mlsanityData to 14 Oct 2026

Participatory Budgeting: Models and Approaches

arXiv 2003.00606 ↗First posted 1 Mar 2020cs.GTcited by 23

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Abstract (arXiv)

Participatory budgeting is a democratic approach to deciding the funding of public projects, which has been adopted in many cities across the world. We present a survey of research on participatory budgeting emerging from the computational social choice literature, which draws ideas from computer science and microeconomic theory. We present a mathematical model for participatory budgeting, which charts existing models across different axes including whether the projects are treated as "divisible" or "indivisible" and whether there are funding limits on individual projects. We then survey various approaches and methods from the literature, giving special emphasis on issues of preference elicitation, welfare objectives, fairness axioms, and voter incentives. Finally, we discuss several directions in which research on participatory budgeting can be extended in the future.

Key facts. Cited by 23 papers in the map (data through 14 Oct 2026). First posted on arXiv 1 Mar 2020.

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2021: 4; 2022: 4; 2023: 3; 2024: 2; 2025: 8; 2026: 2.

23 papers.

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  1. 2023Temporal Fairness in Multiwinner Votingcited by 14
  2. 2025Generative Social Choice: The Next Generationcited by 10
  3. 2024Generative AI voting: fair collective choice is resilient to LLM biases and inconsistenciescited by 8
  4. 2025Beyond RLHF and NLHF: Population-Proportional Alignment under an Axiomatic Frameworkcited by 4
  5. 2021On Meritocracy in Optimal Set Selectioncited by 3
  6. 2022Foundations for Grassroots Democratic Metaversecited by 3
  7. 2025Full Proportional Justified Representationcited by 3
  8. 2025Bridging Voting and Deliberation with Algorithms: Field Insights from vTaiwan and Kultur Komiteecited by 3
  9. 2022Maxmin Participatory Budgetingcited by 2
  10. 2021What Should We Optimize in Participatory Budgeting? An Experimental Studycited by 1
  11. 2022Indivisible Participatory Budgeting under Weak Rankingscited by 1
  12. 2023Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learningcited by 1
11 more
  1. 2024Harm Ratio: A Novel and Versatile Fairness Criterioncited by 1
  2. 2025A Linear Theory of Multi-Winner Votingcited by 1
  3. 2026Large Language Models for Designing Participatory Budgeting Rulescited by 1
  4. 2026Computing Thiele Rules on Interval Elections and their Generalizationscited by 1
  5. 2021Participatory Budgeting with Donations and Diversity Constraintscited by 0
  6. 2021Collective discrete optimisation as judgment aggregationcited by 0
  7. 2022Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviationcited by 0
  8. 2023Participatory Budgeting With Multiple Degrees of Projects And Ranged Approval Votescited by 0
  9. 2025Efficient Portfolio Selection through Preference Aggregation with Quicksort and the Bradley--Terry Modelcited by 0
  10. 2025LLMs for Resource Allocation: A Participatory Budgeting Approach to Inferring Preferencescited by 0
  11. 2025Algorithmic Shortlisting in Participatory Budgetingcited by 0