667
Views
9
CrossRef citations to date
0
Altmetric
Research Articles

Football pass network based on the measurement of player position by using network theory and clustering

, , &
Pages 381-392 | Received 21 Jan 2019, Accepted 23 Apr 2019, Published online: 02 May 2019

References

  • Barrat, A., Barthélemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences of the United States of America, 101(11), 3747–3752.
  • Bourbousson, J., Poizat, G., Saury, J., & Seve, C. (2010). Team coordination in basketball: Description of the cognitive connections among teammates. Journal of Applied Sport Psychology, 22, 150–166.
  • Clemente, F. M., Couceiro, M. S., & Martins, F. M. L. (2014). Using network metrics to investigate football team players‘ connections: A pilot study. Motriz, 20(3), 262–271.
  • Clemente, F. M., Couceiro, M. S., Martins, F. M. L., & Mendes, R. S. (2015). Using network metrics in soccer: A macro-analysis. Journal of Human Kinetics, 45, 123–134.
  • Clemente, F. M., José, F., Oliveira, N., Martins, F. M. L., Mendes, R. S., Figueiredo, A. J., … Kalamaras, D. (2016). Network structure and centralization tendencies in professional football teams from Spanish La Liga and English premier leagues. Journal of Human Sport and Exercise, 11(3), 376–389.
  • Clemente, F. M., & Martins, F. M. L. (2017a). Who are the prominent players in the UEFA champions league? An approach based on network analysis. Engineering and Physical Science, 14(8), 627–636.
  • Clemente, F. M., & Martins, F. M. L. (2017b). Network structure of UEFA champions league teams association with classical notational variables and variance between different levels of success. International Journal of Computer Science in Sport, 16(1), 39–50.
  • Clemente, F. M., Martins, F. M. L., Kalamaras, D., Oliveira, J., Oliveira, J., & Mendes, R. S. (2015). The social network analysis of Switzerland football team on FIFA World Cup. Journal of Physical Education and Sport, 15(1), 136–141.
  • Clemente, F. M., Martins, F. M. L., Kalamaras, D., Wong, P. D., & Mendes, R. S. (2015). General network analysis of national soccer teams in FIFA World Cup 2014. International Journal of Performance Analysis in Sport, 15(1), 80–96.
  • Clemente, F. M., Martins, F. M. L., & Mendes, R. S. (2016). Analysis of scored and conceded goals by a football team throughout a season: A network analysis. Kinesiology, 48, 103–114.
  • Clemente, F. M., Martins, F. M. L., Mendes, R. S., & Silva, F. (2016). Social network measures to match analysis in soccer: A survey. Journal of Physical Education and Sport, 16(3), 823–830.
  • Clemente, F. M., Martins, F. M. L., Wong, P. D., Kalamaras, D., & Mendes, R. S. (2015). Midfielder as the prominent participant in the building attack: A network analysis of national teams in FIFA World Cup 2014. International Journal of Performance Analysis in Sport, 15(2), 704–722.
  • Duch, J., Waitzman, J. S., & Amaral, L. A. (2010). Quantifying the performance of individual players in a team activity. PLoS One, 5(6), e10937.
  • Gama, J., Dias, G., Couceiro, M., Sousa, T., & Vaz, V. (2016). Network metrics and ball possession in professional football. Complexity, 21(1), 342–354.
  • Gonçalves, B., Coutinho, D., Santos, S., Penas, C. L., Jimènez, S., & Sampaio, J. (2017). Exploring team passing networks and player movement dynamics in youth association football. PLoS One, 12(1), e0171156.
  • Grund, T. U. (2012). Network structure and team performance: The case of English premier league soccer team. Social Networks, 34(4), 682–690.
  • Iseyama, R., Souma, A., Sakaue, K., & Ishizaki, S. (2015). Development of a semi-automatic tracking system for soccer players by using particle filter. International Research in Science and Soccer II Edited by Favero, T., Drust, B. and Dawson, B., 251–258.
  • Oliveira, P., Clemente, F. M., & Martins, F. M. L. (2016). Network measures and digraph theory applied to soccer analysis: Midfielder is the key player in youth teams. Journal of Physical Education and Sport, 16(2), 1023–1028.
  • Passos, P., Davids, K., Araújo, D., Paz, N., Minguéns, J., & Mendes, J. (2011). Networks as a novel tool for studying team ball sports as complex social systems. Journal of Science and Medicine in Sport, 14, 170–176.
  • Peixoto, D., Praça, G. M., Bredt, A., & Clemente, F. M. (2017). Comparison of network processes between successful and unsuccessful offensive sequences in elite soccer. Human Movement, 18(5), 48–54.
  • Pena, J. L., & Touchette, H. (2012). A network theory analysis of football strategies. In C. Clanet Ed., Sports Physics: Proc. 2012 Euromech physics of sports conference (pp. 517–528). Conference Proceedings, Palaiseau, France: “Editions de l”’Ecole Polytechnique, Palaiseau.
  • Pina, T. J., Paulo, A., & Araújo, D. (2017). Network characteristics of successful performance in association football. A study on the UEFA champions league. Frontiers in Psychology, 8, 1173.
  • Ribeiro, J., Silva, P., Duarte, R., Davids, K., & Garganta, J. (2017). Team sports performance analysis through the lens of social network theory: Implications for research and practice. Sports Medicine, 9(1), 1689–1696.
  • Wasserman, S., & Faust, K. (1994). Social network analysis: Method and applications. New York, USA: Cambridge University Press.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.