Injecting user models and time into precision via Markov chains.
Marco FerranteNicola FerroMaria MaistroPublished in: SIGIR (2014)
Keyphrases
- markov chain
- user model
- user modeling
- steady state
- user modelling
- random walk
- finite state
- transition probabilities
- markov processes
- monte carlo
- markov model
- domain independent
- stochastic process
- state space
- markov process
- stationary distribution
- recommender systems
- user profiles
- monte carlo method
- user interface
- user interests
- adaptive systems
- user interaction
- transition matrix
- individual user
- personalized services
- domain specific
- assemble to order systems
- confidence intervals
- user actions
- hidden markov models
- machine learning