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:
影响因子:
--
通讯作者:
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
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
DOI:
--
发表时间:
2018
期刊:
PVLDB
影响因子:
--
作者:
Abolfazl Asudeh, H. V.
通讯作者:
Abolfazl Asudeh, H. V.
DOI:
10.5441/002/edbt.2018.22
发表时间:
2018
期刊:
--
影响因子:
--
作者:
Julia Stoyanovich;Ke Yang;H. V. Jagadish
通讯作者:
Julia Stoyanovich;Ke Yang;H. V. Jagadish