Discovering gender discrimination in project funding

被引：5
|
作者：
Romei, Andrea [1 ]
Ruggieri, Salvatore [1 ]
Turini, Franco [1 ]
机构：
[1] Univ Pisa, Dipartimento Informat, I-56127 Pisa, Italy
来源：
12TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2012) | 2012年
关键词：
D O I：
10.1109/ICDMW.2012.39
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The selection of projects for funding can hide discriminatory decisions. We present a case study investigating gender discrimination in a dataset of scientific research proposals submitted to an Italian national call. The method for the analysis relies on a data mining classification strategy that is inspired by a legal methodology for proving evidence of social discrimination against protected-by-law groups.
引用
收藏
页码：394 / 401
页数：8
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