Big data and quality: A literature review
Citations
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Cites methods from "Big data and quality: A literature ..."
...Big data characteristics defined by V’s, generally 6V’s [6, 7] as seen in Table I....
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Cites background from "Big data and quality: A literature ..."
...Others, proposed solutions to enhance quality of the data while applying cleansing tasks and activities that are parts of preprocessing (e.g. BigDansing, and Nadeef) [51]– [53], [56], [68]....
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...BigDansing, and Nadeef) [51]– [53], [56], [68]....
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...authors of selected literature [25], [31], [41], [43], [45], [46], [48], [49], [51]–[56], [58]–[60], have stressed that it is very important to discover quality issues and map them with Big data...
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Cites background from "Big data and quality: A literature ..."
...Recently, although many distributed techniques are proposed for massive data collection and storage [11], they are not able be directly applied for electric power big data....
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References
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"Big data and quality: A literature ..." refers background in this paper
...routines [17], data valid, but not correct [18], mismatched...
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3,955 citations
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2,303 citations
"Big data and quality: A literature ..." refers background in this paper
...In literature, there is no unified definition of “Big Data”, it has been defined differently in technological, industrial, research or academic perspectives [5]....
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