挖掘在线网络和社区Mining Online Networks and Communities |
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课程网址: | http://videolectures.net/kdd2017_leskovec_online_networks/ |
主讲教师: | Jure Leskovec |
开课单位: | 斯坦福大学 |
开课时间: | 2017-12-01 |
课程语种: | 英语 |
中文简介: | 互联网和网络从根本上改变了我们的日常生活方式,也拓宽了计算机科学的范围。如今,网络是一个捕捉人类脉搏的“传感器”,使我们能够观察到曾经基本上看不见的现象。这些现象包括数亿人的社会互动和集体行为,以前所未有的规模和分辨率记录下来。分析这些数据提供了新的算法和计算挑战。此外,它为在存在复杂社会反馈效应的情况下设计信息系统提供了新的见解,并为社会科学中的基本问题提供了一个新的视角。 |
课程简介: | The Internet and the Web fundamentally changed how we live our daily lives as well as broadened the scope of computer science. Today the Web is a `sensor’ that captures the pulse of humanity and allows us to observe phenomena that were once essentially invisible to us. These phenomena include the social interactions and collective behavior of hundreds of millions of people, recorded at unprecedented levels of scale and resolution. Analyzing this data offers novel algorithmic as well as computational challenges. Moreover, it offers new insights into the design of information systems in the presence of complex social feedback effects, as well as a new perspective on fundamental questions in the social sciences. |
关 键 词: | 网络挖掘; 在线社区; 计算挑战; 社会科学 |
课程来源: | 视频讲座网 |
数据采集: | 2023-06-10:chenxin01 |
最后编审: | 2023-06-10:chenxin01 |
阅读次数: | 16 |