Application of semantic technology for social network analysis in the sciences

被引:21
|
作者
Mika, Peter
Elfring, Tom
Groenewegen, Peter
机构
[1] Vrije Univ Amsterdam, Dept Comp Sci, NL-1081 HV Amsterdam, Netherlands
[2] Vrije Univ Amsterdam, Dept Publ Adm & Org Sci, Amsterdam, Netherlands
关键词
D O I
10.1007/s11192-006-0081-5
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The use of electronic data is steadily gaining ground in the study of the social organization of scientific and research communities, decreasing the researcher's reliance on commercial databases of bibliographic entries, patents grants and other manually constructed records of scientific works. In our work we provide a methodological innovation based on semantic technology for dealing with heterogeneity in electronic data sources. We demonstrate the use of our electronic system for data collection and aggregation through a study of the Semantic Web research community. Using methods of network analysis, we confirm the effect of Structural Holes and provide novel explanations of scientific performance based on cognitive diversity in social networks.
引用
收藏
页码:3 / 27
页数:25
相关论文
共 50 条
  • [41] SEMANTIC ANALYSIS PROCEDURES IN SCIENCES OF MAN
    GARDIN, JC
    SOCIAL SCIENCE INFORMATION SUR LES SCIENCES SOCIALES, 1969, 8 (01): : 17 - 42
  • [42] Towards a semantic social network
    Camarillo R., Pablo
    Sanchez L., Abraham
    Nunez R., David
    2013 23RD INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND COMPUTING (CONIELECOMP), 2013, : 74 - 77
  • [43] APPLICATION OF SOCIAL SCIENCES TO HISTORY
    MORAZE, C
    JOURNAL OF CONTEMPORARY HISTORY, 1968, 3 (02) : 207 - 215
  • [44] An relational model based semantic network knowledge representation technology and its application
    Li, Yuexin
    Xiao, Rong
    Ke, Deyuan
    Fu, Zhongwang
    2014 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI 2014), 2014, : 100 - 106
  • [45] Predicting Politician's Supporters' Network on Twitter Using Social Network Analysis and Semantic Analysis
    Khan, Asif
    Zhang, Huaping
    Shang, Jianyun
    Boudjellal, Nada
    Ahmad, Arshad
    Ali, Asmat
    Dai, Lin
    SCIENTIFIC PROGRAMMING, 2020, 2020
  • [46] COMPARATIVE ANALYSIS OF ACADEMIC PRODUCTIVITY OF SOCIAL SCIENCES, HUMANITIES AND ENGINEERING AND TECHNOLOGY
    Ramirez Martinez, Diana Cristina
    Palacios-Chavarro, Janneth-A
    Castellanos Dominguez, Oscar Fernando
    PRISMA SOCIAL, 2019, (27): : 20 - 39
  • [47] INFORMATION TECHNOLOGY AND THE SOCIAL-SCIENCES
    GARFIELD, E
    CURRENT CONTENTS, 1988, (46): : 3 - 9
  • [48] HIGH TECHNOLOGY AND THE SOCIAL-SCIENCES
    ZUICHES, JJ
    SCIENCE, 1983, 220 (4599) : 779 - 779
  • [49] ETHOLOGY, TECHNOLOGY, AND THE SOCIAL-SCIENCES
    TENNOV, D
    JACOBSON, J
    HILL, NL
    POLITICS AND THE LIFE SCIENCES, 1983, 2 (01) : 31 - 33
  • [50] Conceptual analysis of Node application Program of Semantic Reasoning Network
    Ping, Shi Yun
    Ping, S. Y. (syp@xupt.edu.cn), 2013, International Frequency Sensor Association, 46 Thorny Vineway, Toronto, ON M2J 4J2, Canada (159): : 167 - 173