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
  • [1] A New Method for Key Author Analysis in Research Professionals' Collaboration Network
    Bihari, Anand
    Tripathi, Sudhakar
    ADVANCED COMPUTING AND SYSTEMS FOR SECURITY, VOL 3, 2017, 567 : 133 - 143
  • [2] Key Author Analysis in Research Professionals' Collaboration Network Based on Collaborative Index
    Bihari, Anand
    Tripathi, Sudhakar
    ADVANCED COMPUTING AND COMMUNICATION TECHNOLOGIES, 2018, 562 : 233 - 241
  • [3] 1.5D Egocentric Dynamic Network Visualization
    Shi, Lei
    Wang, Chen
    Wen, Zhen
    Qu, Huamin
    Lin, Chuang
    Liao, Qi
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2015, 21 (05) : 624 - 637
  • [4] Key Community Analysis In Scientific Collaboration Network
    Kumari, Annu
    Singh, Shailendra Narayan
    Bihari, Anand
    Tripathi, Sudhakar
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2017, : 675 - 680
  • [5] Innovation Group in Author Collaboration Network
    Wang Fu-sheng
    Li Wen-jing
    Yang Hong-yong
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 4435 - +
  • [6] Temporal Analysis of Author Ranking Using Citation-Collaboration Network
    Paul, Partha Sarathi
    Kumar, Vickey
    Choudhury, Prasenjit
    Nandi, Subrata
    2015 7TH INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORKS IEEE COMSNETS 2015, 2015,
  • [7] A study on the author collaboration network in big data*
    Yufang Peng
    Jin Shi
    Marcelo Fantinato
    Jing Chen
    Information Systems Frontiers, 2017, 19 : 1329 - 1342
  • [8] A study on the author collaboration network in big data*
    Peng, Yufang
    Shi, Jin
    Fantinato, Marcelo
    Chen, Jing
    INFORMATION SYSTEMS FRONTIERS, 2017, 19 (06) : 1329 - 1342
  • [9] Key Researcher Analysis in Scientific Collaboration Network Using Eigenvector Centrality
    Bihari, Anand
    Tripathi, Sudhakar
    RECENT FINDINGS IN INTELLIGENT COMPUTING TECHNIQUES, VOL 1, 2019, 707 : 501 - 508
  • [10] The ripple effect of retraction on an author's collaboration network
    Sharma, Kiran
    Mukherjee, Satyam
    JOURNAL OF COMPUTATIONAL SOCIAL SCIENCE, 2024, 7 (02): : 1519 - 1531