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它是一个动态世界 - 无所不在的流和关联数据网

It's a Dynamic World - Ubiquitous Streams and the Linked Data Web
课程网址: http://videolectures.net/eswc2013_hauswirth_data/  
主讲教师: Manfred Hauswirth, Oscar Corcho
开课单位: 爱尔兰国立大学
开课时间: 2013-07-08
课程语种: 英语
中文简介:
我们已经建立了大量的信息技术基础设施(智能电网,智能城市),社交网络(Twitter,社交网络,博客),信息系统(电子商务,健康),媒体(报纸,广播公司)。 ,物联网,移动电话等等,这些数量呈指数级增长。关联数据为我们提供了网络所有这些信息的技术手段,使我们能够从多个来源开发新的网络数据分析形式,而不是传统的“单片”数据分析。但是这种信息网络是“离散的”,因为数据是连续产生的,并且在生产者和消费者双方的负载和需求变化的情况下可能具有高速度。这需要新的数据/知识管理方法,因此,关联数据世界正在慢慢从简化的离散模型转变为更逼真的连续视图。这一发展影响并改变了所有领域和所有层面的研究问题,需要在研究团体内和研究团体之间进行精心策划的研究工作,以支持“流媒体”作为一个综合范式。在本次演讲中,我将介绍从物联网到后端信息系统的所有层的全面链接流管理方法,并将讨论流对大数据,分析和隐私的影响。
课程简介: It is well established that we produce humongous amounts of information - technical infrastructures (smart grid, smart cities), the Social Web (Twitter, social networks, blogs), information systems (e-commerce, e-health), the media (newspapers, broadcasters), the Internet of Things, mobile phones, and many more - and that these amounts are growing exponentially. Linked Data gives us the technical means to network all this information and enables us to develop new forms of analytics on networked data from many sources instead of traditional "monolithic" data analytics. But this network of information is "in-discrete" as the data is produced continuously and at potentially high speeds with varying loads and demands on the producer and the consumer sides. This calls for new data/knowledge management approaches and as a result, the Linked Data world is slowly moving from a simplifying discrete model to a more realistic continuous view. This development impacts on and changes research problems in all areas and for all layers and requires well-orchestrated research efforts in and across research communities to support "streaming" as an integrated paradigm. In this talk, I will present a comprehensive stack of Linked Stream management approaches for all layers - from the Internet of Things to backend information systems, and will discuss the impact of streams on big data, analytics, and privacy.
关 键 词: 信息技术; 关联数据; 连续视图
课程来源: 视频讲座网
最后编审: 2019-04-14:lxf
阅读次数: 15