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題名 An exploratory study of player and team performance in multiplayer first-person-shooter games
作者 Shim, Kyong Jin;Hsu, Kuo-Wei;Damania, Samarth;Delong, Colin;Srivastava, Jaideep
徐國偉
貢獻者 資科系
關鍵詞 First person shooter; Multiplayer games; Player performance; Team changing; Team composition; Team performance; Video game; Human computer interaction
日期 2011
上傳時間 8-十月-2015 17:49:01 (UTC+8)
摘要 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.
關聯 Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011
資料類型 conference
DOI http://dx.doi.org/10.1109/PASSAT/SocialCom.2011.155
dc.contributor 資科系
dc.creator (作者) Shim, Kyong Jin;Hsu, Kuo-Wei;Damania, Samarth;Delong, Colin;Srivastava, Jaideep
dc.creator (作者) 徐國偉zh_TW
dc.date (日期) 2011
dc.date.accessioned 8-十月-2015 17:49:01 (UTC+8)-
dc.date.available 8-十月-2015 17:49:01 (UTC+8)-
dc.date.issued (上傳時間) 8-十月-2015 17:49:01 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/78906-
dc.description.abstract (摘要) 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.
dc.format.extent 176 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011
dc.subject (關鍵詞) First person shooter; Multiplayer games; Player performance; Team changing; Team composition; Team performance; Video game; Human computer interaction
dc.title (題名) An exploratory study of player and team performance in multiplayer first-person-shooter games
dc.type (資料類型) conferenceen
dc.identifier.doi (DOI) 10.1109/PASSAT/SocialCom.2011.155
dc.doi.uri (DOI) http://dx.doi.org/10.1109/PASSAT/SocialCom.2011.155