Keynote I From Graph Mining to Information Network Mining

摘要：

Mining and searching of graphs in large data sets has attracted a lot of interests in data mining community in the last several years, with lot of scalable methods developed. Considering Web, research publication databases (such as DBLP, Pubmed), terrorist hidden networks, and biological networks are all massive information networks, it is natural to further develop scalable mining methods for knowledge discovery in information networks.In this talk, we will present an overview on graph mining research and introduce a few interesting recent studies on information network analysis. We show that many interesting techniques have been developed for information network mining, but there is still lots of open problems to explore, which could form one of the most exciting research frontiers in data mining.

会议类型: 国际会议

会议名称: The Ninth International Conference on Web-Age Information Management(第九届web时代信息管理国际会议)(WAIM 2008)

会议地点: 张家界

会议语种:英文

在线出版日期: 2008-07-20（万方平台首次上网日期，不代表论文的发表时间）