Abstract
Big data technology belongs to the one of high-tech solutions that will form the forthcoming digital epoch. We present short overview of the current approach to big data, highlighting the main problems it gives rise to. We point out that big data seems to be revolutionary new technology, but in fact should be treated just a new tool to produce knowledge, thus it produces the same risks and challenges as other breakthroughs the humanity endured in the past. We also conclude that cultural aspects of big data implementation should be considered the most crucial one, and the experts community should form the balanced attitude towards this technology. We show the impossibility to control big data with attempts to prohibit some peculiar features it possesses, and propose to focus on such practical steps as terminology improvements, and the evaluation of societal outcomes of the new technology.
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Notes
- 1.
Any arbitrarily large structured data is just a large database.
- 2.
Data should be continuously updated or modified (including its structure).
- 3.
In practice, it can be said that the data at the time of its retrieval from the “data lake” is ALREADY outdated.
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This work was supported by RFBR grant № 18-29-16130 MK.
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Balyakin, A.A., Malyshev, A.S., Nurbina, M.V., Titov, M.A. (2020). Big Data: Nil Novo Sub Luna. In: Antipova, T. (eds) Integrated Science in Digital Age. ICIS 2019. Lecture Notes in Networks and Systems, vol 78. Springer, Cham. https://doi.org/10.1007/978-3-030-22493-6_32
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DOI: https://doi.org/10.1007/978-3-030-22493-6_32
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