Effects of user modeling on POMDP-based dialogue systems.
Dongho KimHyeong Seop SimKee-Eung KimJin Hyung KimHyunjeong KimJoo Won SungPublished in: INTERSPEECH (2008)
Keyphrases
- user modeling
- dialogue system
- user model
- dialogue management
- natural language
- mixed initiative
- reinforcement learning
- spoken dialogue systems
- information retrieval
- recommender systems
- adaptive web systems
- user profiles
- tutorial dialogue
- dynamical systems
- information filtering
- recommendation systems
- user interface
- user interaction
- domain independent
- partially observable markov decision process
- adaptive hypermedia
- state space
- general purpose
- user interests
- ground truth
- partially observable markov decision processes
- finite state
- machine learning