Document - The discovery of discrimination

2013

Contribution to book Restricted

The discovery of discrimination

Pedreschi D, Ruggieri S, Turini F

Discrimination H.2.8 Database Applications

Discrimination discovery from data consists in the extraction of discriminatory situations and practices hidden in a large amount of historical decision records.We discuss the challenging problems in discrimination discovery, and present, in a unified form, a framework based on classification rules extraction and filtering on the basis of legally-grounded interestingness measures. The framework is implemented in the publicly available DCUBE tool. As a running example, we use a public dataset on credit scoring.

Source: STUDIES IN APPLIED PHILOSOPHY, EPISTEMOLOGY AND RATIONAL ETHICS, pp. 91-108

Publisher: Springer

Metrics

Back to previous page

Cite as

BibTeX entry

@inbook{oai:it.cnr:prodotti:326454,
	title = {The discovery of discrimination},
	author = {Pedreschi D and Ruggieri S and Turini F},
	publisher = {Springer},
	doi = {10.1007/978-3-642-30487-3_5},
	booktitle = {STUDIES IN APPLIED PHILOSOPHY, EPISTEMOLOGY AND RATIONAL ETHICS, pp. 91-108},
	year = {2013}
}