Effects of user modeling on POMDP-based dialogue systems.

Dongho Kim Hyeong Seop Sim Kee-Eung Kim Jin Hyung Kim Hyunjeong Kim Joo Won Sung

Published 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