Constructing categories: Moving beyond protected classes in algorithmic fairness
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24643
Abstract: Automated, data‐driven decision making is increasingly common in a variety of application domains. In educational software, for example, machine learning has been applied to tasks like selecting the next exercise for students to complete. Machine… read more here.
Keywords: fairness; constructing categories; moving beyond; categories moving ... See more keywords
Constructing categories of ‘desirable migrants’ through bureaucracy in French and Canadian mobility regimes
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Ethnic and Migration Studies"
DOI: 10.1080/1369183x.2025.2501716
Abstract: ABSTRACT This paper comparatively examines ‘highly skilled’ Vietnamese migrants’ encounters with the mobility regimes in France and Canada, through their experiences with immigration administrative procedures in these countries. We seek to highlight how categories of… read more here.
Keywords: categories desirable; desirable migrants; constructing categories; mobility regimes ... See more keywords