Interactive and Mixed-Initiative Decision-Theoretic Systems AAAI 1998 Spring Symposium Series Stanford University, California March 23-25, 1998 Monday, March 23 9:00-10:30 AM Opening Remarks PLENARY TALK Richard Thomason Qualitative Decision Theory and Interactive Problem Solving 10:30-11:00 AM BREAK 11:00-12:30 PM Probability and Decision Model Construction Kathryn Blackmond Laskey and Suzanne M. Mahoney Network Fragments for Knowledge-Based Construction of Belief Networks Marek Druzdzel, Tsai-Ching Lu, and Tze Yun Leong Interactive Construction of Decision Models Based on Causal Mechanisms X. Wu and K.L. Poh Decision Model Construction with Multilevel Influence Diagrams 12:30-2:00 PM LUNCH 2:00-3:30 PM Preference Model Elicitation Vu Ha, Tri Le, and Peter Haddawy Case-Based Preference Elicitation Urszula Chajewska and Lise Getoor Utility Elicitation as a Classification Problem Tri Le and Peter Haddawy Incremental Constraint-Based Elicitation of Multi-Attribute Utility Functions 3:30-4:00 PM BREAK 4:00-5:30 PM PANEL: Incremental Elicitation and Model Construction Chair: Peter Haddawy 6:00-7:00 PM RECEPTION Tuesday, March 24 9:00-10:30 AM Explanation Urszula Chajewska and Denise L. Draper Explaining Predictions in Bayesian Networks and Influence Diagrams Giuseppe Carenini and Johanna Moore Multimedia Explanations in IDEA Decision Support Systems 10:30-11:00 AM BREAK 11:00-12:30 PM Applications Jack Breese and Gene Ball Modeling Emotional State and Personality for Conversational Agents Richard Goodwin, John Rachlin, Sesh Murthy, and Rama Akkiraju Interactive Decision Support: Advantages of an Incomplete Utility Model David G. Ullman and Bruce D'Ambrosio An Introduction to the Consensus Model of Engineering Design Decision Making 12:30-2:00 PM LUNCH 2:00-3:30 PM PANEL: User Interaction Chair: Denise Draper 3:30-4:00 PM BREAK 4:00-5:30 PM Poster Session and Demos John Mark Agosta Approximating the Noisy-Or Model by Naïve Bayes Love Ekenberg and Johan Thorbiornson Congruency of Beliefs Irina Rish and Rina Dechter On the Impact of Causal Independence Seth Rogers and Pat Langley Interactive Refinement of Route Preferences for Driving 6:00-8:00 PM PLENARY SESSION Wednesday, March 25 9:00-10:30 AM Applications (cont'd) S. Quaglini, L. Dazzi, M. Stefanelli, and C. Fassino A Meta-Model Approach to the Construction of Decision Support Systems inHealth Economics Duane Steward Utility Assessment Based on Individualized Patient Perspectives 10:30-11:00 AM BREAK 11:00-12:30 PM PANEL: Wrap-Up Chair: Steve Hanks 12:30 PM SYMPOSIUM ENDS