In the era of Big Data, integrating information from multiple sources has proven valuable in various fields. To ensure a high-quality supply multi-source data, repairing different types errors data becomes critical. This paper categorizes into entity overlapping, attribute value conflicts, and inconsistencies. We first summarize existing methods for these then examine review study detection rep...