License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
When quoting this document, please refer to the following
DOI: 10.4230/DagMan.9.1.43
URN: urn:nbn:de:0030-drops-137456
URL: https://drops.dagstuhl.de/opus/volltexte/2021/13745/
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Bernstein, Abraham ; de Vreese, Claes ; Helberger, Natali ; Schulz, Wolfgang ; Zweig, Katharina ; Baden, Christian ; Beam, Michael A. ; Hauer, Marc P. ; Heitz, Lucien ; J├╝rgens, Pascal ; Katzenbach, Christian ; Kille, Benjamin ; Klimkiewicz, Beate ; Loosen, Wiebke ; Moeller, Judith ; Radanovic, Goran ; Shani, Guy ; Tintarev, Nava ; Tolmeijer, Suzanne ; van Atteveldt, Wouter ; Vrijenhoek, Sanne ; Zueger, Theresa
Weitere Beteiligte (Hrsg. etc.): Abraham Bernstein et al.

Diversity in News Recommendation

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dagman-v009-i001-p043-19482.pdf (0.6 MB)


Abstract

News diversity in the media has for a long time been a foundational and uncontested basis for ensuring that the communicative needs of individuals and society at large are met. Today, people increasingly rely on online content and recommender systems to consume information challenging the traditional concept of news diversity. In addition, the very concept of diversity, which differs between disciplines, will need to be re-evaluated requiring an interdisciplinary investigation, which requires a new level of mutual cooperation between computer scientists, social scientists, and legal scholars. Based on the outcome of a interdisciplinary workshop, we have the following recommendations, directed at researchers, funders, legislators, regulators, and the media industry:
- Conduct interdisciplinary research on news recommenders and diversity.
- Create a safe harbor for academic research with industry data.
- Strengthen the role of public values in news recommenders.
- Create a meaningful governance framework for news recommenders.
- Fund a joint lab to spearhead the needed interdisciplinary research, boost practical innovation, develop reference solutions, and transfer insights into practice.

BibTeX - Entry

@Article{bernstein_et_al:DagMan.9.1.43,
  author =	{Bernstein, Abraham and de Vreese, Claes and Helberger, Natali and Schulz, Wolfgang and Zweig, Katharina and Baden, Christian and Beam, Michael A. and Hauer, Marc P. and Heitz, Lucien and J\"{u}rgens, Pascal and Katzenbach, Christian and Kille, Benjamin and Klimkiewicz, Beate and Loosen, Wiebke and Moeller, Judith and Radanovic, Goran and Shani, Guy and Tintarev, Nava and Tolmeijer, Suzanne and van Atteveldt, Wouter and Vrijenhoek, Sanne and Zueger, Theresa},
  title =	{{Diversity in News Recommendation}},
  pages =	{43--61},
  journal =	{Dagstuhl Manifestos},
  ISSN =	{2193-2433},
  year =	{2021},
  volume =	{9},
  number =	{1},
  editor =	{Bernstein, Abraham and de Vreese, Claes and Helberger, Natali and Schulz, Wolfgang and Zweig, Katharina and Baden, Christian and Beam, Michael A. and Hauer, Marc P. and Heitz, Lucien and J\"{u}rgens, Pascal and Katzenbach, Christian and Kille, Benjamin and Klimkiewicz, Beate and Loosen, Wiebke and Moeller, Judith and Radanovic, Goran and Shani, Guy and Tintarev, Nava and Tolmeijer, Suzanne and van Atteveldt, Wouter and Vrijenhoek, Sanne and Zueger, Theresa},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2021/13745},
  URN =		{urn:nbn:de:0030-drops-137456},
  doi =		{10.4230/DagMan.9.1.43},
  annote =	{Keywords: News, recommender systems, diversity}
}

Keywords: News, recommender systems, diversity
Collection: DagMan, Volume 9, Issue 1
Issue Date: 2021
Date of publication: 31.03.2021


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