How Data Quality Determines AI Fairness: The Case of Automated Interviewing.
Lou Therese BrandnerPhilipp MahlowAnna WilkenAnnika WölkeHazar HarmouchSimon David HirsbrunnerPublished in: EWAF (2023)
Keyphrases
- data quality
- data cleansing
- data confidentiality
- quality management
- data transformation
- data warehouse
- data cleaning
- poor quality
- information loss
- data preparation
- quality assessment
- resource allocation
- artificial intelligence
- privacy preservation
- business intelligence systems
- natural resources
- data sets
- cell suppression
- data privacy
- case based reasoning
- machine learning
- databases
- information sharing
- expert systems