توضیحات
ABSTRACT
Big Data concern large-volume, complex, growing data sets with multiple, autonomous sources. With the fast development of networking, data storage, and the data collection capacity, Big Data are now rapidly expanding in all science and engineering domains, including physical, biological and biomedical sciences. This paper presents a HACE theorem that characterizes the features of the Big Data revolution, and proposes a Big Data processing model, from the data mining perspective. This data-driven model involves demand-driven aggregation of information sources, mining and analysis, user interest modeling, and security and privacy considerations. We analyze the challenging issues in the data-driven model and also in the Big Data revolution.
INTRODUCTION
Dr. Yan Mo won the 2012 Nobel Prize in Literature. This is probably the most controversial Nobel prize of this category, as Mo speaks Chinese, lives in a socialist country, and has the Chinese government’s support. Searching on Google with “Yan Mo Nobel Prize”, we get 1,050,000 web pointers on the Internet (as of January 3, 2013). “For all praises as well as criticisms,” said Mo recently, “I am grateful.” What types of praises and criticisms has Mo actually received over his 31-year writing career? As comments keep coming on the Internet and in various news media, can we summarize all types of opinions in different media in a real-time fashion, including updated, cross-referenced discussions by critics? This type of summarization program is an excellent example for Big Data processing, as the information comes from multiple, heterogeneous, autonomous sources with complex and evolving relationships, and keeps growing
Year : 2013
Publisher: IEEE
By : Xindong Wu, Xingquan Zhu, Gong-Qing Wu, Wei Ding
File Information : English Language / 26 Page / Size : 605 K
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سال : 2013
ناشر : IEEE
کاری از : Xindong Wu, Xingquan Zhu , Gong-Qing Wu, Wei Ding
اطلاعات فایل : زبان انگلیسی /26 صفحه / حجم : 605 K
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