Long Term Recommender Benchmarking for Mobile Shopping List Applications using Markov Chains.
Sandro SchopferThorben KellerPublished in: RecSys Posters (2014)
Keyphrases
- markov chain
- long term
- steady state
- finite state
- monte carlo
- transition probabilities
- monte carlo method
- random walk
- markov processes
- state space
- stationary distribution
- markov process
- markov model
- recommender systems
- stochastic process
- transition matrix
- probabilistic automata
- monte carlo simulation
- personalized recommendation
- collaborative filtering
- mobile devices
- assemble to order systems
- confidence intervals
- sample path
- reinforcement learning
- uniformly distributed
- markov models
- model selection
- queueing theory
- weighted sums