A Hybrid Data Cleaning Framework using Markov Logic Networks

Yunjun Gao, Congcong Ge, Xiaoye Miao +3

With the increase of dirty data, data cleaning turns into a crux of data analysis. Most of the existing algorithms rely on either qualitative techniques (e.g., data rules) or quant…