Preference Handling for Artificial Intelligence
Papers from the 2007 AAAI Workshop
Jon Doyle, Judy Goldsmith, Ulrich Junker, and Jérôme Lang, Program Cochairs
Technical Report WS-07-10 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Contents
Organizing Committee / vii
Jon Doyle, Judy Goldsmith, Ulrich Junker, and Jérôme
Preface / vii
Jon Doyle, Judy Goldsmith, Ulrich Junker, and Jérôme
Comparing the Notions of Optimality in Strategic Games and Soft Constraints / 1
Krzysztof R. Apt, Francesca Rossi, and Kristen Brent Venable
A Preference Model for Over-Constrained Meeting Requests / 7
Pauline M. Berry, Melinda Gervasio, Bart Peintner, and Neil Yorke-Smith
Exploiting Preferences over Information Sources to Efficiently Resolve Inconsistencies in Peer-to-peer Query Answering / 15
Arnold Binas and Sheila A. McIlraith
Computing Optimal Subsets / 23
Max Binshtok , Ronen I. Brafman, Solomon E. Shimony, Ajay Martin, and Craig Boutilier
Minimax Regret Based Elicitation of Generalized Additive Utilities / 31
Darius Braziunas and Craig Boutilier
Preference Representation for Multi-Unit Multiattribute Auctions / 39
Yagil Engel, Kevin M. Lochner, and Michael P. Wellman
A Spectral Approach to Collaborative Ranking / 47
Joachim Giesen, Dieter Mitsche, and Eva Schuberth
The AI Conference Paper Assignment Problem / 53
Judy Goldsmith and Robert H. Sloan
Upside-down Preference Reversal: How to Override Ceteris Paribus Preferences? / 58
Ulrich Junker
Local Search for Optimal Global Map Generation Using Mid-Decadal Landsat Images / 66
Lina Khatib, John Gasch, Robert Morris, and Steven Covington
Preferences Improve Learning to Solve Constraint Problems / 71
Smiljana Petrovic and Susan L. Epstein
Sequential Majority Voting with Incomplete Profiles / 79
Maria Silvia Pini, Francesca Rossi, K. Brent Venable, and Toby Walsh
Preference Representation with Weighted Goals: Expressivity, Succinctness, Complexity / 85
Joel Uckelman and Ulle Endriss
Preference Learning for Adaptive Interaction / 93
Julie S. Weber
A Preference Logic with Four Kinds of Preferences / 95
Zhang Zhizheng and Xing Hancheng