De grootste kennisbank van het HBO

Inspiratie op jouw vakgebied

Vrij toegankelijk

Terug naar zoekresultatenDeel deze publicatie

Exploiting data analytics for social services: on searching for profiles of unlawful use of social benefits

Rechten: Alle rechten voorbehouden

Exploiting data analytics for social services: on searching for profiles of unlawful use of social benefits

Rechten: Alle rechten voorbehouden

Samenvatting

In this paper we present a data-driven profiling approach that we have adopted and implemented for a municipality. Our aim was to make profiles transparent and meaningful for citizens, policymakers and authorities so that they can validate, scrutinize and challenge the profiles. Our approach relies on a Genetic Algorithm (GA) that searches for useful and human understandable group profiles. Furthermore, we discuss some of the challenges encountered, show a selection of the profiles that were found by the GA, and discuss the necessity and a number of ways of validating these profiles in accordance with, e.g., privacy and non-discrimination laws and guidelines before using them in practice.

OrganisatieHogeschool Rotterdam
LectoraatKenniscentrum Creating 010
Gepubliceerd inICEGOV '18 Proceedings of the 11th International Conference on Theory and Practice of Electronic Governance ACM, New York, Pagina's: 550-559
Datum2018-04-04
TypeArtikel
ISBN978-1-4503-5421-9
TaalEngels

Op de HBO Kennisbank vind je publicaties van 26 hogescholen

De grootste kennisbank van het HBO

Inspiratie op jouw vakgebied

Vrij toegankelijk