一种基于规则的交互式数据清洗框架的设计

The Design Of A Rule-based Interactive Data Cleaning Framework

针对目前数据清洗框架中普遍存在的交互性和可扩展性差的问题,本文从数据清洗的定义出发,分析了数据清洗的原理和流程,并在此基础上提出了一种基于规则的交互式数据清洗框架。该框架具有较好的交互性、可扩展性和通用性。

For dealing with the problem of poor interactivity and scalability which widely exists in the current data cleaning frameworks, the principle and flow of data cleaning are analyzed from definition. Based on that, a ruled - based interactive data cleaning framework is proposed in this paper, which has an advantage over other frameworks in interaction, extension and currency.