TY - GEN
T1 - Aggregation of Continuous Preferences in One Dimension
AU - Del Pia, Alberto
AU - Knop, Dušan
AU - Lassota, Alexandra
AU - Sornat, Krzysztof
AU - Talmon, Nimrod
N1 - Publisher Copyright:
© 2024 International Joint Conferences on Artificial Intelligence. All rights reserved.
PY - 2024/1/1
Y1 - 2024/1/1
N2 - We develop a general, formal model of social choice in which voters have continuous preferences over a one-dimensional space. Our model is parameterized by different restrictions that we introduce regarding the way voter preferences change in time as well as the optimization criteria (that correspond to a normative continuum of fairness definitions) desired from an aggregation method-that outputs a continuous, one-dimensional curve-given such inputs. We discuss the applicability of the model to different real-world situations and, as a first step towards an analysis of the different model realizations, we concentrate on identifying those cases that are computationally feasible to compute.
AB - We develop a general, formal model of social choice in which voters have continuous preferences over a one-dimensional space. Our model is parameterized by different restrictions that we introduce regarding the way voter preferences change in time as well as the optimization criteria (that correspond to a normative continuum of fairness definitions) desired from an aggregation method-that outputs a continuous, one-dimensional curve-given such inputs. We discuss the applicability of the model to different real-world situations and, as a first step towards an analysis of the different model realizations, we concentrate on identifying those cases that are computationally feasible to compute.
UR - http://www.scopus.com/inward/record.url?scp=85204408681&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85204408681
T3 - IJCAI International Joint Conference on Artificial Intelligence
SP - 2748
EP - 2756
BT - Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024
A2 - Larson, Kate
PB - International Joint Conferences on Artificial Intelligence
T2 - 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024
Y2 - 3 August 2024 through 9 August 2024
ER -