An adaptive temporal-causal network model for social networks based on the homophily and more-becomes-more principle

被引:7
作者
van den Beukel, Sven [1 ]
Goos, Simon H. [1 ]
Treur, Jan [1 ]
机构
[1] Vrije Univ Amsterdam, Dept Comp Sci, Behav Informat Grp, Boelelaan 1081, NL-1081 HV Amsterdam, Netherlands
关键词
Homophily; More becomes more; Temporal-causal networks; Alcohol; Tobacco; FUZZY-SETS; CONTEXT; EMERGENCE;
D O I
10.1016/j.neucom.2018.06.091
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study describes the use of adaptive temporal-causal networks to model and simulate the development of mutually interacting opinion states and connections between individuals in social networks. The focus is on adaptive networks combining the homophily principle with the more becomes more principle. The model has been used to analyse a data set concerning opinions about the use of alcohol and tobacco, and friendship relations. The achieved results provide insights in the potential of the approach. (C) 2019 The Author(s). Published by Elsevier B.V.
引用
收藏
页码:361 / 371
页数:11
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