Projects per year
Abstract
Public Service Media (PSM) websites are an interesting case for the implementation of recommender systems for media personaliza- tion, as the PSM organizations need to balance the optimization of exposure with traditional but ill-de ned PSM policy goals such as fairness, viewpoint diversity and transparency. Furthermore, the mathematical logic of recommender system needs to be adapted to the legacy broadcasting scheduling and publishing strategies and procedures. Finally, as the PSM organizations step into new territories, domestication and adaption of the recommender sys- tem technologies must take place while PSM organizations try to embrace the new knowledge and new professions associated with recommender systems. Based on 25 in-depth interviews conducted from December 2016 to April 2019, this paper presents a cross- European analysis of the implementation of recommender systems in nine European public service media organizations from eight countries. The ndings indicate that PSM organizations, although viewing personalisation as competitive necessity, approach rec- ommendation systems with hesitation in order to maintain core PSM-values in the online environment. Furthermore, although the collaborative ltering chosen by the PSM organizations indicate a user-centered approach, curation systems on top of recommender systems re-install a broadcaster-centric approach.
Original language | English |
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Journal | CEUR Workshop Proceedings |
Volume | 2554 |
Pages (from-to) | 6-11 |
Number of pages | 6 |
ISSN | 1613-0073 |
Publication status | Published - 2019 |
Event | RecSys 2019: 13th ACM Conference on Recommender Systems - Copenhagen, Denmark, Copenhagen, Denmark Duration: 16 Sept 2018 → 20 Sept 2018 Conference number: 13 http://recsys.acm.org/recsys19 |
Conference
Conference | RecSys 2019: 13th ACM Conference on Recommender Systems |
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Number | 13 |
Location | Copenhagen, Denmark |
Country/Territory | Denmark |
City | Copenhagen |
Period | 16/09/2018 → 20/09/2018 |
Internet address |
Bibliographical note
Workshop paper for 7th International Workshop on News Recommendation and Analytics (INRA 2019) conducted as part of RecSys 2019Keywords
- public service media
- personalisation
- recommender system
- diversity
- implementation
Fingerprint
Dive into the research topics of 'Public Service Media, Diversity and Algorithmic Recommendation: Tensions between Editorial Principles and Algorithms in European PSM Organizations'. Together they form a unique fingerprint.Projects
- 1 Finished
Activities
- 1 Conference organisation or participation
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RecSys 2019: 13th ACM Conference on Recommender Systems
Jannick Kirk Sørensen (Participant)
16 Sept 2019 → 20 Sept 2019Activity: Attending an event › Conference organisation or participation