Individual performance in team-based online games
نویسندگان
چکیده
منابع مشابه
Player Behavior and Optimal Team Composition in Online Multiplayer Games
We consider clustering player behavior and learning the optimal team composition for multiplayer online games. The goal is to determine a set of descriptive play style groupings and learn a predictor for win/loss outcomes. The predictor takes in as input the play styles of the participants in each team; i.e., the various team compositions in a game. Our framework uses unsupervised learning to f...
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This thesis explores the concept of social presence in team-based digital games, aiming to enlighten the core elements of social presence in this specific multi-user experience. The thesis achieves this exploration in three main ways, by using a novel approach to establish the core elements of social presence in teambased digital games, by developing a new measure for social presence specifical...
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18. NUMBER
متن کاملPlayer Behavior and Optimal Team Composition for Online Multiplayer Games
We consider clustering player behavior and learning the optimal team composition for multiplayer online games. The goal is to determine a set of descriptive play style groupings and learn a predictor for win/loss outcomes. The predictor takes in as input the play styles of the participants in each team; i.e., the various team compositions in a game. Our framework uses unsupervised learning to f...
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BACKGROUND Teamwork is a fundamental aspect of many human activities, from business to art and from sports to science. Recent research suggest that team work is of crucial importance to cutting-edge scientific research, but little is known about how teamwork leads to greater creativity. Indeed, for many team activities, it is not even clear how to assign credit to individual team members. Remar...
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ژورنال
عنوان ژورنال: Royal Society Open Science
سال: 2018
ISSN: 2054-5703
DOI: 10.1098/rsos.180329