Big Data Pre-processing: A Quality Framework

  title={Big Data Pre-processing: A Quality Framework},
  author={Ikbal Taleb and Rachida Dssouli and Mohamed Adel Serhani},
  journal={2015 IEEE International Congress on Big Data},
With the abundance of raw data generated from various sources, Big Data has become a preeminent approach in acquiring, processing, and analyzing large amounts of heterogeneous data to derive valuable evidences. The size, speed, and formats in which data is generated and processed affect the overall quality of information. Therefore, Quality of Big Data (QBD) has become an important factor to ensure that the quality of data is maintained at all Big data processing phases. This paper addresses… CONTINUE READING
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