An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field

被引:1592
作者
Cobo, M. J. [1 ]
Lopez-Herrera, A. G. [1 ]
Herrera-Viedma, E. [1 ]
Herrera, F. [1 ]
机构
[1] Univ Granada, Dept Comp Sci & Artificial Intelligence, CITIC UGR Res Ctr Informat & Commun Technol, E-18071 Granada, Spain
关键词
Science mapping; Co-word analysis; Bibliometric studies; Fuzzy Sets Theory; Thematic evolution; h-Index; RESEARCH PERFORMANCE; CITATION ANALYSIS; WORD ANALYSIS; SCIENCE; MAPS; COCITATION; NETWORK; MODEL; SURFACTANTS; TECHNOLOGY;
D O I
10.1016/j.joi.2010.10.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents an approach to analyze the thematic evolution of a given research field. This approach combines performance analysis and science mapping for detecting and visualizing conceptual subdomains (particular themes or general thematic areas). It allows us to quantify and visualize the thematic evolution of a given research field. To do this, co-word analysis is used in a longitudinal framework in order to detect the different themes treated by the research field across the given time period. The performance analysis uses different bibliometric measures, including the h-index, with the purpose of measuring the impact of both the detected themes and thematic areas. The presented approach includes a visualization method for showing the thematic evolution of the studied field. Then, as an example, the thematic evolution of the Fuzzy Sets Theory field is analyzed using the two most important journals in the topic: Fuzzy Sets and Systems and IEEE Transactions on Fuzzy Systems. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:146 / 166
页数:21
相关论文
共 60 条
[1]   h-Index: A review focused in its variants, computation and standardization for different scientific fields [J].
Alonso, S. ;
Cabrerizo, F. J. ;
Herrera-Viedma, E. ;
Herrera, F. .
JOURNAL OF INFORMETRICS, 2009, 3 (04) :273-289
[2]  
[Anonymous], 1975, Ciencia da Informacao
[3]   The scientific network of surfactants:: Structural analysis [J].
Bailón-Moreno, R ;
Jurado-Alameda, E ;
Ruiz-Baños, R .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2006, 57 (07) :949-960
[4]   Analysis of the field of physical chemistry of surfactants with the Unified Scienctometric Model.: Fit of relational and activity indicators [J].
Bailón-Moreno, R ;
Jurado-Alameda, E ;
Ruiz-Baños, R ;
Courtial, JP .
SCIENTOMETRICS, 2005, 63 (02) :259-276
[5]   Visualizing knowledge domains [J].
Börner, K ;
Chen, CM ;
Boyack, KW .
ANNUAL REVIEW OF INFORMATION SCIENCE AND TECHNOLOGY, 2003, 37 :179-255
[6]  
BRAAM RR, 1991, J AM SOC INFORM SCI, V42, P252, DOI 10.1002/(SICI)1097-4571(199105)42:4<252::AID-ASI2>3.0.CO
[7]  
2-G
[8]   q2-Index: Quantitative and qualitative evaluation based on the number and impact of papers in the Hirsch core [J].
Cabrerizo, F. J. ;
Alonso, S. ;
Herrera-Viedma, E. ;
Herrera, F. .
JOURNAL OF INFORMETRICS, 2010, 4 (01) :23-28
[9]   Comparison of the maps of science [J].
Cahlik, T .
SCIENTOMETRICS, 2000, 49 (03) :373-387
[10]   Combining mapping and citation network analysis for a better understanding of the scientific development: The case of the absorptive capacity field [J].
Calero-Medina, Clara ;
Noyons, Ed C. M. .
JOURNAL OF INFORMETRICS, 2008, 2 (04) :272-279