Interactive and Mixed-Initiative Decision-Theoretic Systems
Papers from the 1998 AAAI Spring Symposium
Peter Haddawy and Steve Hanks, Program Cochairs
Technical Report SS-98-03. Published by The AAAI Press, Menlo Park, California. This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Approximating the Noisy-Or Model by Naive Bayes / 1
John M. Agosta
Modeling Emotional State and Personality for Conversational Agents / 7
Jack Breese and Gene Ball
Supporting Incremental Knowledge Elicitation in Decision-Theoretic Systems / 14
Scott M. Brown, Eugene Santos, Jr., and Sheila B. Banks
Multimedia Explanation in IDEA Decision Support Systems / 16
Giuseppe Carenini and Johanna Moore
Explaining Predictions in Bayesian Networks and Influence Diagrams / 23
Urszula Chajewska and Denise L. Draper
Utility Elicitation as a Classification Problem / 32
Urszula Chajewska and Lise Getoor
Interactive Construction of Decision Models Based on Causal Mechanisms / 38
Marek J. Druzdzel, Tsai-Ching Lu, and Tze-Yun Leong
Congruency of Beliefs / 45
Love Ekenberg and Johan Thorbiornson
Adaptive Mixed-Initiative Systems for Decision-Theoretic Crisis Response / 53
Melinda T. Gervasio
Interactive Decision Support: Advantages of an Incomplete Utility Model / 55
Richard Goodwin, Sesh Murthy, John Rachlin, and Rama Akkiraju
Cased-Based Preference Elicitation (Preliminary Report) / 62
Vu Ha, Tri Le, and Peter Haddawy
Network Fragments for Knowledge-Based Construction of Belief Networks / 69
Kathryn B. Laskey and Suzanne M. Mahoney
Incremental Constraint-Based Elicitation of Multi-Attribute Utility Functions / 80
Tri Le and Peter Haddawy
An Interactive Preference-Based Movie Advisor / 87
Hien Nguyen and Peter Haddawy
Argumentation and Multi-Agent Decision Making / 89
Simon Parsons and Nick R. Fox
A Meta-Model Approach to the Construction of Decision Support Systems in Health Economies / 92
Silvana Quaglini, Luisella Dazzi, Mario Stefanelli, and Clara Fassino
On the Impact of Causal Independence / 101
Irina Rish and Rina Dechter
Interactive Refinement of Route Preferences for Driving / 109
Seth Rogers and Pat Langley
Utility Assessment Based on Individualized Patient Perspectives / 114
Duane Steward
Qualitative Decision Theory and Interactive Problem Solving (Extended Abstract) / 124
Richmond H. Thomason
An Introduction to the Consensus Model of Engineering Design Decision Making / 131
David G. Ullman and Bruce D'Ambrosio
Predicting Uncertainty in Tactical Decision Aids (TDA) Produced from Uncertain Geospatial Data / 140
Ed Wright and Kathryn Laskey
Decision Model Construction with Multilevel Influence Diagrams / 142
X. Wu and K. L. Poh
List of Invited Participants / 148
Author Index / 151
Peter Haddawy and Steve Hanks
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