Fairness in Algorithmic Decision-Making: Applications in Multi-Winner Voting, Machine Learning, and Recommender Systems.
Yash Raj ShresthaYongjie YangPublished in: Algorithms (2019)
Keyphrases
- recommender systems
- machine learning
- decision making
- social choice
- collaborative filtering
- decision makers
- data mining
- matrix factorization
- information extraction
- user profiles
- machine learning algorithms
- decision support system
- game theory
- pattern recognition
- machine learning methods
- knowledge discovery
- personalized recommendation
- decision trees
- learning tasks
- artificial intelligence
- decision support
- inductive learning
- business intelligence
- inductive logic programming
- user modeling
- text classification
- knowledge representation
- active learning
- feature selection
- recommendation quality
- machine learning approaches
- recommendation algorithms
- voting schemes
- statistical methods
- resource allocation
- user preferences
- knowledge acquisition
- supervised learning
- computational complexity
- reinforcement learning
- computer vision
- information retrieval