基于随机行动者模型及iView分析的大学生朋友关系研究  

Study of College Students’ Friendships by Stochastic Actor-Oriented Models and iView Analysis

作　　者：王灿[1,2,3] 唐锡晋 WANG Can;TANG Xijin(Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190;University of Chinese Academy of Sciences, Beijing 100049;Shijiazhuang Tiedao University, Shijiazhuang 050043)

机构地区：[1]中国科学院数学与系统科学研究院,北京100190 [2]中国科学院大学,北京100049 [3]石家庄铁道大学,石家庄050043

出　　处：《系统科学与数学》2018年第2期163-176,共14页Journal of Systems Science and Mathematical Sciences

基　　金：国家重点研发计划基金项目(2016YFB1000902);国家自然科学基金(61473284,71731002)资助课题

摘　　要：在对两个本科生班级分别进行五期的追踪调查后,文章应用随机行动者模型探索影响大学生朋友网络演化的潜在因素.在各种潜在影响因素中,文章研究关注中国大学生的社会属性、行为属性和认知属性对朋友网络的影响.问卷中引入词汇联想,并将被试的联想词按照情感极性进行标注,以考察认知属性对大学生朋友关系的影响.文章进一步应用定性综合集成支持技术iView分析探测学生的认知差异.对考察学生交友的问卷调查结果采用随机行动者模型和iView分析能够揭示大学生人际交往机理及个体差异,期待该方式有助于高校学生管理.After taking longitudinal surveys toward students＇ friendships from 2 classes at one college, we conduct stochastic actor-oriented models to explore potential influences on college students＇ friendship. We focus on testing the effects of Chinese college students＇ social attributes, behaviors and cognitions. Word association is applied to acquire the relevant knowledge of the students. We label the associated words by their sentiment polarity and test the cognitive effects on the college students＇ friendships. We also take iView analysis to explore the cognition structure of the students. Such a study by stochastic actor-oriented models and iView analysis aims to find out the principles of college students friendships as well as individual differences,and may be helpful toward college students management.

关 键 词：社会网络 随机行动者模型 SIENA 词汇联想 iView分析 高校学生 

分 类 号：G645.5[文化科学—高等教育学]