@inproceedings{boutilier97, author = "Craig Boutilier and Ronen Brafman and Chris Geib and David Poole", title = "A constraint-based approach to preference elicitation and decision making", booktitle = "AAAI Spring Symposium on Qualitative Decision Theory", year = 1997, annote = "{\em Boutilier is one of the most published researchers in the area; this seems like a nice approach to the general problem, and should have some good references to follow.}" } @inproceedings{boutilier01, author = "Craig Boutilier and Fahiem Bacchus and Ronen I. Brafman", title = "{UCP-Networks}: A directed graphical representation of conditional utilities", booktitle = "Proceedings of the Conference on Uncertainty in AI", year = 2001, page = "56--64", annote = "{\em Not about preference elicitation per se, but about representing structured utilities, which can help to guide the elicitation process.}" } @inproceedings{bacchus96, author = "Fahiem Bacchus and Adam J. Grove", title = "Utility independence in a qualitative decision theory", booktitle = "Proceedings of KR'96", year = 1996, pages = "542--552", annote = "{\em Everybody seems to cite this paper.}" } @article{cohen01, author = "William W. Cohen and Robert E. Schapire and Yoram Singer", title = "Learning to Order Things", journal = "Journal of AI Research", volume = 10, pages = "243--270", year = 1999, annote = "{\em Not exactly elicitation of a full preference function, but a related problem of learning rank-ordering functions over sets of objects.]}" }