Advances in Preference Handling
Papers from the 2008 AAAI Workshop
Jan Chomicki, Vincent Conitzer, Ulrich Junker, Patrice Perny, Program Cochairs
Technical Report WS-08-09 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Contents
Organizing Committee / vii
Jan Chomicki, Vincent Conitzer, Ulrich Junker, Patrice Perny
Preface / ix
Jan Chomicki, Vincent Conitzer, Ulrich Junker, and Patrice Perny
Value-Based Arguments in the Dictator Game / 1
Katie Atkinson, Trevor Bench-Capon
Long-term Fairness with Bounded Worst-case Losses / 7
Gabriel Balan, Dana Richards, Sean Luke
Exploitation of User’s Preferences in Reinforcement Learning Decision Support Systems / 13
Micheline Bélanger, Jean Berger, Jimmy Perron, Jimmy Hogan, Bernard Moulin
Exploiting Ontological Information for Reasoning with Preferences / 19
Gil Chamiel, Maurice Pagnucco
Preferences in Semi-Cooperative Agreement Problems / 25
Elisabeth Crawford, Manuela Veloso
Optimization of Preference Queries under Hard Sum Constraints / 31
Markus Endres, Werner Kießling
Evaluating the Benefits of Generalized Additive Representation in a Multiattribute Auction Setting / 37
Yagil Engel, Michael P. Wellman
Elicitation Strategies for Fuzzy Constraint Problems with Missing Preferences: An Experimental Study / 43
M. Gelain, M.S. Pini, F. Rossi, K. Venable, T. Walsh
Imprecise Soft Constraint Problems / 49
M. Gelain, M.S. Pini, F. Rossi, K. Venable, N. Wilson
Robust Solutions in Stackelberg Games: Addressing Boundedly Rational Human Preference Models / 55
Manish Jain, Fernando Ord&ocaute;ñez, James Pita, Christopher Portway, Milind Tambe, Craig Western, Praveen Paruchuri, Sarit Kraus
Extending to Soft and Preference Constraints a Framework for Solving Efficiently Structured Problems / 61
Philippe Jégou, Samba Ndojh Ndiaye, Cyril Terrioux
Decision Policy Design as Pareto-Minimization of Infeasible Lower Bounds / 67
Ulrich Junker, Alexis Tsoukiàs
NP-Completeness of Outcome Optimization for Partial CP-nets / 73
Keith Purrington, Edmund H. Durfee
Adapting to Resident Preferences in Smart Environments / 79
Parisa Rashidi, Diane J. Cook
Empirical Evaluation of Ranking Trees on Some Metalearning Problems / 85
Carla Rebelo, Carlos Soares, Joaquim Pinto da Costa
Computing Semantics of Preference with a Semantic Cognitive Map of Natural Language: Application to Mood Sensing from Text / 91
Alexei V. Samsonovich, Giorgio A. Ascoli
Consensus Methods for Reconstruction of Sibling Relationships from Genetic Data / 97
Saad I. Sheikh, Tanya Y. Berger-Wolf, Ashfaq A. Khokhar, Bhaskar DasGupta
On Planning with Preferences in HTN / 103
Shirin Sohrabi, Sheila A. McIlraith
Enabling Selective Automation of Human Decision-Making Using Rules as Preferences in a Service-industry Application / 110
Biplav Srivastava, SivaKiran YellamRaju
Metamodeling Approach to Preference Management in the Semantic Web / 116
Dilek Tapucu, Ozgu Can, Okan Bursa, Murat Osman Unalir
Logic-Based Preference Languages with Intermediate Complexity / 123
Joel Uckelman, Andreas Witzel
Comparing Preferences Expressed by CP-networks (Extended Abstract) / 128
Andrew W. Wicker, Jon Doyle
Democratic Approximation of Lexicographic Preference Models / 134
Fusun Yaman, Thomas J. Walsh, Michael L. Littman, Marie desJardins
Enabling Environment Design via Active Indirect Elicitation / 140
Haoqi Zhang, David C. Parkes