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Allen, T.E., Chen, M., Goldsmith, J., Mattei, N., Popova, A., Regenwetter, M., Rossi, F., and Zwill- ing, C. (2015). “Beyond Theory and Data in Preference Modeling: Bringing Humans into the Loop.” In Algorithmic Decision Theory (T. Walsh, Ed.). Springer Lecture Notes in Artificial Intelligence, Vol. 9346.