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政大機構典藏 > 資訊學院 > 資訊科學系 > 會議論文 > Item 140.119/78906

Please use this identifier to cite or link to this item: https://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 徐國偉
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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