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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
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.
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页码:394 / 401
页数:8
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