The dangers of AI are often highlighted. But how can we make technology work for us when we follow the news?
In her PhD thesis, Sanne Vrijenhoek examined how technology can strengthen the position of newsrooms. ‘Personalised news recommendations could also help people break out of their bubble.’
The post Could AI break our news bubbles? appeared first on IVIR.
News recommender systems aim to predict which news items their users would like to read based on their past reading behavior. However, rather than only catering to a readers' preferences, a diverse recommender system could also be used to expand a reader's world view, to help them be more informed, or to expose them to events and ideas they were not aware of before. This dissertation therefore aims to answer the question: “How can we evaluate news recommender systems on their normative diversity?” The dissertation takes an interdisciplinary approach towards answering this question. It contains interviews with practitioners from public service media organizations in the Netherlands on how they conceptualized diversity in their recommender systems (Chapter 2); proposes new diversity evaluation metrics founded in democratic theory (Chapter 3); generalizes these evaluation metrics into a rank-aware divergence-based formalization (Chapter 4); analyzes the public datasets available for news recommendation on their suitability to diversity-based research (Chapter 5); and describes workshop sessions with a national news organization to collaboratively define evaluation metrics for their recommender systems (Chapter 6). The work shows that there is no one-size-fits-all solution to implementing diversity. Furthermore, it notes that it is fundamentally unlikely that abstract theoretical concepts can be perfectly captured in technical applications. Instead, it argues that we should aim for consciously imperfect solutions that are understood and accepted by all different stakeholders within an organization; to look for workable simplifications, rather than reductive generalizations.
| # | Наименование новости | Тональность | Информативность | Дата публикации |
|---|---|---|---|---|
| 1 | ‘Experiment without becoming lazy’- Teacher Story: Ot van Daalen | 0 | 5.71 | 05-06-2026 |
| 2 | New book: The Cambridge Handbook of Media Law and Policy in Europe | 0 | 4.96 | 07-07-2026 |
| 3 | Veel AI-spookbronnen in wetenschappelijke artikelen: ‘Kan serieuze consequenties hebben’ | 0 | 5 | 03-07-2026 |
| 4 | Vacancy: Postdoc in geopolitics and governance of chip security value chains | 0 | 6.43 | 11-06-2026 |
| 5 | Introducing our new visiting researcher: Daniel Hauck | 0 | 6.47 | 04-06-2026 |
| 6 | Amid AI-Driven Bug-Hunt Tsunami, NIST Looks to … AI | 0 | 14.69 | 14-08-2026 |
| 7 | How AI is breaking the British state | 0 | 10 | 06-08-2026 |
| 8 | The AI Hype Reckoning Is Upon Us | -3 | 6 | 09-07-2026 |
| 9 | Squaring the circle - digital sovereignty’s big picture versus its operational details | 0 | 8.68 | 30-07-2026 |
| 10 | Will AI turn us all into paperclips? | 0 | 5 | 12-07-2026 |