Player Skill Decomposition in Multiplayer Online Battle Arenas

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Chen, Zhengxing; Sun, Yizhou; El-nasr, Magy Seif; Nguyen, Truong-Huy D.; (2017)
  • Subject: Computer Science - Multiagent Systems | Computer Science - Social and Information Networks | Computer Science - Artificial Intelligence | Computer Science - Human-Computer Interaction

Successful analysis of player skills in video games has important impacts on the process of enhancing player experience without undermining their continuous skill development. Moreover, player skill analysis becomes more intriguing in team-based video games because such... View more
  • References (33)
    33 references, page 1 of 4

    Adams, E. (2013). Fundamentals of game design. Pearson Education.

    Avontuur, T., Spronck, P., & Van Zaanen, M. (2013). Player Skill Modeling in Starcraft II. In Aiide.

    Bakkes, S. C. J., Spronck, P. H. M., & van Lankveld, G. (2012). Player behavioural modelling for video games. Entertainment Computing, 3(3), 71-79.

    Bradley, R. A., & Terry, M. E. (1952). Rank analysis of incomplete block designs: I. The method of paired comparisons. Biometrika, 39(3/4), 324-345.

    Charles, D., Kerr, A., McNeill, M., McAlister, M., Black, M., Kcklich, J., . . . Stringer, K. (2005). Player-centred game design: Player modelling and adaptive digital games. In Proceedings of the digital games research conference (Vol. 285, p. 100).

    Chen, S., & Joachims, T. (2016). Modeling intransitivity in matchup and comparison data. In Proceedings of the ninth acm international conference on web search and data mining (pp. 227-236).

    Cortes, C., & Vapnik, V. (1995). Support-vector networks. Machine learning, 20(3), 273-297.

    Delalleau, O., Contal, E., Thibodeau-Laufer, E., Ferrari, R. C., Bengio, Y., & Zhang, F. (2012, sep). Beyond Skill Rating: Advanced Matchmaking in Ghost Recon Online. IEEE Transactions on Computational Intelligence and AI in Games, 4(3), 167-177.

    Drachen, A., Yancey, M., Maguire, J., Chu, D., Wang, I. Y., Mahlmann, T., . . . Klabajan, D. (2014, October). Skill-based differences in spatio-temporal team behaviour in defence of the Ancients 2 (DotA 2). In 2014 ieee games media entertainment (pp. 1-8). IEEE.

    Duh, H. B.-L., & Chen, V. H. H. (2009). Cheating behaviors in online gaming. In A. A. Ozok & P. Zaphiris (Eds.), Online communities and social computing: Third international conference, ocsc 2009, held as part of hci international 2009, san diego, ca, usa, july 19-24, 2009. proceedings (pp. 567-573). Berlin, Heidelberg: Springer Berlin Heidelberg.

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