Big Data: Challenges and Opportunities

Provided by: International Journal of Innovative Technology and Exploring Engineering (IJITEE)
Topic: Data Management
Format: PDF
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.

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