Wrangling Data Issues to be Wrangled: Literature Review, Taxonomy, and Industry Case Study

Q Qin, H Li, E Merlo - arxiv preprint arxiv:2405.16033, 2024 - arxiv.org
Data quality is vital for user experience in products reliant on data. As solutions for data
quality problems, researchers have developed various taxonomies for different types of …

Unmasking Data Secrets: An Empirical Investigation into Data Smells and Their Impact on Data Quality

G Recupito, R Rapacciuolo, D Di Nucci… - Proceedings of the IEEE …, 2024 - dl.acm.org
Artificial Intelligence (AI) is rapidly advancing with a data-centered approach suitable for
various domains. Nevertheless, AI faces significant challenges, particularly in data quality …