Optimizing Viscous Democracy

Ben Armstrong, Shiri Alouf-Heffetz, Nimrod Talmon

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Viscous democracy is a generalization of liquid democracy, a social choice framework in which voters may transitively delegate their votes.In viscous democracy, a”viscosity” factor decreases the weight of a delegation the further it travels, reducing the chance of excessive weight flowing between ideologically misaligned voters.We demonstrate that viscous democracy often significantly improves the quality of group decision-making over liquid democracy.We first show that finding optimal delegations within a viscous setting is NP-hard.However, simulations allow us to explore the practical effects of viscosity.Across social network structures, competence distributions, and delegation mechanisms we find high viscosity reduces the chance of “super-voters” attaining large amounts of weight and increases the number of voters that are able to affect the outcome of elections.This, in turn, improves group accuracy as a whole.As a result, we argue that viscosity should be considered a core component of liquid democracy.

Original languageAmerican English
Title of host publicationProceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024
EditorsKate Larson
Pages2643-2650
Number of pages8
ISBN (Electronic)9781956792041
StatePublished - 1 Jan 2024
Event33rd International Joint Conference on Artificial Intelligence, IJCAI 2024 - Jeju, Korea, Republic of
Duration: 3 Aug 20249 Aug 2024

Publication series

NameIJCAI International Joint Conference on Artificial Intelligence

Conference

Conference33rd International Joint Conference on Artificial Intelligence, IJCAI 2024
Country/TerritoryKorea, Republic of
CityJeju
Period3/08/249/08/24

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

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