Predictive Uncertainty-based Bias Mitigation in Ranking.
Maria HeussDaniel CohenMasoud MansouryMaarten de RijkeCarsten EickhoffPublished in: CoRR (2023)
Keyphrases
- pairwise comparisons
- ranking algorithm
- web search
- multiattribute utility
- learning to rank
- website
- measurement error
- case study
- incomplete information
- inherent uncertainty
- uncertain data
- uncertain information
- expected utility
- evaluation measures
- rank order
- spam detection
- possibility theory
- probability theory
- predictive model
- user feedback
- database
- conditional probabilities
- ranking functions
- artificial intelligence
- neural network