBUST ACTION AND THE RISE OF THE MEDICI, 1400-1434 [J].
PADGETT, JF ;
ANSELL, CK .
AMERICAN JOURNAL OF SOCIOLOGY, 1993, 98 (06) :1259-1319