Data quality in big data processing: Issues, solutions and open problems.
Pengcheng ZhangFang XiongJerry GaoJimin WangPublished in: SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Keyphrases
- open problems
- data quality
- big data
- high volume
- data processing
- cloud computing
- data intensive computing
- unstructured data
- database theory
- data warehouse
- data analysis
- health informatics
- quality management
- data management
- data warehousing
- data cleaning
- social media
- knowledge discovery
- information processing
- data cleansing
- vast amounts of data
- business intelligence
- big data analytics
- data science
- multidatabase transaction management
- data mining
- databases
- privacy guarantees
- data integration
- query processing
- cell suppression
- information retrieval
- machine learning
- data driven decision making