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Publications

15 Challenges and opportunities for recommender systems in media markets

Ranaivoson, H., Smets, A. & Ballon, P. (2024). 15 Challenges and opportunities for recommender systems in media markets. In U. Rohn, M. Rimscha & T. Raats (Ed.), De Gruyter Handbook of Media Economics (pp. 215-228). Berlin, Boston: De Gruyter. https://doi.org/10.1515/9783110793444-015

How Should We Measure Filter Bubbles?

Michiels, L., Vannieuwenhuyze, J., Leysen, J., Verachtert, R., Smets, A., & Goethals, B. 2023. How Should We Measure Filter Bubbles? A Regression Model and Evidence for Online News. In Proceedings of the 17th ACM Conference on Recommender Systems.

Impacts of AI on Music Consumption and Fairness

Henry, A., Wiratama, V., Afilipoaie, A., Ranaivoson, H., & Arrivé, E. (2024). Impacts of AI on Music Consumption and Fairness. Emerging Media, 0(0). https://doi.org/10.1177/27523543241269047 

Integrating discoverability and prominence in video-on-demand consumption choices. A qualitative user study in Belgium

Iordache, C., Loisen, J., & Van Audenhove, L. (2023). Integrating discoverability and prominence in video-on-demand consumption choices. A qualitative user study in Belgium. International Communication Gazette. https://doi.org/10.1177/17480485231191898

It’s (Not) All About That CTR: a Multi-Stakeholder Perspective on News Recommender Metrics

Vandenbroucke, H., & Smets, A. (2024). It’s (Not) All About That CTR: a Multi-Stakeholder Perspective on News Recommender Metrics. In Proceedings of the 18th ACM Conference on Recommender Systems.

Media policymaking and multistakeholder involvement: Matching audience, stakeholder and government expectations for public service media in Flanders

Van den Bulck, H. & Raats, T. (2023). Media policymaking and multistakeholder involvement: Matching audience, stakeholder and government expectations for public service media in Flanders. European Journal of Communication, 38(2), 132-147. https://doi.org/10.1177/02673231221112199

Piecing the puzzle of VOD offerings: A comparison of eight US and local services in Flanders

Iordache, C., Raats, T., Pakvis, M., & Asmar, A. (2023). Piecing the puzzle of VOD offerings: A comparison of eight US and local services in Flanders. Journal of Digital Media and Policy 14(3), 357 - 376. https://doi.org/10.1386/jdmp_00134_1

Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity

Ranaivoson, H. R., & Domazetovikj, N. (2023). Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity. Media and Communication, 11(2), 379-391. https://doi.org/10.17645/mac.v11i2.6401 

The platformization of Public Service Media. A comparative analysis of five BVOD services in Western and Northern Europe

Iordache, C., & Raats, T. (2023). The platformization of Public Service Media. A comparative analysis of five BVOD services in Western and Northern Europe. International Journal of Media and Cultural Politics19(1), 3-22. https://doi.org/10.1386/macp_00070_1

Towards a Pragmatic Approach for studying Normative Recommender Systems

Binst, B., Vandenbroucke, H., Li, D., Puskas, I., Van der Elst, P., & Smets, A. (Accepted/In press). Towards a Pragmatic Approach for studying Normative Recommender Systems: Exploring Power Dynamics in Digital Platform Markets. In Proceedings of the the First Workshop on Normative Design and Evaluation of Recommender Systems.

We're in this together: a multi-stakeholder approach for news recommenders

Smets, A., Hendrickx, J., & Ballon, P. (2022). We're in this together: a multi-stakeholder approach for news recommenders. Digital Journalism, 10(10), 1813-1831. https://doi.org/10.1080/21670811.2021.2024079 

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