How Should We Measure Filter Bubbles? A Regression Model and Evidence for Online News

Author:

Michiels Lien1ORCID,Vannieuwenhuyze Jorre2ORCID,Leysen Jens3ORCID,Verachtert Robin4ORCID,Smets Annelien5ORCID,Goethals Bart6ORCID

Affiliation:

1. Computer Science, University of Antwerp, Belgium and Froomle NV, Belgium

2. Statistiek Vlaanderen, Belgium

3. Computer Science, University of Antwerp, Belgium

4. Froomle NV, Belgium and Computer Science, University of Antwerp, Belgium

5. Communication Sciences, imec-SMIT, Vrije Universiteit Brussel, Belgium

6. University of Antwerp, Belgium and Monash University, Australia

Funder

Fonds Wetenschappelijk Onderzoek

Publisher

ACM

Reference50 articles.

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2. Eytan Bakshy , Solomon Messing , and Lada  A. Adamic . 2015. Exposure to ideologically diverse news and opinion on Facebook. Science 348, 6239 ( 2015 ), 1130–1132. https://doi.org/10.1126/science.aaa1160 arXiv:https://www.science.org/doi/pdf/10.1126/science.aaa1160 10.1126/science.aaa1160 Eytan Bakshy, Solomon Messing, and Lada A. Adamic. 2015. Exposure to ideologically diverse news and opinion on Facebook. Science 348, 6239 (2015), 1130–1132. https://doi.org/10.1126/science.aaa1160 arXiv:https://www.science.org/doi/pdf/10.1126/science.aaa1160

3. Explanations of news personalisation across countries and media types

4. Douglas Bates , Reinhold Kliegl , Shravan Vasishth , and Harald Baayen . 2018. Parsimonious Mixed Models. (May 2018 ). http://arxiv.org/abs/1506.04967 arXiv:1506.04967 [stat]. Douglas Bates, Reinhold Kliegl, Shravan Vasishth, and Harald Baayen. 2018. Parsimonious Mixed Models. (May 2018). http://arxiv.org/abs/1506.04967 arXiv:1506.04967 [stat].

5. Abraham Bernstein , Claes de Vreese , Natali Helberger , Wolfgang Schulz , Katharina Zweig , Christian Baden , Beam Michael A, Marc P Hauer , Lucien Heitz , Pascal Jürgens , Christian Katzenbach , Benjamin Kille , Beate Klimkiewicz , Wiebke Loosen , Judith Moeller , Goran Radanovic , Guy Shani , Nava Tintarev , Suzanne Tolmeijer , Wouter Van Atteveldt , Sanne Vrijenhoek , and Theresa Zueger . 2020 . Diversity in News Recommendations. In Dagstuhl Perspectives Workshop 19482 . Leibnitz Gesellschaft, Leibnitz Gesellschaft. Abraham Bernstein, Claes de Vreese, Natali Helberger, Wolfgang Schulz, Katharina Zweig, Christian Baden, Beam Michael A, Marc P Hauer, Lucien Heitz, Pascal Jürgens, Christian Katzenbach, Benjamin Kille, Beate Klimkiewicz, Wiebke Loosen, Judith Moeller, Goran Radanovic, Guy Shani, Nava Tintarev, Suzanne Tolmeijer, Wouter Van Atteveldt, Sanne Vrijenhoek, and Theresa Zueger. 2020. Diversity in News Recommendations. In Dagstuhl Perspectives Workshop 19482. Leibnitz Gesellschaft, Leibnitz Gesellschaft.

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