How Similar Are Two Elections?

How Similar Are Two Elections?
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两次选举有多相似?

DOI:
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发表时间:
2019
期刊:
AAAI Conference on Artificial Intelligence
影响因子:
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通讯作者:
Nimrod Talmon
Nimrod Talmon
中科院分区:
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文献类型:
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作者:
Piotr Faliszewski;P. Skowron;A. Slinko;Stanislaw Szufa;Nimrod Talmon

文献摘要

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我们介绍了选举同构问题及其一系列近似变体,我们将其称为同构距离(d-ID)问题(其中 d 是偏好顺序之间的度量)。我们证明了选举同构是多项式时间可解的,并且 d-同构距离问题概括了各种经典的等级聚合方法(例如 Kemeny 和 Litvak 的方法)。我们确定问题的复杂性(包括它们的不可近似性),并提供有关在实践中解决这些问题的能力的初步实验。
We introduce the ELECTION ISOMORPHISM problem and a family of its approximate variants, which we refer to as dISOMORPHISM DISTANCE (d-ID) problems (where d is a metric between preference orders). We show that ELECTION ISOMORPHISM is polynomial-time solvable, and that the d-ISOMORPHISM DISTANCE problems generalize various classic rank-aggregation methods (e.g., those of Kemeny and Litvak). We establish the complexity of our problems (including their inapproximability) and provide initial experiments regarding the ability to solve them in practice.