Risks of Friendships on Social Networks

被引:14
作者
Akcora, Cuneyt Gurcan [1 ]
Carminati, Barbara [1 ]
Ferrari, Elena [1 ]
机构
[1] Univ Insubria, DISTA, Varese, Italy
来源
12TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2012) | 2012年
关键词
D O I
10.1109/ICDM.2012.57
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we explore the risks of friends in social networks caused by their friendship patterns, by using real life social network data and starting from a previously defined risk model. Particularly, we observe that risks of friendships can be mined by analyzing users' attitude towards friends of friends. This allows us to give new insights into friendship and risk dynamics on social networks.
引用
收藏
页码:810 / 815
页数:6
相关论文
共 14 条
[11]   Birds of a feather: Homophily in social networks [J].
McPherson, M ;
Smith-Lovin, L ;
Cook, JM .
ANNUAL REVIEW OF SOCIOLOGY, 2001, 27 :415-444
[12]  
Melville P., 2011, Encyclopedia of Machine Learning, P829
[13]  
Myers R. H., 1990, CLASSICAL MODERN REG, V488
[14]  
Thomas K, 2010, LECT NOTES COMPUT SC, V6205, P236, DOI 10.1007/978-3-642-14527-8_14