A computational architecture for conversation
UM '99 Proceedings of the seventh international conference on User modeling
Using Bayesian networks to analyze expression data
RECOMB '00 Proceedings of the fourth annual international conference on Computational molecular biology
ELIZA—a computer program for the study of natural language communication between man and machine
Communications of the ACM
Introduction to Bayesian Networks
Introduction to Bayesian Networks
IEEE Intelligent Systems
Accounting for context in plan recognition, with application to traffic monitoring
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
A Web-Based Intelligent Tutoring System for Computer Programming
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
An Interface Agent Approach to Personalize Users' Interaction with Databases
Journal of Intelligent Information Systems
A web-based bayesian intelligent tutoring system for computer programming
Web Intelligence and Agent Systems
Automatic construction of bayesian networks for conversational agent
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
| Hi-index | 0.01 |
Conversational agents interact with users using natural language interface. Especially in Internet space, their role has been recently highlighted as a virtual representative of a web site. However, most of them use simple pattern matching techniques without considering user's goal. In this paper, we propose a conversational agent that utilizes user model constructed on Bayesian network for the responses consistent with user's goal. The agent is applied to the active guide of a website, which shows that the user modeling based on Bayesian network helps to respond to user's queries appropriately with the their goals.