Proportional Justified Representation
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Abstract (arXiv)
The goal of multi-winner elections is to choose a fixed-size committee based on voters' preferences. An important concern in this setting is representation: large groups of voters with cohesive preferences should be adequately represented by the election winners. In an influential paper, Aziz et al. proposed two axioms that aim to capture this idea: justified representation (JR) and its strengthening extended justified representation (EJR). We observe that EJR is incompatible with the highly desirable Perfect Representation (PR) criterion, and propose a relaxation of EJR, which we call Proportional Justified Representation (PJR). PJR is more demanding than JR, but, unlike EJR, it is compatible with PR, as well as with a stronger variant of this axiom, which we term Fractional Perfect Representation (FPR). Moreover, just like EJR, PJR can be used to characterise the classic Proportional Approval Voting (PAV) rule in the class of weighted PAV rules. On the other hand, we show that EJR provides stronger guarantees with respect to average voter satisfaction than PJR does.
Key facts. Cited by 25 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 Nov 2016.
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Citing papers per year: 2021: 3; 2022: 2; 2023: 5; 2024: 0; 2025: 9; 2026: 6.
25 papers.
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- 2023Proportional Aggregation of Preferences for Sequential Decision Makingcited by 17
- 2023Temporal Fairness in Multiwinner Votingcited by 14
- 2022Online Approval Committee Electionscited by 9
- 2025Strengthening Proportionality in Temporal Votingcited by 9
- 2023Proportionally Representative Clusteringcited by 8
- 2021Strategyproof and Proportionally Fair Facility Locationcited by 6
- 2021DiRe Committee : Diversity and Representation Constraints in Multiwinner Electionscited by 3
- 2021Core-Stable Committees under Restricted Domainscited by 3
- 2022Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanismcited by 3
- 2023Proportional Representation in Metric Spaces and Low-Distortion Committee Selectioncited by 3
- 2025Full Proportional Justified Representationcited by 3
- 2026The Price of Proportional Representation in Temporal Votingcited by 3
13 more
- 2025Representative Ranking for Deliberation in the Public Spherecited by 2
- 2025Metritocracy: Representative Metrics for Lite Benchmarkscited by 2
- 2025Question the Questions: Auditing Representation in Online Deliberative Processescited by 2
- 2025Proportional Selection in Networkscited by 1
- 2025Proportional Committee Elections with Positive and Negative Votescited by 1
- 2025A Linear Theory of Multi-Winner Votingcited by 1
- 2026Large Language Models for Designing Participatory Budgeting Rulescited by 1
- 2026Strengthening Full Justified Representation: Efficient Verification and Computationcited by 1
- 2023Data as Voters: Core Set Selection Using Approval-Based Multi-Winner Votingcited by 0
- 2025Fairness in the Multi-Secretary Problemcited by 0
- 2026A General Theory of Proportionality with Additive Utilitiescited by 0
- 2026Multi-Winner Voting with Argumentative Ballotscited by 0
- 2026Proportional Representation in Temporal Voting with Ranked Preferencescited by 0
- 2026Proportional Representation in Temporal Voting with Ranked Preferences24 Sep 2026
- 2026Multi-Winner Voting with Argumentative Ballots24 Aug 2026
- 2026Strengthening Full Justified Representation: Efficient Verification and Computation11 Aug 2026
- 2026The Price of Proportional Representation in Temporal Voting11 May 2026
- 2026Large Language Models for Designing Participatory Budgeting Rules10 Feb 2026
- 2026A General Theory of Proportionality with Additive Utilities9 Feb 2026
- 2025Fairness in the Multi-Secretary Problem28 Nov 2025
- 2025Question the Questions: Auditing Representation in Online Deliberative Processes6 Nov 2025
- 2025Metritocracy: Representative Metrics for Lite Benchmarks11 Jun 2025
- 2025Strengthening Proportionality in Temporal Voting28 May 2025
- 2025Representative Ranking for Deliberation in the Public Sphere19 Mar 2025
- 2025A Linear Theory of Multi-Winner Voting5 Mar 2025
13 more
- 2025Proportional Committee Elections with Positive and Negative Votes3 Mar 2025
- 2025Proportional Selection in Networks5 Feb 2025
- 2025Full Proportional Justified Representation21 Jan 2025
- 2023Proportional Representation in Metric Spaces and Low-Distortion Committee Selection16 Dec 2023
- 2023Temporal Fairness in Multiwinner Voting7 Dec 2023
- 2023Proportional Aggregation of Preferences for Sequential Decision Making26 Jun 2023
- 2023Proportionally Representative Clustering27 Apr 2023
- 2023Data as Voters: Core Set Selection Using Approval-Based Multi-Winner Voting19 Apr 2023
- 2022Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism30 May 2022
- 2022Online Approval Committee Elections14 Feb 2022
- 2021Strategyproof and Proportionally Fair Facility Location2 Nov 2021
- 2021Core-Stable Committees under Restricted Domains4 Aug 2021
- 2021DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections15 Jul 2021
- 2023Proportional Aggregation of Preferences for Sequential Decision Makingcited by 17
- 2023Temporal Fairness in Multiwinner Votingcited by 14
- 2022Online Approval Committee Electionscited by 9
- 2025Strengthening Proportionality in Temporal Votingcited by 9
- 2023Proportionally Representative Clusteringcited by 8
- 2021Strategyproof and Proportionally Fair Facility Locationcited by 6
- 2021DiRe Committee : Diversity and Representation Constraints in Multiwinner Electionscited by 3
- 2021Core-Stable Committees under Restricted Domainscited by 3
- 2022Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanismcited by 3
- 2023Proportional Representation in Metric Spaces and Low-Distortion Committee Selectioncited by 3
- 2025Full Proportional Justified Representationcited by 3
- 2026The Price of Proportional Representation in Temporal Votingcited by 3
12 most cited of 25 All 25 (JSON)
- 2026Proportional Representation in Temporal Voting with Ranked Preferences24 Sep 2026
- 2026Multi-Winner Voting with Argumentative Ballots24 Aug 2026
- 2026Strengthening Full Justified Representation: Efficient Verification and Computation11 Aug 2026
- 2026The Price of Proportional Representation in Temporal Voting11 May 2026
- 2026Large Language Models for Designing Participatory Budgeting Rules10 Feb 2026
- 2026A General Theory of Proportionality with Additive Utilities9 Feb 2026
- 2025Fairness in the Multi-Secretary Problem28 Nov 2025
- 2025Question the Questions: Auditing Representation in Online Deliberative Processes6 Nov 2025
- 2025Metritocracy: Representative Metrics for Lite Benchmarks11 Jun 2025
- 2025Strengthening Proportionality in Temporal Voting28 May 2025
- 2025Representative Ranking for Deliberation in the Public Sphere19 Mar 2025
- 2025A Linear Theory of Multi-Winner Voting5 Mar 2025
12 newest of 25 All 25 (JSON)