Elicitation of Factored Utilities

Darius Braziunas and Craig Boutilier
Department of Computer Science
University of Toronto
Toronto, ON M5S 3H5


The effective tailoring of decisions to the needs and desires of specific users requires automated mechanisms for preference assessment. We provide a brief overview of recent direct preference elicitation methods: these methods ask users to answer (ideally, a small number of) queries regarding their preferences and use this information to recommend a feasible decision that would be (approximately) optimal given those preferences. We argue for the importance of assessing numerical utilities rather than qualitative preferences, and survey several utility elicitation techniques from artificial intelligence, operations research, and conjoint analysis.

AI Magazine, Vol 29, No 4.

  author = 	 "Darius Braziunas and Craig Boutilier",
  title = 	 "Elicitation of Factored Utilities",
  journal = 	 {AI Magazine},
  year = 	 {2008},
  volume = 	 "29",
  number = 	 "4"

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