Dynamics of Co-authoring Relationships in Post-Graduation Programs in Computing in Brazil

  • Luciano A. Digiampietri University of São Paulo
  • Jesús P. Mena-Chalco Federal University of ABC
  • Gabriela S. Silva University of São Paulo
  • Leonardo B. Oliveira Federal University of Minas Gerais
  • Ana Paula Malheiros Elabora Consultoria e Participações
  • Dania Meira University of Campinas

Abstract


This paper describes the bases for a study of the dynamics of co - authoring relationships among researchers associated to the postgraduate programs in Computer Science evaluated by CAPES in the 2007-2009 triennium. In all, 889 permanent researchers were identified in the 45 postgraduate programs evaluated. A robust heuristic of entity resolution was developed, allowing the identification of the co-authorship relationships among researchers, with a hit rate higher than 96%. By observing the co-authorship networks, it is possible to observe interesting phenomena of the dynamics of Brazilian research, especially related to the increase in joint production between and within postgraduate programs.

Keywords: Co-authoring Networks, Graduate Programs, Computer Science

References

Alves, A. D., Yanasse, H. H., and Soma, N. Y. (2011). LattesMiner: a multilingual dsl for information extraction from lattes platform. In Proceedings of SPLASH’11, SPLASH ’11 Workshops, pages 85–92, New York, NY, USA. ACM.

Baumes, J., Chen, H.-C. J., Francisco, M., Goldberg, M., Magdon-Ismail, M., and Wallace, W. (2008). Visage: A virtual laboratory for simulation and analysis of social group evolution. ACM Trans. Auton. Adapt. Syst., 3(3):8:1–8:35.

Berger-Wolf, T. Y. and Saia, J. (2006). A framework for analysis of dynamic social networks. In Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 523–528, New York, NY, USA.

Digiampietri, L., Mena-Chalco, J., de Jésus Pérez-Alcázar, J., Tuesta, E. F., Delgado, K., and Mugnaini, R. (2012). Minerando e caracterizando dados de currículos lattes. In CSBC 2012 BraSNAM.

Guo, L., Tan, E., Chen, S., Zhang, X., and Zhao, Y. E. (2009). Analyzing patterns of user content generation in online social networks. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD ’09, pages 369–378, New York, NY, USA. ACM.

Hayat, Z. and Lyons, K. (2010). The evolution of the cascon community: a social network analysis. In Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research, CASCON ’10, pages 1–12, Riverton, NJ, USA. IBM Corp.

Horn, D. B., Finholt, T. A., Birnholtz, J. P., Motwani, D., and Jayaraman, S. (2004). Six degrees of jonathan grudin: a social network analysis of the evolution and impact of cscw research. In Proceedings of the 2004 ACM conference on Computer supported cooperative work, CSCW ’04, pages 582–591, New York, NY, USA. ACM.

Kang, H., Getoor, L., and Singh, L. (2007). Visual analysis of dynamic group membership in temporal social networks. SIGKDD Explor. Newsl., 9(2):13–21.

Laender, A. H., Moro, M. M., Gonçalves, M. A., Davis, Jr., C. A., da Silva, A. S., Silva, A. J., Bigonha, C. A., Dalip, D. H., Barbosa, E. M., Cortez, E., Procópio, Jr., P. S., de Alencar, R. O., Cardoso, T. N., and Salles, T. (2011). Building a research social network from an individual perspective. In Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries, JCDL ’11, pages 427–428, New York, NY, USA. ACM.

Levenshtein, V. I. (1966). Binary codes capable of correcting deletions, insertions and reversals. Soviet Physics Doklady, 10(8):707–710.

Liu, X., Bollen, J., Nelson, M., and de Sompel, H. V. (2005). Co-authorship networks in the digital library research community. Informations Processing and Management, 41(6):1462–1480.

Mena-Chalco, J. P. and Cesar-Jr., R. M. (2009). scriptLattes: An open-source knowledge extraction system from the lattes platform. Journal of the Brazilian Computer Society, 15(4):31–39.

Mena-Chalco, J. P. and Cesar-Jr., R. M. (2011). Towards automatic discovery of coauthorship networks in the brazilian academic areas. In IEEE Seventh International Conference on e-Science Workshops 2011 (eScienceW), pages 53–60. IEEE.

Sharma, M. and Urs, S. R. (2008). Network dynamics of scholarship: a social network analysis of digital library community. In Proceedings of the 2nd PhD workshop on Information and knowledge management, pages 101–104, New York, NY, USA.

Wu, B., Ye, Q., Yang, S., and Wang, B. (2009). Group crm: a new telecom crm framework from social network perspective. In Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management, CNIKM ’09, pages 3–10, New York, NY, USA. ACM.
Published
2012-07-17
DIGIAMPIETRI, Luciano A.; MENA-CHALCO, Jesús P.; SILVA, Gabriela S.; OLIVEIRA, Leonardo B.; MALHEIROS, Ana Paula; MEIRA, Dania. Dynamics of Co-authoring Relationships in Post-Graduation Programs in Computing in Brazil. In: BRAZILIAN WORKSHOP ON SOCIAL NETWORK ANALYSIS AND MINING (BRASNAM), 1. , 2012, Curitiba. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2012 . p. 105-116. ISSN 2595-6094.