A Survey of Data Cleaning
数据清洗研究综述

Data cleaning problem is surveyed in this paper.Firstly,the background of data cleaning problem and research status is explained.Then,the definition and objects of data cleaning are given.The basic principle and some models of data cleaning are presented.Related algorithms and tools are analyzed and evaluation methods of data cleaning are proposed.Finally,the future research topics and application related to data cleaning problems are discussed.