procedure
Data cleaning typically involves four subtasks: data profiling to identify quality issues, data repair to correct identified problems, data transformation to standardize data representations, and data deduplication to eliminate duplicate entities.
Authors
Sources
- Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org via serper
Referenced by nodes (1)
- data cleaning concept