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
Link To Document :
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