Identifying Gender Specific Interaction Pattern: A Social Network Approach

被引:0
作者
Garg, Sangita [1 ]
Gandhi, Tapan K. [2 ]
Panigrahi, B. K. [2 ]
机构
[1] Indian Inst Technol, New Delhi, India
[2] Indian Inst Technol, Dept Elect Engn, New Delhi, India
来源
PROCEEDINGS OF THE 2018 IEEE 8TH INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC 2018) | 2018年
关键词
Social Network Analysis; Dyads formation; primary School Contacts; Dyadic Relationship; Contact network; Interaction pattern; Information diffusion; gender specific interactions; Students network; face to face interaction; Social contagion;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The objective of analysis is to identify gender specific interaction patterns in primary school children. The social network approach is taken for the purpose. Dyadic relationships formed as a result of face-to-face interaction between two children was analyzed quantitatively in the boundary of social network research. The strength of dyads was a key consideration to measure various temporal interaction behavior patterns such as dyadic churn rate, persistence rate, retention rate, new dyads. The analysis conducted was also a motivation to determine differentiating patterns w.r.t students' mobility and social collaboration ability with students of same and other gender. The variations in degree centrality measures for each node was also suggestive of the preference for gender and grade specific ties. The outcome of analysis was also fundamental in the phenomenon of social contagion and information diffusion.
引用
收藏
页码:168 / 173
页数:6
相关论文
共 16 条
  • [1] Bastian M., GEPHI OPEN SOURCE SO
  • [2] Fast unfolding of communities in large networks
    Blondel, Vincent D.
    Guillaume, Jean-Loup
    Lambiotte, Renaud
    Lefebvre, Etienne
    [J]. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2008,
  • [3] Network Analysis in the Social Sciences
    Borgatti, Stephen P.
    Mehra, Ajay
    Brass, Daniel J.
    Labianca, Giuseppe
    [J]. SCIENCE, 2009, 323 (5916) : 892 - 895
  • [4] The network structure of social capital
    Burt, RS
    [J]. RESEARCH IN ORGANIZATIONAL BEHAVIOR, VOL 22, 2000: AN ANNUAL SERIES OF ANALYTICAL ESSAYS AND CRITICAL REVIEWS, 2000, 22 : 345 - 423
  • [5] FRIENDSHIPS AND SOCIAL NETWORKS IN CHILDHOOD AND ADOLESCENCE - FLUIDITY, RELIABILITY, AND INTERRELATIONS
    CAIRNS, RB
    LEUNG, MC
    BUCHANAN, L
    CAIRNS, BD
    [J]. CHILD DEVELOPMENT, 1995, 66 (05) : 1330 - 1345
  • [6] The spread of obesity in a large social network over 32 years
    Christakis, Nicholas A.
    Fowler, James H.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2007, 357 (04) : 370 - 379
  • [7] CHILD-DEVELOPMENT AND PERSONAL SOCIAL NETWORKS
    COCHRAN, MM
    BRASSARD, JA
    [J]. CHILD DEVELOPMENT, 1979, 50 (03) : 601 - 616
  • [8] Fowler JH, 2008, BMJ-BRIT MED J, V337, DOI 10.1136/bmj.a2338
  • [9] CHILDRENS PERCEPTIONS OF THE PERSONAL RELATIONSHIPS IN THEIR SOCIAL NETWORKS
    FURMAN, W
    BUHRMESTER, D
    [J]. DEVELOPMENTAL PSYCHOLOGY, 1985, 21 (06) : 1016 - 1024
  • [10] Haythornthwaite C., 1996, LIB INFORM SCI REV, V18, P323, DOI [10.1016/S0740-8188(96)90003-1, DOI 10.1016/S0740-8188(96)90003-1]