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增长的语义网络

The Growing Semantic Web
课程网址: http://videolectures.net/ecmlpkdd09_greaves_gsw/  
主讲教师: Mark Greaves
开课单位: 火神公司
开课时间: 2009-10-20
课程语种: 英语
中文简介:
从2004年开始,Web上以语义Web格式提供的数据通常是兼收并蓄的,而且相对较小,并且与特定研究人员的兴趣紧密相连。然而,在过去的一年里,公共语义网络上发布的数据数量和范围已经激增,而语义网络的规模现在以数十亿的断言来衡量。对于依赖基于Web的资源来获取部分或全部知识的应用程序来说,它是一种重要且不断增长的资源。随着数量和范围的大量增加,出现了许多机会,以及网络上常见的规模问题:不一致性、映射问题、不完整性和数据可变性。本文将介绍语义Web和链接数据云的历史和当前状态,描述当前基于Web的语义数据的一些用途,并讨论ECML/PKDD社区利用这一不断增长的数据网络的前景。
课程简介: From its beginnings in 2004, the data available on the web in Semantic Web formats has typically been both eclectic and relatively small, and closely linked the interests of particular researchers. In the past year, however, the quantity and scope of data published on the public semantic web has exploded, and the size of the semantic web is now measured in the billions of assertions. It is a significant and growing resource for applications which depend on web-based resources for some or all of their knowledge. With this massive increase in quantity and scope come many opportunities, as well as the usual issues of scale on the web: inconsistency, mapping problems, incompleteness and data variability. This talk will cover the history and current state of the Semantic Web and the Linked Data Cloud, describe some of the uses to which web-based semantic data is currently put, and discuss prospects for the ECML/PKDD community to leverage this growing web of data.
关 键 词: 语义网络; 网络数据; 应用程序
课程来源: 视频讲座网
最后编审: 2020-09-21:heyf
阅读次数: 37