Designing personalisation of European public service media (PSM): trends on algorithms and artificial intelligence for content distribution
DOI:
https://doi.org/10.3145/epi.2023.may.11Palabras clave:
Public service broadcasting, PSM, Recommendation systems, Artificial intelligence, AI, Public service media, Algorithms, Bubble filters, Video on demand, VoD, Journalism, Audiovisual communication, Content distribution, News, Trends, EuropeResumen
The migration of audiences to digital environments has motivated the media to develop a content distribution strategy that has a presence in these new spaces. In the case of European public broadcasters, they have strengthened their digital news services and have built video-on-demand platforms where they organise and screen their products. Even so, the overload of information and content reaching users forces corporations to look for new mechanisms to present an adequate, interesting and diverse offering to each of their followers. This research project analyses the use of artificial intelligence in the recommendation systems implemented by 14 European public broadcasters in Germany (ARD and ZDF), Belgium (VRT and RTBF), Denmark (DR), Spain (RTVE), Finland (YLE), France (France TV), Great Britain (BBC), the Netherlands (NPO), Ireland (RTí‰), Italy (RAI), Sweden (SVT) and Switzerland (RTS). The results reveal that there is no unanimity among the corporations with regard to the operation and origin of these systems, which vary between home-made developments, acquired from third parties, or collaborative solutions. Operators differentiate between news recommendation processes and those executed on their VoD platforms and aim to distance their systems from those of commercial media, for which they have already started working on a public service media (PSM) algorithm that includes traditional public media values, avoids filter bubbles, and pays special attention to the European General Data Protection Regulation (GDPR).
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Aslama-Horowitz, Minna; Nieminen, Hannu (2017). "Diversity and rights. Connecting media reform and public service media". IC. Revista científica de información y comunicación, v. 14, pp. 99-119. http://icjournal-ojs.org/index.php/IC-Journal/article/view/385/341
Bodo, Bolázs (2018). "Means, not an end (of the world) - The customization of news personalization by European news media". In: Algorithms, automation, and news conference, Munich, pp. 22-23. https://doi.org/10.2139/ssrn.3141810
Bozdag, Engin; Van-den-Hoven, Jeroen (2015). "Breaking the filter bubble: democracy and design". Ethics and information technology, v. 17, pp. 249-265. https://doi.org/10.1007/s10676-015-9380-y
Canavilhas, Joí£o (2022). "Inteligencia artificial aplicada al periodismo: estudio de caso del proyecto "A European perspective" (UER)". Revista latina de comunicación social, n. 80. https://www.doi.org/10.4185/RLCS-2022-1534
EBU (2019). News report 2019. The next newsroom. Geneva: European Broadcasting Union. https://www.ebu.ch/publications/strategic/login_only/report/news-report-2019
EBU (2021). Personalisation and recommendation ecosystem developed by broadcasters for broadcasters. Media Intelligence Service. Geneva: European Broadcasting Union. https://peach.ebu.io/docs
Fieiras-Ceide, César; Vaz-Álvarez, Martín; Túñez-López, Miguel (2022). "Artificial intelligence strategies in European public broadcasters: Uses, forecasts and future challenges". Profesional de la información, v. 31, n. 5, e310518. https://doi.org/10.3145/epi.2022.sep.18
Fields, Ben; Jones, Rhianne; Cowlishaw, Tim (2018). The case for public service recommender algorithms. In: Fatrec Workshop. London: BBC, pp. 22-24. https://piret.gitlab.io/fatrec2018/program/fatrec2018-fields.pdf
García-Orosa, Berta (2022). "Digital political communication: Hybrid intelligence, algorithms, automation and disinformation in the fourth wave". In: García-Orosa, Berta (ed.). Digital political communication strategies, Palgrave, pp. 3-23. ISBN: 978 3 030 81568 4 https://doi.org/10.1007/978-3-030-81568-4_1
Hallin, Daniel C.; Mancini, Paolo (2004). Comparing media systems: Three models of media and politics. Cambridge, UK: Cambridge University Press. ISBN: 978 0 511790867 https://doi.org/10.1017/CBO9780511790867
Herlocker, Jonathan L.; Konstan, Joseph A.; Borchers, Al; Riedl, John (1999). "An algorithmic framework for performing collaborative filtering". ACM Sigir, v. 22, pp. 230-237. https://doi.org/10.1145/312624.312682
Jones, Bronwyn; Jones, Rhianne (2019). "Public service chatbots: Automating conversation with BBC News". Digital journalism, v. 7, n. 8. https://doi.org/10.1080/21670811.2019.1609371
Kunert, Jessica; Thurman, Neil (2019). "The form of content personalisation at mainstream, transatlantic news outlets". Journalism practice, v. 13, n. 7, pp. 759-780. https://doi.org/10.1080/17512786.2019.1567271
Möller, Judith; Trilling, Damian; Helberger, Natali; Van-Es, Bram (2018). "Do not blame it on the algorithm: an empirical assessment of multiple recommender systems and their impact on content diversity". Information, communication & society, v. 21, n. 7, pp. 959-977. https://doi.org/10.1080/1369118X.2018.1444076
Napoli, Philip M. (2011). "Exposure diversity reconsidered". Journal of information policy, v. 1, pp. 246-259. https://doi.org/10.5325/jinfopoli.1.2011.0246
Newman, Nic (2021). Journalism, media, and technology trends and predictions 2021. UK: The Reuters Institute for the Study of Journalism. https://reutersinstitute.politics.ox.ac.uk/sites/default/files/2021-01/Newman_Predictions_2021_FINAL.pdf
Pariser, Eli (2011). The filter bubble: what the Internet is hiding from you. London: Penguin Books. ISBN: 978 0 241954522
Pöchhacker, Nikolaus; Burkhardt, Marcus; Geipel, Andrea; Passoth, Jan-Hendrik (2017). "Interventionen in die produktion algorithmischer öffentlichkeiten: Recommender systeme als herausforderung für öffentlich-rechtliche sendeanstalten". Kommunikation & gesellschaft, v. 18. https://nbn-resolving.org/urn:nbn:de:0168-ssoar-51500-9
Sanahuja-Sanahuja, Rosana; López-Rabadán, Pablo (2022). "í‰tica y uso periodístico de la inteligencia artificial. Los medios públicos y las plataformas de verificación como precursores de la rendición de cuentas en España". Estudios sobre el mensaje periodístico, v. 28, n. 4, pp. 959-970. https://doi.org/10.5209/esmp.82385
Schmidt, Jan-Hinrik; Sí¸rensen, Jannick-Kirk; Dreyer, Stephan; Hasebrink, Uwe (2018). "Wie können empfehlungssysteme zur vielfalt von medieninhalten beitragen? Perspektiven für öffentlich-rechtliche rundfunkanstalten". Media perspektiven, v. 11, pp. 522-531. https://www.ard-werbung.de/fileadmin/user_upload/media-perspektiven/pdf/2018/1118_Schmidt_Soerensen_Dreyer_Hasebrink.pdf
Sí¸rensen, Jannick-Kirk (2013). "PSB goes personal: The failure of personalised PSB web pages". MedieKultur, v. 29, n. 55, pp. 43-71. https://doi.org/10.7146/mediekultur.v29i55.7993
Sí¸rensen, Jannick-Kirk (2019). Public service media, diversity and algorithmic recommendation: Tensions between editorial principles and algorithms in European PSM Organizations. INRA. https://pdfs.semanticscholar.org/0d63/5ba73cf3a0ad7a036692f9bb94242499248f.pdf
Sí¸rensen, Jannick-Kirk; Van-den-Bulck, Hilde (2018). "Public service media online, advertising and the third-party user data business: A trade versus trust dilemma?". Convergence: The international journal of research into new media technologies, v. 26, n. 2, pp. 421-447. https://doi.org/10.1177/1354856518790203
Thurman, Neil; Lewis, Seth C.; Kunert, Jessica (2019). "Algorithms, automation, and news". Digital journalism, v. 7, n. 8, pp. 980-992. https://doi.org/10.1080/21670811.2019.1685395
Unesco (2001). Public broadcasting why? How? Technical report. Paris: Unesco. http://unesdoc.unesco.org/images/0012/001240/124058eo.pdf
Van-den-Bulck, Hilde; Moe, Hallvard (2017). "Public service media, universality and personalisation through algorithms: mapping strategies and exploring dilemmas". Media, culture & society, v. 40, n. 6. https://doi.org/10.1177/0163443717734407
YLEisradio (2018). The first of its kind in the world: YLE NewsWatch´s smart Voitto assistant shows recommendations directly on the lock screen. Helsinki: YLE. https://yle.fi/aihe/artikkeli/2018/10/12/the-first-of-its-kind-in-the-world-yle-newswatchs-smart-voitto-assistant-shows
Zuiderveen-Borgesius, Frederik; Trilling, Damian; Moeller, Judith; Bodó, Balázs; De-Vreese, Claes H.; Helberger, Natali (2016). "Should we worry about filter bubbles?". Internet policy review. Journal on internet regulation, v. 5, n. 1. https://ssrn.com/abstract=2758126
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