About
Contact & Profiles
A5091244500
Research Areas
- Data Quality and Management
- Privacy-Preserving Technologies in Data
- Big Data and Business Intelligence
- Ethics and Social Impacts of AI
Open Data Institute
2019-2023
The fitness of the systems in which Machine Learning (ML) is used depends greatly on good-quality data. Specifications what makes a dataset have traditionally been defined by needs data users—typically analysts and engineers. Our article critically examines extent to established quality frameworks are applicable contemporary use cases ML. Using review recent literature at intersection ML, management, human-computer interaction, we find that classical “fitness-for-use” view can benefit from...
10.1145/3592616
article
EN
Journal of Data and Information Quality
2023-04-19
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