TeamSkill: Modeling Team Chemistry in Online Multi-Player Games

• Main Authors: DELONG, Colin, Pathak, Nishith, Erickson, Kendrick, Perrino, Eric, SHIM, Kyong Jin, Srivastava, Jaideep
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: Player rating systems; competitive gaming; Elo; Glicko; TrueSkill; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1492; http://dx.doi.org/10.1007/978-3-642-20847-8_43
• Institution: Singapore Management University

In this paper, we introduce a framework for modeling elements of "team chemistry" in the skill assessment process using the performances of subsets of teams and four approaches which make use of this framework to estimate the collective skill of a team. A new dataset based on the Xbox 360...