A Tool for Semiautomatic Extraction and Analysis of Relevance of Scientific Articles
Abstract
This paper presents the results of an analysis of the influence and reputation of publications on Social Network Analysis. Its purpose is, through Social Network Analysis metrics, analyze if is possible to identify the most relevant publications on a given field by conducting automatic searches on scientific digital libraries. We conduct a literature survey on the subject in focus and an analysis of the interactions between publications and their citations. Additionally, we conducted a quantitative analysis of the journals with the highest number of publications and the growth of publications over the years.
Keywords:
Relevance Analysis, Scientific Articles, Social Network Analysis
References
Alves, A.D, Yanasse, H.H., Soma, N.Y. (2013). SUCUPIRA: a System for Information Extraction of the Lattes Platform to Identify Academic Social Networks, Information Systems and Technologies (CISTI), 2011 6th Iberian Conference on.
Berkowitz, S. D., 1982. An Introduction to Structural Analysis: The Network Approach to Social Research. Toronto: Butterworth.
Bourdieu, P. Os usos sociais da ciência: por uma sociologia clínica do campo científico. São Paulo: UNESP, 2004. 86 p.
Brin S. and Page L. The anatomy of a large-scale hypertextual web search engine.Computer Networks and ISDN Systems, 30(1-7):107–117, 1998.
Burke, P. Uma história social do conhecimento: de Gutenberg a Diderot. Rio de Janeiro: Jorge Zahar, 2003.
Chakrabarti, S. (2003). Social Network Analysis, Mining the Web, Morgan Kaufmann, pp. 203-254.
Guedes, A. C. S. M.; Duarte, A. N. . Um Estudo sobre os Impactos dos Relacionamentos Sociais na Avaliação do Mérito Científico. In: Workshop de Teses e Dissertações (WTD), 2013, Salvador. Anais of the 19th Brazilian Symposium on Multimedia and the Web, 2013. v. 1
Meadows, A. J. A comunicação científica. Brasília: Briquet de Lemos, 1999. 268 p.
Ströele, V.; Silva, R.; Souza, M. F. DE; et al. Identifying Workgroups in Brazilian Scientific Social Networks. Journal of Universal Computer Science, v. 17, 2011.
Ziman, J. M. Conhecimento público. Belo Horizonte: Itatiaia, 1979.
Berkowitz, S. D., 1982. An Introduction to Structural Analysis: The Network Approach to Social Research. Toronto: Butterworth.
Bourdieu, P. Os usos sociais da ciência: por uma sociologia clínica do campo científico. São Paulo: UNESP, 2004. 86 p.
Brin S. and Page L. The anatomy of a large-scale hypertextual web search engine.Computer Networks and ISDN Systems, 30(1-7):107–117, 1998.
Burke, P. Uma história social do conhecimento: de Gutenberg a Diderot. Rio de Janeiro: Jorge Zahar, 2003.
Chakrabarti, S. (2003). Social Network Analysis, Mining the Web, Morgan Kaufmann, pp. 203-254.
Guedes, A. C. S. M.; Duarte, A. N. . Um Estudo sobre os Impactos dos Relacionamentos Sociais na Avaliação do Mérito Científico. In: Workshop de Teses e Dissertações (WTD), 2013, Salvador. Anais of the 19th Brazilian Symposium on Multimedia and the Web, 2013. v. 1
Meadows, A. J. A comunicação científica. Brasília: Briquet de Lemos, 1999. 268 p.
Ströele, V.; Silva, R.; Souza, M. F. DE; et al. Identifying Workgroups in Brazilian Scientific Social Networks. Journal of Universal Computer Science, v. 17, 2011.
Ziman, J. M. Conhecimento público. Belo Horizonte: Itatiaia, 1979.
Published
2014-08-01
How to Cite
LOPES DE MENDONÇA JUNIOR, Moacir; LIMA, Thiago de Abreu; BRITO, Alisson V.; DUARTE, Alexandre N..
A Tool for Semiautomatic Extraction and Analysis of Relevance of Scientific Articles. In: BRAZILIAN WORKSHOP ON SOCIAL NETWORK ANALYSIS AND MINING (BRASNAM), 3. , 2014, Brasília.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2014
.
p. 285-290.
ISSN 2595-6094.
