Position Paper: Why the Shooting in the Dark Method Dominates Recommender Systems Practice; A Call to Abandon Anti-Utopian Thinking.
David RohdePublished in: CoRR (2024)
Keyphrases
- recommender systems
- preprocessing
- high accuracy
- cost function
- experimental evaluation
- fully automatic
- high precision
- detection method
- computationally efficient
- collaborative filtering
- artificial intelligence
- clustering method
- theoretical analysis
- classification accuracy
- probabilistic model
- significant improvement
- computational complexity
- similarity measure
- principal component analysis
- mutual information
- k means
- objective function
- multiscale
- data sets
- future directions