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- surveyJune 2024
Active Learning for Data Quality Control: A Survey
Journal of Data and Information Quality (JDIQ), Volume 16, Issue 2Article No.: 11, Pages 1–45https://doi.org/10.1145/3663369Data quality plays a vital role in scientific research and decision-making across industries. Thus, it is crucial to incorporate the data quality control (DQC) process, which comprises various actions and operations to detect and correct data errors. The ...
- ArticleApril 2024
Influence of AI’s Uncertainty in the Dawid-Skene Aggregation for Human-AI Crowdsourcing
AbstractThe power and expressiveness of AIs are rapidly increasing, and now AIs have the ability to complete tasks in crowdsourcing as if they were human crowd workers. Therefore, the development of methods to effectively aggregate the results of tasks ...