Interrelations among scientific fields and their relative influences revealed by an input-output analysis

被引:20
作者
Shen, Zhesi [1 ]
Yang, Liying [2 ]
Pei, Jiansuo [3 ]
Li, Menghui [4 ]
Wu, Chensheng [4 ]
Bao, Jianzhang [1 ]
Wei, Tian [1 ]
Di, Zengru [1 ]
Rousseau, Ronald [5 ]
Wu, Jinshan [1 ]
机构
[1] Beijing Normal Univ, Sch Syst Sci, Beijing 100875, Peoples R China
[2] Chinese Acad Sci, Natl Sci Lib, Beijing 100190, Peoples R China
[3] Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
[4] Beijing Inst Sci & Technol Intelligence, Beijing 100044, Peoples R China
[5] Katholieke Univ Leuven, Dept Math, B-3000 Leuven, Belgium
关键词
Informetrics; Economics; Input-output analysis; Physics; PAGERANK;
D O I
10.1016/j.joi.2015.11.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we try to answer two questions about any given scientific discipline: first, how important is each subfield and second, how does a specific subfield influence other subfields? We modify the well-known open-system Leontief Input-Output Analysis in economics into a closed-system analysis focusing on eigenvalues and eigenvectors and the effects of removing one subfield. We apply this method to the subfields of physics. This analysis has yielded some promising results for identifying important subfields (for example the field of statistical physics has large influence while it is not among the largest subfields) and describing their influences on each other (for example the subfield of mechanical control of atoms is not among the largest subfields cited by quantum mechanics, but our analysis suggests that these fields are strongly connected). This method is potentially applicable to more general systems that have input-output relations among their elements. (C) 2015 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:82 / 97
页数:16
相关论文
共 16 条
[1]  
Barabasi, 2015, NETW SCI
[2]   The Eigenfactor™ Metrics [J].
Bergstrom, Carl T. ;
West, Jevin D. ;
Wiseman, Marc A. .
JOURNAL OF NEUROSCIENCE, 2008, 28 (45) :11433-11434
[3]   The anatomy of a large-scale hypertextual Web search engine [J].
Brin, S ;
Page, L .
COMPUTER NETWORKS AND ISDN SYSTEMS, 1998, 30 (1-7) :107-117
[4]   Finding scientific gems with Google's PageRank algorithm [J].
Chen, P. ;
Xie, H. ;
Maslov, S. ;
Redner, S. .
JOURNAL OF INFORMETRICS, 2007, 1 (01) :8-15
[5]   Outsourcing CO2 within China [J].
Feng, Kuishuang ;
Davis, Steven J. ;
Sun, Laixiang ;
Li, Xin ;
Guan, Dabo ;
Liu, Weidong ;
Liu, Zhu ;
Hubacek, Klaus .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (28) :11654-11659
[6]   PageRank: Standing on the Shoulders of Giants [J].
Franceschet, Massimo .
COMMUNICATIONS OF THE ACM, 2011, 54 (06) :92-101
[7]  
JST, 2015, JAP SCI TECHN AG TEC
[8]  
Leontief W., 1941, STRUCTURE AM EC
[9]   Bringing PageRank to the citation analysis [J].
Ma, Nan ;
Guan, Jiancheng ;
Zhao, Yi .
INFORMATION PROCESSING & MANAGEMENT, 2008, 44 (02) :800-810
[10]  
Miller R., 2009, INPUTOUTPUT ANALYSIS