图 书 馆
面向社会应用的网络挖掘与分析Network Mining and Analysis for Social Applications |
|
| 课程网址: | http://videolectures.net/kdd2014_zhu_sun_social_applications/ |
| 主讲教师: | Huan Sun; Feida Zhu |
| 开课单位: | 加州大学圣巴巴拉分校计算机科学系；新加坡管理大学信息系统学院 |
| 开课时间: | 2014-10-07 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The recent blossom of social network and communication services in both public and corporate settings have generated a staggering amount of network data of all kinds. Unlike the bio-networks and the chemical compound graph data often used in traditional network mining and analysis, the new network data grown out of these social applications are characterized by their rich attributes, high heterogeneity, enormous sizes and complex patterns of various semantic meanings, all of which have posed significant research challenges to the graph/network mining community. In this tutorial, we aim to examine some recent advances in network mining and analysis for social applications, covering a diverse collection of methodologies and applications from the perspectives of event, relationship, collaboration and network pattern. We would present the problem setting, the research challenges, the recent research advances and some future directions for each perspective. |
| 关 键 词: | 社会应用; 网络挖掘; 通信服务; 网络模式 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-04-20：chenxin01 |
| 最后编审: | 2023-05-18：chenxin01 |
| 阅读次数: | 36 |