TY - JOUR
T1 - Enabling Users’ Control on Recommender Systems for Short Videos
T2 - 3rd European Workshop on Algorithmic Fairness, EWAF 2024
AU - Fabbri, Matteo
AU - Jia, Jingyi
AU - Woerndl, Wolfgang
N1 - Publisher Copyright:
© 2023 Copyright for this paper by its authors.
PY - 2024
Y1 - 2024
N2 - In the contemporary information age, online platforms influence users’ behaviour through recommender systems (RSs), the algorithms that suggest content to them. The Digital Services Act (DSA) of the European Union is the first supranational regulation that sets specific transparency and design requirements for RSs with the aim of enhancing users’ autonomy: apart from explaining the functioning of their RSs in the terms and conditions, online platforms are now required to provide a functionality that allows users to modify the parameters on which recommendations rely. However, the standards on how to design DSA-compliant RSs have not been published yet, leaving the regulatory ground open to conflicting interpretations. In this work, we introduce an interactive, controllable short video recommendation platform that will be used to carry out user studies aimed at clarifying how the user control features in RSs can be designed so that users understand and are willing to intervene on the recommendation process. Our contribution proposes original algorithmic and interface design features that can be adopted by the main short-video platforms with minor refinement to comply with the DSA.
AB - In the contemporary information age, online platforms influence users’ behaviour through recommender systems (RSs), the algorithms that suggest content to them. The Digital Services Act (DSA) of the European Union is the first supranational regulation that sets specific transparency and design requirements for RSs with the aim of enhancing users’ autonomy: apart from explaining the functioning of their RSs in the terms and conditions, online platforms are now required to provide a functionality that allows users to modify the parameters on which recommendations rely. However, the standards on how to design DSA-compliant RSs have not been published yet, leaving the regulatory ground open to conflicting interpretations. In this work, we introduce an interactive, controllable short video recommendation platform that will be used to carry out user studies aimed at clarifying how the user control features in RSs can be designed so that users understand and are willing to intervene on the recommendation process. Our contribution proposes original algorithmic and interface design features that can be adopted by the main short-video platforms with minor refinement to comply with the DSA.
KW - Digital Services Act
KW - Interface design
KW - Meaningful control
KW - Recommender systems
UR - http://www.scopus.com/inward/record.url?scp=85219513948&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85219513948
SN - 1613-0073
VL - 3908
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
Y2 - 1 July 2024 through 3 July 2024
ER -