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