Research on Information Quality Driven Data Cleaning Framework

Considering the limited extensibility and interactivity of the current data cleaning work, this paper proposes a new extensible and interactive data cleaning framework driven by information quality. The framework implements the formation of data quality analysis strategy, data transformation strategy and cleaning result assessment strategy. It also realizes the control of the cleaning process. The framework has the significant features of extensibility and interactivity.