Comparing and Recommending Conferences

  • Grettel Monteagudo García Pontifical Catholic University of Rio de Janeiro
  • Bernardo Pereira Nunes Pontifical Catholic University of Rio de Janeiro / Federal University of the State of Rio de Janeiro
  • Giseli Rabello Lopes Federal University of Rio de Janeiro
  • Marco Antonio Casanova Pontifical Catholic University of Rio de Janeiro
  • Luiz André P. Paes Leme Federal Fluminense University

Abstract


This paper first introduces techniques for comparing conferences that use familiar similarity measures and a new measure based on co-authorship communities. Then, it focuses on two families of techniques for conference recommendation, the first one based on the similarity measures and the second on the idea of finding the most related authors in the co-authorship network. The experiments suggest that the best performing techniques are: the technique for comparing conferences that uses the new similarity measure based on co-authorship communities; and the conference recommendation technique that explores the most related authors in the co-authorship network.

Keywords: Recommender Systems, Scientific Conferences, Co-authoring Networks

References

Batista, M.G.R., Lóscio, B.F. 2013. “OpenSBBD: Usando Linked Data Para Publicação de Dados Abertos Sobre O SBBD” Proc. 28th Brazilian Symposium on Databases, Recife, Brazil, Sept. 30 – Oct. 03, 2013.

Blanchard, E.G. 2012. “On the WEIRD Nature of ITS/AIED Conferences” Proc. 11th Int’l. Conf. on Intelligent Tutoring Systems, Chania, Greece, June 14-18, pp. 280–285.

Chen, C., Song, Il-Y., Zhu, W. 2007. “Trends in Conceptual Modeling: Citation Analysis of the ER Conference Papers (1979-2005)” Proc. 11th Int’l. Conf. of the International Society for Scientometrics and Informatrics, Madrid, Spain, June 25-27, pp. 189–200.

Chen, C., Zhang, J., Vogeley, M.S. 2009. “Visual Analysis of Scientific Discoveries and Knowledge Diffusion” Proc. 12th Int’l. Conf. on Scientometrics and Informetrics - ISSI 2009, Rio de Janeiro, Brazil, July 14-17, 2009.

Cheong, F., Corbitt, B.J. 2009a. “A Social Network Analysis of the Co-Authorship Network of the Australasian Conference of Information Systems from 1990 to 2006” Proc. 17th European Conf. on Info. Systems, Verona, Italy, June 8-10, 2009.

Cheong, F., Corbitt, B.J. 2009b. “A Social Network Analysis of the Co-Authorship Network of the Pacific Asia Conference on Information Systems from 1993 to 2008” Proc. Pacific Asia Conference on Information Systems 2009, Paper 23.

Gasparini, I., Kimura, M.H., Pimenta, M.S. 2013. “Visualizando 15 Anos de IHC” Proc. 12th Brazilian Symposium on Human Factors in Computing Systems, Manaus, Brazil, pp. 238–47.

Henry, N., Goodell, H., Elmqvist, N., Fekete, J-D. 2007. “20 Years of Four HCI Conferences: A Visual Exploration” Int’l. J. of Human-Comp. Inter. 23(3): 239–85.

Katz, L. 1953. “A New Status Index Derived from Sociometric Analysis” Psychometrika 18(1): 39–43.

Leskovec, J., Rajaraman, A., Ullman, J.D. 2014. Mining of Massive Datasets. Cambridge University Press.

Lopes, G.R. et al. 2015. “Knowing the Past to Plan for the Future - An In-Depth Analysis of the First 10 Editions of the WEBIST Conference” Proc. 11th Int’l. Conf. on Web Information Systems and Technologies, Lisbon, Portugal, May 20-22, 2015, pp. 431–42.

Lopes, G.R. et al. 2016. “A comprehensive analysis of the first ten editions of the WEBIST conference” Lect. Notes in Business Information Processing 246:252–274.

Luong, H. et al. 2012. “Publication Venue Recommendation Using Author Network’s Publication History” Proc. 4th Asian Conf. on Intelligent Information and Database Systems - ACIIDS 2012, Kaohsiung, Taiwan, March 19-21, 2012, pp. 426–35.

Nunes, B.P. et al. 2013. “Interlinking Documents Based on Semantic Graphs” Procedia Computer Science 22: 231–40.

Procópio, P. S., Laender, A.H.F. and Moro, M.M. 2011. “Análise da Rede de Coautoria do Simpósio Brasileiro de Bancos de Dados” Proc. 26th Brazilian Symposium on Databases, Florianópolis, Brazil, Oct. 3-6, 2011.

Zervas, P. et al. 2014. “Studying Research Collaboration Patterns via Co-Authorship Analysis in the Field of TeL: The Case of Educational Technology & Society Journal” Journal of Educational Technology & Society 17(4): 1–16.
Published
2016-07-05
GARCÍA, Grettel Monteagudo; NUNES, Bernardo Pereira; LOPES, Giseli Rabello; CASANOVA, Marco Antonio; LEME, Luiz André P. Paes. Comparing and Recommending Conferences. In: BRAZILIAN WORKSHOP ON SOCIAL NETWORK ANALYSIS AND MINING (BRASNAM), 2016. , 2016, Porto Alegre. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2016 . p. 91-102. ISSN 2595-6094. DOI: https://doi.org/10.5753/brasnam.2016.6446.