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» A Bayesian Approach for User Modeling in Dialogue Systems
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COLING
2002
14 years 10 months ago
An Inference-based Approach to Dialogue System Design
We present an architecture for spoken dialogue systems where first-order inference (both theorem proving and model building) plays a crucial role in interpreting utterances of dia...
Johan Bos, Tetsushi Oka
UM
2001
Springer
15 years 2 months ago
User Modelling as an Aid for Human Web Assistants
This paper explores how user modelling can work as an aid for human assistants in a user support system for web sites. Information about the user can facilitate for the assistant t...
Johan Aberg, Nahid Shahmehri
JAIR
2002
99views more  JAIR 2002»
14 years 9 months ago
Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System
Designing the dialogue policy of a spoken dialogue system involves many nontrivial choices. This paper presents a reinforcement learning approach for automatically optimizing a di...
Satinder P. Singh, Diane J. Litman, Michael J. Kea...
LRE
2006
173views more  LRE 2006»
14 years 10 months ago
Automatic induction of language model data for a spoken dialogue system
When building a new spoken dialogue application, large amounts of domain specific data are required. This paper addresses the issue of generating in-domain training data when litt...
Chao Wang, Grace Chung, Stephanie Seneff
WELCOM
2001
Springer
111views ECommerce» more  WELCOM 2001»
15 years 2 months ago
User Modelling for Live Help Systems
Abstract. We have explored the role of user modelling in live help systems for e-commerce web sites. There are several potential benefits with user modelling in this context: 1) H...
Johan Aberg, Nahid Shahmehri, Dennis Maciuszek