Annotation Practices in Societally Impactful Machine Learning Applications: What are Popular Recommender Systems Models Actually Trained On?
Andra-Georgiana SavAndrew M. DemetriouCynthia C. S. LiemPublished in: Perspectives@RecSys (2023)
Keyphrases
- machine learning
- recommender systems
- machine learning methods
- active learning
- machine learning algorithms
- model selection
- pattern recognition
- collaborative filtering
- machine learning models
- learning algorithm
- case study
- multi layered perceptron
- text classification
- information retrieval
- training set
- computer science
- text mining
- metadata
- knowledge acquisition
- computer vision
- search engine
- complex systems
- neural network model
- matrix factorization
- data mining
- neural network