MithraRanking: A System for Responsible Ranking Design

MithraRanking: A System for Responsible Ranking Design
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MithraRanking:负责任的排名设计系统

DOI:
10.1145/3299869.3320244
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发表时间:
2019
期刊:
Proc. ACM SIGMOD Intl Conf on Management of Data
影响因子:
--
通讯作者:
Das, Gautam
Das, Gautam
中科院分区:
--
文献类型:
--
作者:
Guan, Yifan;Asudeh, Abolfazl;Mayuram, Pranav;Jagadish, H. V.;Stoyanovich, Julia;Miklau, Gerome;Das, Gautam

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数据库中的项通常根据一系列标准进行排序。在组合中赋予每个标准的权重会极大地影响产生的排名。通常,用户可能对不同标准的相对重要性有一个大致的认识,但除此之外,在一定范围内,用户可以灵活地选择在可接受的区域内以不同的方式权衡这些标准的组合。我们演示了mithrarank,这是一个帮助用户选择标准权重的系统,可以在拥有理想属性的同时保持在可接受的范围内,从而获得“更好”的排名。我们关注的善良属性是稳定和公平。
Items from a database are often ranked based on a combination of criteria. The weight given to each criterion in the combination can greatly affect the ranking produced. Often, a user may have a general sense of the relative importance of the different criteria, but beyond this may have the flexibility, within limits, to choose combinations that weigh these criteria differently with an acceptable region. We demonstrate MithraRanking, a system that helps users choose criterion weights that lead to "better'' rankings in terms of having desirable properties while remaining within the acceptable region. The goodness properties we focus on are stability and fairness.
DOI: 10.4230/lipics.icalp.2018.28
发表时间: 2017-04
期刊: ArXiv
影响因子: --
作者:
L. E. Celis;D. Straszak;Nisheeth K. Vishnoi
通讯作者: L. E. Celis;D. Straszak;Nisheeth K. Vishnoi
关于获得稳定的排名
DOI: --
发表时间: 2018
期刊: PVLDB
影响因子: --
作者:
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通讯作者: Abolfazl Asudeh, H. V.
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发表时间: 2018
期刊: --
影响因子: --
作者:
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