Evaluation of Search Systems in Electronic Markets

  • Diego M. Duarte UFMG
  • Adriano C. M. Pereira CEFET-MG
  • Wagner Meira Jr. UFMG

Abstract


Electronic markets, such as e-Bay and Amazon.com, have reached great popularity in the last few years. In this scenario, understanding the user behavior is a challenge. This work presents an analysis of the user navigation in TodaOferta, which is a large Brazilian electronic market, with focus on the search system. From the classification of user requests, we distinguish navigation sessions with search functions from the ones that have not. We conclude that the first group has more sessions with larger sizes, such as a higher efficiency to perform transactions. The results can be aplied to improve the search engines and create customized services.

References

Anderson, S., Friedman, D., Milam, G., and Singh, N. (2004). Buy it now: A hybrid internet market institution. Industrial Org. 0412003, EconWPA.

Arlitt, M. (2000). Characterizing web user sessions. SIGMETRICS Performance Evaluation Review, 28(2):50–63.

Arlitt, M. and Williamson, C. (1996). Web server workload characterization: the search for invariants. SIGMETRICS Performance Evaluation Review, 24(1):126–137.

Benevenuto, F., Pereira, A., Rodrigues, T., Almeida, V., Almeida, J., and Gonçalves, M. (2009). Avaliação do perfil de acesso e navegação de usuários em ambientes web de compartilhamento de vídeos. In WebMedia’09, Fortaleza, Brasil. SBC.

Costa, C., Cunha, I., Vieira, A., Ramos, C., Rocha, M., Almeida, J., and Ribeiro-Neto, B. (2004). Analyzing client interactivity in streaming media. In WWW.

Duarte, D., Pereira, A., and Meira Jr., W. (2010a). Analyzing user profiles in electronic markets. In i-Society 2010: Proceeding of the International Conference on Information Society, Londres, UK. IEEE.

Duarte, D., Pereira, A., and Meira Jr., W. (2010b). Avaliação do sistema de busca em mercados eletrônicos. In VII Workshop de Trabalhos de Iniciação Científica (WTIC’10), Belo Horizonte, MG. Sociedade Brasileira de Computação (SBC).

Duarte, F., Mattos, B., Bestavros, A., Almeida, V., and Almeida, J. (2007). Traffic characteristics and communication patterns in blogosphere. In Proc. Int’l Conference on Weblogs and Social Media (ICWSM).

Durham, Y., M. R. and Standifird, S. (2004). ebay’s buy-it-now function: Who, when and how. Topics in Economic Analysis & Policy, 4(1):28.

Menasce, D. and Almeida, V. (2000). Scaling for E Business: Technologies, Models, Performance, and Capacity Planning. Prentice Hall PTR, NJ, USA.

Menascé, D., Almeida, V., Fonseca, R., and Mendes, M. (1999). A methodology for workload characterization of e-commerce sites. In ACM Conf. on e-Commerce (EC).

Pereira, A., Silva, L., and Meira, Jr., W. (2006). Evaluating the impact of reactive workloads on the performance of web applications. In Proc. of the 25th IEEE Int’l Performance, Computing, and Communications Conf. (IPCCC), Phoenix, USA. IEEE CS.

Veloso, E., Almeida, V., Jr., W. M., Bestavros, A., and Jin, S. (2006). A hierarchical characterization of a live streaming media workload. ACM Trans. on Network, 14(1).
Published
2011-07-19
DUARTE, Diego M.; PEREIRA, Adriano C. M.; MEIRA JR., Wagner. Evaluation of Search Systems in Electronic Markets. In: SBC UNDERGRADUATE RESEARCH CONTEST (CTIC-SBC), 30. , 2011, Natal/RN. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2011 . p. 113-122.