Big Data Research: A Comprehensive Literature Review with 6 Key References
This article provides a curated list of 6 influential academic papers on Big Data, covering its definition, impact, and future implications. Explore the evolution of Big Data research through these seminal works:
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'Chen, M., Mao, S., & Liu, Y. (2014). Big data: A survey. Mobile Networks and Applications, 19(2), 171-209.' This comprehensive survey paper provides a thorough overview of the Big Data landscape, covering its characteristics, challenges, and applications.
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'Mayer-Schnberger, V., & Cukier, K. (2013). Big data: A revolution that will transform how we live, work, and think. Houghton Mifflin Harcourt.' This book explores the transformative potential of Big Data, analyzing its impact on various aspects of human life, from work and leisure to decision-making and governance.
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'Kitchin, R. (2014). Big data, new epistemologies and paradigm shifts. Big Data & Society, 1(1), 2053951714528481.' This article examines the epistemological implications of Big Data, arguing that it necessitates new ways of understanding and interpreting data, leading to paradigm shifts in various disciplines.
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'Manyika, J., Chui, M., Brown, B., Bughin, J., Dobbs, R., Roxburgh, C., & Byers, A. H. (2011). Big data: The next frontier for innovation, competition, and productivity. McKinsey Global Institute.' This report from McKinsey Global Institute explores the economic and societal benefits of Big Data, highlighting its potential to drive innovation, enhance competitiveness, and boost productivity.
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'Wu, X., Zhu, X., Wu, G. Q., & Ding, W. (2014). Data mining with big data. IEEE Transactions on Knowledge and Data Engineering, 26(1), 97-107.' This paper focuses on the application of data mining techniques to Big Data, discussing challenges and opportunities in extracting valuable insights from massive datasets.
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'Boyd, D., & Crawford, K. (2012). Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon. Information, Communication & Society, 15(5), 662-679.' This article raises critical questions about the social, ethical, and political implications of Big Data, highlighting the need for careful consideration of its potential consequences.
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