Research map / Learning theory and algorithms / Submodular and game algorithms
Participatory Budgeting Designs for the Real World
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use k-approval rather than the other tested input formats | Participatory budgeting voter preference elicitation · Four PB elections | overall voter experience | Helped |
| Use k-approval rather than the other tested input formats | Participatory budgeting voter preference elicitation · Four PB elections | time to learn and cast a vote | Helped |
| Use k-approval rather than the other tested input formats | Participatory budgeting voter preference elicitation · Four PB elections | perceived expressiveness | Helped |
| Use value-for-money ranking rather than the other tested input formats | Participatory budgeting voter preference elicitation · Four PB elections | time to complete the task | Hurt |
| Use points allocation rather than the other tested input formats | Participatory budgeting voter preference elicitation · Four PB elections | consistency-test pass rate | Hurt |
| Use equal shares rather than greedy aggregation | Participatory budgeting aggregation · Four PB elections, varying input formats | outcome stability across input formats | Helped |
| Use equal shares rather than greedy aggregation | Participatory budgeting aggregation · Four PB elections, varying participation | outcome stability under partial participation | Helped |
| Use equal shares rather than greedy aggregation | Participatory budgeting aggregation · Four PB elections | social welfare | Mixed |
| Use knapsack input with greedy aggregation rather than other formats with greedy aggregation | Greedy aggregation · Four PB elections, varying participation | outcome stability under partial participation | Helped |
Closest papers by meaning
- The Distortion of Public-Spirited Participatory Budgeting (AAAI 2025 · similarity 0.91)
- Fair Lotteries for Participatory Budgeting (AAAI 2024 · similarity 0.86)
- Strategic Cost Selection in Participatory Budgeting (NeurIPS 2025 · similarity 0.86)
- Project-Fair and Truthful Mechanisms for Budget Aggregation (AAAI 2024 · similarity 0.82)
- Proportional Aggregation of Preferences for Sequential Decision Making (AAAI 2024 · similarity 0.81)
- Voter Priming Campaigns: Strategies, Equilibria, and Algorithms (AAAI 2025 · similarity 0.80)
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