Subject clustering analysis based on ISI category classification

被引：53

作者：

Zhang, Lin ^{[1
,2
]}

Liu, Xinhai ^{[3
,4
]}

Janssens, Frizo ^{[1
,3
]}

Liang, Liming ^{[2
,5
]}

Glanzel, Wolfgang ^{[1
,6
]}

机构：

[1] Katholieke Univ Leuven, Ctr R&D Monitoring, Dept MSI, Leuven, Belgium

[2] Dalian Univ Technol, WISE Lab, Dalian, Peoples R China

[3] Katholieke Univ Leuven, ESAT SCD, Leuven, Belgium

[4] Wuhan Univ Sci & Technol, CISE & ERCMAMT, Wuhan, Peoples R China

[5] Henan Normal Univ, Inst Sci Technol & Soc, Xinxiang, Peoples R China

[6] Hungarian Acad Sci, IRPS, Budapest, Hungary

来源：

JOURNAL OF INFORMETRICS | 2010年 / 4卷 / 02期

关键词：

Journal classification; Cross-citation network; Multi-level Aggregation Method; JOURNAL CITATION RELATIONS; SCIENCE;

D O I：

10.1016/j.joi.2009.11.005

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

The study focuses on the analysis of the information flow among the ISI subject categories and aims at finding an appropriate field structure of the Web of Science using the subject clustering algorithm developed in previous studies. The clustering journals and ISI subject categories provide two subject classification schemes through different perspectives and levels. The two clustering results have been compared and their accordance and divergence have been analyzed. Several indicators have been used to compare the communication characteristics among different ISI subject categories. The neighbour map of each category clearly reflects the affinities between the "core" category and its satellites around. (C) 2009 Elsevier Ltd. All rights reserved.

引用

页码：185 / 193

页数：9

共 19 条

[1]

Batagelj V, 2002, LECT NOTES COMPUT SC, V2265, P477

[2] Fast unfolding of communities in large networks [J].

Blondel, Vincent D. ;

Guillaume, Jean-Loup ;

Lambiotte, Renaud ;

Lefebvre, Etienne .

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2008,

[3] Mapping the backbone of science [J].

Boyack, KW ;

Klavans, R ;

Börner, K .

SCIENTOMETRICS, 2005, 64 (03) :351-374

[4] Classification of Scientific Networks Using Aggregated Journal-Journal Citation Relations in the Journal Citation Reports [J].

Chen, C. -M. .

JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2008, 59 (14) :2296-2304

[5] STRUCTURAL EQUIVALENCE IN A JOURNAL NETWORK [J].

DOREIAN, P ;

FARARO, TJ .

JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1985, 36 (01) :28-37

[6]

GARFIELD E, 1975, J INDIAN I SCI, V57, P61

[7] A new classification scheme of science fields and subfields designed for scientometric evaluation purposes [J].

Glänzel, W ;

Schubert, A .

SCIENTOMETRICS, 2003, 56 (03) :357-367

[8]

JANSSENS F, 2009, SCIENTOMETRICS MANAG, V45, P683

[9] Can scientific journals be classified in terms of aggregated journal-journal citation relations using the Journal Citation Reports? [J].

Leydesdorff, L .

JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2006, 57 (05) :601-613

[10] VARIOUS METHODS FOR THE MAPPING OF SCIENCE [J].

LEYDESDORFF, L .

SCIENTOMETRICS, 1987, 11 (5-6) :295-324

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