TeamSkill: Modeling Team Chemistry in Online Multi-Player Games

TeamSkill: Modeling Team Chemistry in Online Multi-Player Games

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...

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Bibliographic Details
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
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/1492
http://dx.doi.org/10.1007/978-3-642-20847-8_43

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