图 书 馆
在线游戏社区中的破坏性群体动力学建模Modeling Destructive Group Dynamics in On-line Gaming Communities |
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| 课程网址: | http://videolectures.net/icwsm2012_brdiczka_gaming/ |
| 主讲教师: | Oliver Brdiczka |
| 开课单位: | 帕洛阿尔托研究中心 |
| 开课时间: | 2012-07-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Social groups often exhibit a high degree of dynamism. Some groups thrive, while many others die over time. Modeling destructive dynamics and understanding whether/why/when a person will depart from a group can be important in a number of social domains. In this paper, we take the World of Warcraft game as an exemplar platform for studying destructive group dynamics. We build models to predict if and when an individual is going to quit his/her guild, and whether this quitting event will inflict substantial damage on the guild. Our predictors start from in-game census data and extract features from multiple perspectives such as individual-level, guild-level, game activity, and social interaction features. Our study shows that destructive group dynamics can often be predicted with modest to high accuracy, and feature diversity is critical to prediction performance. |
| 关 键 词: | 社会群体; 建模; 破坏性群体动力学 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-27：cwx |
| 阅读次数: | 78 |