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    政大機構典藏 > 理學院 > 資訊科學系 > 會議論文 >  Item 140.119/78906
    Please use this identifier to cite or link to this item: http://nccur.lib.nccu.edu.tw/handle/140.119/78906

    Title: An exploratory study of player and team performance in multiplayer first-person-shooter games
    Authors: Shim, Kyong Jin;Hsu, Kuo-Wei;Damania, Samarth;Delong, Colin;Srivastava, Jaideep
    Contributors: 資科系
    Keywords: First person shooter;Multiplayer games;Player performance;Team changing;Team composition;Team performance;Video game;Human computer interaction
    Date: 2011
    Issue Date: 2015-10-08 17:49:01 (UTC+8)
    Abstract: In this paper, we report findings from an exploratory study of player and team performance in Halo 3, a popular First- Person-Shooter game developed by Bungie. In the study, we first analyze player and team statistics obtained from the 2008 and 2009 seasons for professional Halo 3 games in order to investigate the impact of change in team composition on player and team performance. We then examine the impact of past performance on future performance of players and teams. Performing a largescale experiment on a real-world dataset, we observe that player and team performance can be predicted with fairly high accuracy and that information about change in team composition can further improve the prediction results. © 2011 IEEE.
    Relation: Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011
    Data Type: conference
    DOI 連結: http://dx.doi.org/10.1109/PASSAT/SocialCom.2011.155
    DOI: 10.1109/PASSAT/SocialCom.2011.155
    Appears in Collections:[資訊科學系] 會議論文

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