• DocumentCode
    3717440
  • Title

    Data quality issues in big data

  • Author

    Dhana Rao;Venkat N Gudivada;Vijay V. Raghavan

  • Author_Institution
    Department of Biology, East Carolina University, Greenville, North Carolina, USA
  • fYear
    2015
  • Firstpage
    2654
  • Lastpage
    2660
  • Abstract
    Though the issues of data quality trace back their origin to the early days of computing, the recent emergence of Big Data has added more dimensions. Furthermore, given the range of Big Data applications, potential consequences of bad data quality can be for more disastrous and widespread. This paper provides a perspective on data quality issues in the Big Data context. it also discusses data integration issues that arise in biological databases and attendant data quality issues.
  • Keywords
    "Databases","Big data","Measurement","Context","Cleaning","Biology","Computers"
  • Publisher
    ieee
  • Conference_Titel
    Big Data (Big Data), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/BigData.2015.7364065
  • Filename
    7364065