图 书 馆
人类动力学:从人类的机动性到可预测性Human Dynamics: From Human Mobility to Predictability |
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| 课程网址: | http://videolectures.net/ecmlpkdd2011_barabasi_human/ |
| 主讲教师: | Albert-László Barabási |
| 开课单位: | 美国东北大学 |
| 开课时间: | 2011-10-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | A range of applications, from predicting the spread of human and electronic viruses to city planning and resource management in mobile communications, depend on our ability to understand human activity patterns. I will discuss recent effort to explore human activity patterns, using the mobility of individuals as a proxy. As an application, I will show that by measuring the entropy of each individual’s trajectory, we find can explore the underlying predictability of human mobility, raising fundamental questions on how predictable we really are. I will also discuss the interplay between human mobilty, social links, and the predictive power of data mining. |
| 关 键 词: | 预测行为发展; 移动通信; 城市规划; 资源管理; 人类活动模式; 人类动员; 社会联系; 数据挖掘 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-08-25：chenxin |
| 阅读次数: | 147 |