Content-based author co-citation analysis

被引:167
作者
Jeong, Yoo Kyung [1 ]
Song, Min [1 ]
Ding, Ying [2 ]
机构
[1] Yonsei Univ, Dept Lib & Informat Sci, Seoul 120749, South Korea
[2] Indiana Univ, Dept Informat & Lib Sci, Bloomington, IN USA
基金
新加坡国家研究基金会;
关键词
Author co-citation analysis; Citation content analysis; Bibliometrics; Information science; Citation analysis; ALL-AUTHOR; INTELLECTUAL STRUCTURE; CITATION ANALYSIS; MANAGEMENT FIELD; PROXIMITY; WEB; PUBLICATIONS; 1ST;
D O I
10.1016/j.joi.2013.12.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Author co-citation analysis (ACA) has long been used as an effective method for identifying the intellectual structure of a research domain, but it relies on simple co-citation counting, which does not take the citation content into consideration. The present study proposes a new method for measuring the similarity between co-cited authors by considering author's citation content. We collected the full-text journal articles in the information science domain and extracted the citing sentences to calculate their similarity distances. We compared our method with traditional ACA and found out that our approach, while displaying a similar intellectual structure for the information science domain as the other baseline methods, also provides more details about the sub-disciplines in the domain than with traditional ACA. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:197 / 211
页数:15
相关论文
共 53 条
[1]   Current paradigms in the international management field: An author co-citation analysis [J].
Acedo, FJ ;
Casillas, JC .
INTERNATIONAL BUSINESS REVIEW, 2005, 14 (05) :619-639
[2]   Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient [J].
Ahlgren, P ;
Jarneving, B ;
Rousseau, R .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2003, 54 (06) :550-560
[3]  
[Anonymous], 2009, P 3 INT ICWSM C
[4]  
BAYER AE, 1990, J AM SOC INFORM SCI, V41, P444, DOI 10.1002/(SICI)1097-4571(199009)41:6<444::AID-ASI12>3.0.CO
[5]  
2-J
[6]   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,
[7]   Improving the accuracy of co-citation clustering using full text [J].
Boyack, Kevin W. ;
Small, Henry ;
Klavans, Richard .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2013, 64 (09) :1759-1767
[8]   Contextual Cocitation: Augmenting Cocitation Analysis and its Applications [J].
Callahan, Alison ;
Hockema, Stephen ;
Eysenbach, Gunther .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2010, 61 (06) :1130-1143
[9]   The Structure and Dynamics of Cocitation Clusters: A Multiple-Perspective Cocitation Analysis [J].
Chen, Chaomei ;
Ibekwe-SanJuan, Fidelia ;
Hou, Jianhua .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2010, 61 (07) :1386-1409
[10]   Using author co-citation analysis to examine the intellectual structure of e-learning: A MIS perspective [J].
Chen, Liang-Chu ;
Lien, Yen-Hsuan .
SCIENTOMETRICS, 2011, 89 (03) :867-886