Towards Recommender Systems based on Kalman Filters - A New Approach by State Space Modelling.
Samuel NowakowskiArmelle BrunAnne BoyerPublished in: WEBIST (1) (2010)
Keyphrases
- kalman filter
- state space
- recommender systems
- particle filter
- kalman filtering
- collaborative filtering
- heuristic search
- object tracking
- reinforcement learning
- state estimation
- particle filtering
- optimal policy
- dynamic programming
- state variables
- matrix factorization
- rao blackwellized particle filter
- visual tracking
- monte carlo
- mean shift
- user profiling
- dynamical systems
- markov decision processes
- user preferences
- search space
- recommendation systems
- robust tracking
- user profiles
- personalized recommendation
- computer vision
- data sets
- cold start problem
- video sequences
- search algorithm
- pattern recognition
- pairwise