TERMIUM Plus®

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INPUT DATA PRIVACY [2 records]

Record 1 2026-03-31

English

Subject field(s)
  • Artificial Intelligence
  • Statistical Surveys
  • Demography
CONT

In recent years, the performance of supercomputers skyrocketed, and at the same time, the access for data scientists to high performance computing technologies has been democratized, offering to policy makers the unprecedented opportunity for creating tailored policy using a completely synthetic population. Policy simulation models can take as input synthetic individuals that resemble the actual ones but are stripped out of their identities, as they are synthetic by design. Synthetic individuals are created by interlinking census data, behavioural surveys and other available data sets and the result is a synthetic population with average statistics similar to the actual one by design, to the point that one is not able to tell if an individual belongs to the real or to the synthetic population, with the advantage of being relieved of most privacy concerns.

OBS

synthetic persons; synthetic people: plural.

Key term(s)
  • synthetic persons
  • synthetic people

French

Domaine(s)
  • Intelligence artificielle
  • Sondages et enquêtes (Statistique)
  • Démographie
CONT

Sur base des données du Registre national, nous pouvons créer directement nos individus synthétiques caractérisés par les variables présentes dans celui-ci (âge, genre, commune, etc.). Ensuite, nous souhaitons «ajouter» à chaque individu un diplôme et un statut professionnel. Pour cela, nous avons choisi de nous baser sur trois tables du Census 2011. Tout d'abord, nous avons considéré une table croisant l'âge, le genre, la commune et le diplôme, ainsi qu'une autre table croisant l'âge, le genre, la commune et le statut professionnel.

Spanish

Save record 1

Record 2 2024-02-29

English

Subject field(s)
  • Rights and Freedoms
  • IT Security
  • Information Processing (Informatics)
DEF

The guarantee that a user’s input data cannot be observed by other parties, including the model creator.

French

Domaine(s)
  • Droits et libertés
  • Sécurité des TI
  • Traitement de l'information (Informatique)

Spanish

Save record 2

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