Discovering Consistent Subelections
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866911969083129856 |
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| author | Janeczko, Łukasz Lang, Jérôme Lisowski, Grzegorz Szufa, Stanisław |
| author_facet | Janeczko, Łukasz Lang, Jérôme Lisowski, Grzegorz Szufa, Stanisław |
| contents | We show how hidden interesting subelections can be discovered in ordinal elections. An interesting subelection consists of a reasonably large set of voters and a reasonably large set of candidates such that the former have a consistent opinion about the latter. Consistency may take various forms but we focus on three: Identity (all selected voters rank all selected candidates the same way), antagonism (half of the selected voters rank candidates in some order and the other half in the reverse order), and clones (all selected voters rank all selected candidates contiguously in the original election). We first study the computation of such hidden subelections. Second, we analyze synthetic and real-life data, and find that identifying hidden consistent subelections allows us to uncover some relevant concepts. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_18767 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Discovering Consistent Subelections Janeczko, Łukasz Lang, Jérôme Lisowski, Grzegorz Szufa, Stanisław Computer Science and Game Theory We show how hidden interesting subelections can be discovered in ordinal elections. An interesting subelection consists of a reasonably large set of voters and a reasonably large set of candidates such that the former have a consistent opinion about the latter. Consistency may take various forms but we focus on three: Identity (all selected voters rank all selected candidates the same way), antagonism (half of the selected voters rank candidates in some order and the other half in the reverse order), and clones (all selected voters rank all selected candidates contiguously in the original election). We first study the computation of such hidden subelections. Second, we analyze synthetic and real-life data, and find that identifying hidden consistent subelections allows us to uncover some relevant concepts. |
| title | Discovering Consistent Subelections |
| topic | Computer Science and Game Theory |
| url | https://arxiv.org/abs/2407.18767 |