How Today's Recommender Systems Use Machine Learning to Cater to Your Every Whim.
Logan KuglerPublished in: Commun. ACM (2024)
Keyphrases
- recommender systems
- machine learning
- collaborative filtering
- matrix factorization
- machine learning methods
- pattern recognition
- user profiling
- information overload
- artificial intelligence
- support vector machine
- machine learning approaches
- text mining
- data mining
- website
- computer vision
- user modeling
- world wide
- cold start problem
- information filtering
- user feedback
- inductive logic programming
- user model
- user modelling
- user preferences
- user profiles
- natural language processing
- learning algorithm
- machine learning algorithms
- text classification
- computational intelligence
- web search
- expert systems
- explanation based learning
- filtering algorithm
- reinforcement learning
- decision trees
- cold start
- product recommendation
- data sets