Key Author Analysis in 1 and 1.5 Degree Egocentric Collaboration Network

被引:0
|
作者
Bihari, Anand [1 ]
Tripathi, Sudhakar [1 ]
机构
[1] Natl Inst Technol Patna, Dept Comp Sci & Engn, Patna, Bihar, India
来源
COMPUTATIONAL INTELLIGENCE IN DATA MINING, CIDM 2016 | 2017年 / 556卷
关键词
Social network; Degree centrality; Closeness centrality; Egocentric network; Density; CENTRALITY;
D O I
10.1007/978-981-10-3874-7_17
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The evaluation of scientific performance of an individual author in the research community is based on total number of articles published, citation count, average citation count, h-index, etc. But generally research work is done by the group of researchers and the performance of individual may depends on the neighbors' researchers. So the evaluation of scientific impact of an individual will carry based on their immediate neighbors. In this paper, we form a 1 degree and 1.5 degree egocentric network of every node and convey the degree centrality, closeness centrality, and density to estimate the scientific efficacy of an individual. Finally, compare the results of all those types of network and found that the 1.5 degree egocentric networks are useful to appraise the performance of researchers.
引用
收藏
页码:173 / 180
页数:8
相关论文
共 50 条
  • [31] Exploring the Asthma Network in People with Allergic Rhinitis Utilizing an Egocentric Social Network Analysis
    Biljana Cvetkovski
    Rachel Tan
    Vicky Kritikos
    Kwok Yan
    Elizabeth Azzi
    Pamela Srour
    Sinthia Bosnic-Anticevich
    Pulmonary Therapy, 2019, 5 : 235 - 245
  • [32] Combining Egocentric Network Maps and Narratives: An Applied Analysis of Qualitative Network Map Interviews
    Altissimo, Alice
    SOCIOLOGICAL RESEARCH ONLINE, 2016, 21 (02):
  • [33] An Empirical Analysis of Developer Collaboration Network
    Peng, Chengxiang
    SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, PTS 1-4, 2013, 303-306 : 2177 - 2181
  • [34] Patterns of of collaboration in mHealth: A network analysis
    Capponi, Giovanna
    Corrocher, Nicoletta
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2022, 175
  • [35] Key nodes mining in the inventor-author knowledge diffusion network
    Zhang, Guijie
    Liu, Luning
    Wei, Fangfang
    SCIENTOMETRICS, 2019, 118 (03) : 721 - 735
  • [36] Patterns of collaboration in mHealth: A network analysis
    Capponi, Giovanna
    Corrocher, Nicoletta
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2022, 175
  • [37] Network analysis of collaboration in networked universities
    Meisel, Jose D.
    Montes, Felipe
    Ramirez, Angie M.
    Lemoine, Pablo D.
    Valdivia, Juan A.
    Zarama, Roberto
    KYBERNETES, 2022, 51 (04) : 1341 - 1364
  • [38] Scientific collaboration network analysis on biogas
    Matos Guimaraes, Claudio Marcelo
    Galvao, Viviane
    PERSPECTIVAS EM CIENCIA DA INFORMACAO, 2015, 20 (02): : 120 - 133
  • [39] Collaboration network analysis for competitive intelligence
    van der Pol, Johannes
    JOURNAL OF INTELLIGENCE STUDIES IN BUSINESS, 2021, 11 (03): : 17 - 26
  • [40] Exploratory key nodes in the inventor-author knowledge diffusion network
    Zhang, Guijie
    Wei, Fangfang
    Shao, Zhen
    PROCEEDINGS OF THE 51ST ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS), 2018, : 4243 - 4251