Abstract To resolve the similarity and iteration record problem in the data warehouse, a data cleaning algorithm which is based on unsupervised learning was put forward.

• 摘要 为了解决数据仓库中相似重复记录的数据问题,提出了基于无监督学习的数据清洗算法。