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Articles

On the Democratic Role of News Recommenders

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Read on this site (47)

Ryan Evans, Daniel Jackson & Jaron Murphy. (2023) Google News and Machine Gatekeepers: Algorithmic Personalisation and News Diversity in Online News Search. Digital Journalism 11:9, pages 1682-1700.
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Mykola Makhortykh & Mariëlle Wijermars. (2023) Can Filter Bubbles Protect Information Freedom? Discussions of Algorithmic News Recommenders in Eastern Europe. Digital Journalism 11:9, pages 1597-1621.
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Emily K. Vraga & Stephanie Edgerly. (2023) Relevance as a Mechanism in Evaluating News-Ness among American Teens and Adults. Digital Journalism 0:0, pages 1-21.
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Anna Schjøtt Hansen & Jannie Møller Hartley. (2023) Designing What’s News: An Ethnography of a Personalization Algorithm and the Data-Driven (Re)Assembling of the News . Digital Journalism 11:6, pages 924-942.
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Oscar Westlund, Kristy Hess, Magdalena Saldaña & Edson C. Tandoc. (2023) 10 Years of Digital Journalism (Studies): The Past, the Present, the Future. Digital Journalism 11:4, pages 595-608.
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Melanie Magin, Birgit Stark, Olaf Jandura, Linards Udris, Andreas Riedl, Miriam Klein, Mark Eisenegger, Raphael Kösters & Brigitte Hofstetter Furrer. (2023) Seeing the Whole Picture. Towards a Multi-perspective Approach to News Content Diversity based on Liberal and Deliberative Models of Democracy. Journalism Studies 24:5, pages 669-696.
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Efrat Nechushtai, Rodrigo Zamith & Seth C. Lewis. (2023) More of the Same? Homogenization in News Recommendations When Users Search on Google, YouTube, Facebook, and Twitter. Mass Communication and Society 0:0, pages 1-27.
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Tanja Aitamurto, Eddy Borges-Rey & Nicholas Diakopoulos. (2023) The Future of Design + Journalism: A Manifesto for Bridging Digital Journalism and Design. Digital Journalism 11:3, pages 399-410.
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Tomás Dodds, Claes de Vreese, Natali Helberger, Valeria Resendez & Theresa Seipp. (2023) Popularity-driven Metrics: Audience Analytics and Shifting Opinion Power to Digital Platforms. Journalism Studies 24:3, pages 403-421.
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Jonathan Hendrickx & Annelien Van Remoortere. (2023) Newspaper Ownership, Democracy and News Diversity: A Quantitative Content Homogeneity Study. Journalism Practice 0:0, pages 1-16.
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Theresa Josephine Seipp, Natali Helberger, Claes de Vreese & Jef Ausloos. (2023) Dealing with Opinion Power in the Platform World: Why We Really Have to Rethink Media Concentration Law. Digital Journalism 0:0, pages 1-26.
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Eliza Mitova, Sina Blassnig, Edina Strikovic, Aleksandra Urman, Aniko Hannak, Claes H. de Vreese & Frank Esser. (2023) News recommender systems: a programmatic research review. Annals of the International Communication Association 47:1, pages 84-113.
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Marijn Martens, Ralf De Wolf, Bettina Berendt & Lieven De Marez. (2023) Decoding Algorithms: Exploring End-Users’ Mental Models of the Inner Workings of Algorithmic News Recommenders. Digital Journalism 11:1, pages 203-225.
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Natali Helberger, Max van Drunen, Judith Moeller, Sanne Vrijenhoek & Sarah Eskens. (2022) Towards a Normative Perspective on Journalistic AI: Embracing the Messy Reality of Normative Ideals. Digital Journalism 10:10, pages 1605-1626.
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Bronwyn Jones, Rhianne Jones & Ewa Luger. (2022) AI ‘Everywhere and Nowhere’: Addressing the AI Intelligibility Problem in Public Service Journalism. Digital Journalism 10:10, pages 1731-1755.
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Marijn Sax. (2022) Algorithmic News Diversity and Democratic Theory: Adding Agonism to the Mix. Digital Journalism 10:10, pages 1650-1670.
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Bibo Lin & Seth C. Lewis. (2022) The One Thing Journalistic AI Just Might Do for Democracy. Digital Journalism 10:10, pages 1627-1649.
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Olga Dovbysh, Mariëlle Wijermars & Mykola Makhortykh. (2022) How to Reach Nirvana: Yandex, News Personalisation, and the Future of Russian Journalistic Media. Digital Journalism 10:10, pages 1855-1874.
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Annelien Smets, Jonathan Hendrickx & Pieter Ballon. (2022) We’re in This Together: A Multi-Stakeholder Approach for News Recommenders. Digital Journalism 10:10, pages 1813-1831.
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Lucien Heitz, Juliane A. Lischka, Alena Birrer, Bibek Paudel, Suzanne Tolmeijer, Laura Laugwitz & Abraham Bernstein. (2022) Benefits of Diverse News Recommendations for Democracy: A User Study. Digital Journalism 10:10, pages 1710-1730.
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Xinzhi Zhang, Rui Zhu, Li Chen, Zhirun Zhang & Minyi Chen. (2022) News from Messenger? A Cross-National Comparative Study of News Media's Audience Engagement Strategies via Facebook Messenger Chatbots. Digital Journalism 0:0, pages 1-20.
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Joanne Kuai, Bibo Lin, Michael Karlsson & Seth C. Lewis. (2022) From Wild East to Forbidden City: Mapping Algorithmic News Distribution in China through a Case Study of Jinri Toutiao. Digital Journalism 0:0, pages 1-21.
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Karoline Andrea Ihlebæk, Tine Ustad Figenschou, Scott A. Eldridge$suffix/text()$suffix/text(), Lena Frischlich, Stephen Cushion & Kristoffer Holt. (2022) Understanding Alternative News Media and Its Contribution to Diversity. Digital Journalism 10:8, pages 1267-1282.
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Glen Joris, Stefaan Vercoutere, Orphée De Clercq, Kristin Van Damme, Peter Mechant & Lieven De Marez. (2022) Nudging Towards Exposure Diversity: Examining the Effects of News Recommender Design on Audiences’ News Exposure Behaviours and Perceptions. Digital Journalism 0:0, pages 1-22.
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Lawrence Van den Bogaert, David Geerts & Jaron Harambam. (2022) Putting a Human Face on the Algorithm: Co-Designing Recommender Personae to Democratize News Recommender Systems. Digital Journalism 0:0, pages 1-21.
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Kjersti Thorbjørnsrud & Tine Ustad Figenschou. (2022) The Alarmed Citizen: Fear, Mistrust, and Alternative Media. Journalism Practice 16:5, pages 1018-1035.
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Leyla Dogruel, Philipp Masur & Sven Joeckel. (2022) Development and Validation of an Algorithm Literacy Scale for Internet Users. Communication Methods and Measures 16:2, pages 115-133.
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Daniel Trielli & Nicholas Diakopoulos. (2022) Partisan search behavior and Google results in the 2018 U.S. midterm elections. Information, Communication & Society 25:1, pages 145-161.
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Ragnhild Kristine Olsen. (2021) The Value of Local News in the Digital Realm – Introducing the Integrated Value Creation Model. Digital Journalism 9:6, pages 810-834.
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Mariella Bastian, Natali Helberger & Mykola Makhortykh. (2021) Safeguarding the Journalistic DNA: Attitudes towards the Role of Professional Values in Algorithmic News Recommender Designs. Digital Journalism 9:6, pages 835-863.
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Glen Joris, Frederik De Grove, Kristin Van Damme & Lieven De Marez. (2021) Appreciating News Algorithms: Examining Audiences’ Perceptions to Different News Selection Mechanisms. Digital Journalism 9:5, pages 589-618.
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Cristina Monzer, Judith Moeller, Natali Helberger & Sarah Eskens. (2020) User Perspectives on the News Personalisation Process: Agency, Trust and Utility as Building Blocks. Digital Journalism 8:9, pages 1142-1162.
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Victor Pickard. (2020) Restructuring Democratic Infrastructures: A Policy Approach to the Journalism Crisis. Digital Journalism 8:6, pages 704-719.
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Andrew Duffy, Rich Ling, Nuri Kim, Edson Tandoc$suffix/text()$suffix/text() & Oscar Westlund. (2020) News: Mobiles, Mobilities and Their Meeting Points. Digital Journalism 8:1, pages 1-14.
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Kristin Van Damme, Marijn Martens, Sarah Van Leuven, Mariek Vanden Abeele & Lieven De Marez. (2020) Mapping the Mobile DNA of News. Understanding Incidental and Serendipitous Mobile News Consumption. Digital Journalism 8:1, pages 49-68.
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Neil Thurman, Seth C. Lewis & Jessica Kunert. (2019) Algorithms, Automation, and News. Digital Journalism 7:8, pages 980-992.
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Nicholas Diakopoulos. (2019) Towards a Design Orientation on Algorithms and Automation in News Production. Digital Journalism 7:8, pages 1180-1184.
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Andrea L. Guzman. (2019) Prioritizing the Audience’s View of Automation in Journalism. Digital Journalism 7:8, pages 1185-1190.
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Articles from other publishers (83)

Sanne Vrijenhoek, Gabriel Bénédict, Mateo Gutierrez Granada & Daan Odijk. (2023) RADio* – An Introduction to Measuring Normative Diversity in News Recommendations. ACM Transactions on Recommender Systems.
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Qun Wang. (2023) A complicated picture: Media diversity in the case of Google’s video search during the pandemic. Internet Policy Review 12:4.
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Merel Noorman & Tsjalling Swierstra. (2023) Democratizing AI from a Sociotechnical Perspective. Minds and Machines.
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Monica Lestari Paramita, Maria Kasinidou, Styliani Kleanthous, Paolo Rosso, Tsvi Kuflik & Frank Hopfgartner. (2023) Towards improving user awareness of search engine biases: A participatory design approach. Journal of the Association for Information Science and Technology.
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Colin Porlezza. (2023) Promoting responsible AI : A European perspective on the governance of artificial intelligence in media and journalism . Communications 48:3, pages 370-394.
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Richard Fletcher, Antonis Kalogeropoulos & Rasmus Kleis Nielsen. (2021) More diverse, more politically varied: How social media, search engines and aggregators shape news repertoires in the United Kingdom. New Media & Society 25:8, pages 2118-2139.
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Nick Hagar, Johannes Wachs & Emőke-Ágnes Horvát. (2021) Writer movements between news outlets reflect political polarization in media. New Media & Society 25:8, pages 2034-2056.
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Gebrekirstos G. Gebremeskel & Arjen P. de Vries. (2022) Pull–push: a measure of over- or underpersonalization in recommendation. International Journal of Data Science and Analytics 16:2, pages 255-269.
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Colin Porlezza. (2023) The datafication of digital journalism: A history of everlasting challenges between ethical issues and regulation. Journalism.
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Urbano Reviglio & Giulio Santoni. (2023) Governing Platform Recommender Systems in Europe: Insights from China. Global Jurist 23:2, pages 151-181.
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Sofia Bonicalzi, Mario De Caro & Benedetta Giovanola. (2023) Artificial Intelligence and Autonomy: On the Ethical Dimension of Recommender Systems. Topoi 42:3, pages 819-832.
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Mark Eisenegger & Mike S Schäfer. (2023) Editorial: Reconceptualizing public sphere(s) in the digital age? On the role and future of public sphere theory. Communication Theory.
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João Canavilhas & Adriana Gonçalves. (2023) Produção de texto automático no jornalismo desportivo português: estudo exploratório do Prosebot/Zerozero.pt. methaodos revista de ciencias sociales 11:2, pages m231102n03.
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Nazlı KOÇ & Cigdem BASFİRİNCİ. (2023) İLETİŞİM ALANINDAKİ MESLEKLERDE YAPAY ZEKÂ UYGULAMALARI: MEVCUT DURUM ANALİZİ VE ALAN YAZIN TARAMASI. Karadeniz Teknik Üniversitesi İletişim Araştırmaları Dergisi.
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Heritiana Ranaivoson & Nino Domazetovikj. (2023) Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity. Media and Communication 11:2.
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Lisa Merete Kristensen & Jannie Møller Hartley. (2023) The Infrastructure of News: Negotiating Infrastructural Capture and Autonomy in Data-Driven News Distribution. Media and Communication 11:2.
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Heidi Makady. (2023) To Interact or Not to Interact with News Posts: The Role of Algorithmic Awareness & Self-Monitoring in Facebook News Consumption. Electronic News, pages 193124312311669.
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Erik Knudsen. (2023) Modeling news recommender systems’ conditional effects on selective exposure: evidence from two online experiments. Journal of Communication 73:2, pages 138-149.
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Paddy Leerssen. (2023) An end to shadow banning? Transparency rights in the Digital Services Act between content moderation and curation. Computer Law & Security Review 48, pages 105790.
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Rongzhi Liu, Yi Zhang & Stella Christie. (2023) Diversity vs. ingroup: How children generalize for the common good. Acta Psychologica 234, pages 103864.
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Fabian Hutmacher & Markus Appel. (2022) The Psychology of Personalization in Digital Environments: From Motivation to Well-Being – A Theoretical Integration. Review of General Psychology 27:1, pages 26-40.
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Jo Pierson, Aphra Kerr, Stephen Cory Robinson, Rosanna Fanni, Valerie Eveline Steinkogler, Stefania Milan & Giulia Zampedri. (2023) Governing artificial intelligence in the media and communications sector. Internet Policy Review 12:1.
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Alireza Gharahighehi & Celine Vens. (2021) Diversification in session-based news recommender systems. Personal and Ubiquitous Computing 27:1, pages 5-15.
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Augustin Godinot & Fabien Tarissan. (2023) Measuring the effect of collaborative filtering on the diversity of users’ attention. Applied Network Science 8:1.
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Berta García-Orosa, João Canavilhas & Jorge Vázquez-Herrero. (2023) Algorithms and communication: A systematized literature review. Comunicar 31:74, pages 9-21.
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Patrick Schwabl, Julian Unkel & Mario Haim. 2023. Die (Massen-) Medien im Wahlkampf. Die (Massen-) Medien im Wahlkampf 293 316 .
Urbano Reviglio. 2023. Serendipity Science. Serendipity Science 145 165 .
Tim Draws, Nirmal Roy, Oana Inel, Alisa Rieger, Rishav Hada, Mehmet Orcun Yalcin, Benjamin Timmermans & Nava Tintarev. 2023. Advances in Information Retrieval. Advances in Information Retrieval 279 297 .
Saurabh Sharma & Harish Kumar Shakya. 2023. Advanced Communication and Intelligent Systems. Advanced Communication and Intelligent Systems 659 672 .
Jianfeng Gao, Chenyan Xiong, Paul Bennett & Nick CraswellJianfeng Gao, Chenyan Xiong, Paul Bennett & Nick Craswell. 2023. Neural Approaches to Conversational Information Retrieval. Neural Approaches to Conversational Information Retrieval 145 167 .
Thomas J. Lampoltshammer, Gabriele De Luca & Lőrinc Thurnay. (2022) Digital News and Political Tweets in the Lower Austrian Municipal Elections: A Case Study on Digital Journalism and Political Communication. Social Sciences 12:1, pages 18.
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Donghee Shin. (2021) The perception of humanness in conversational journalism: An algorithmic information-processing perspective. New Media & Society 24:12, pages 2680-2704.
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Nick Hagar & Aaron Shaw. (2022) Concentration without cumulative advantage: the distribution of news source attention in online communities. Journal of Communication 72:6, pages 675-686.
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Christoph Trattner, Dietmar Jannach, Enrico Motta, Irene Costera Meijer, Nicholas Diakopoulos, Mehdi Elahi, Andreas L. Opdahl, Bjørnar Tessem, Njål Borch, Morten Fjeld, Lilja Øvrelid, Koenraad De Smedt & Hallvard Moe. (2021) Responsible media technology and AI: challenges and research directions. AI and Ethics 2:4, pages 585-594.
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Homero Gil de Zúñiga, Zicheng Cheng & Pablo González-González. (2022) Effects of the news finds me perception on algorithmic news attitudes and social media political homophily. Journal of Communication 72:5, pages 578-591.
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Gina M. Masullo, Tamar Wilner & Natalie Jomini Stroud. (2022) What Social Media Could Be: Normative Frameworks for Evaluating Digital Public Spaces. Social Media + Society 8:4, pages 205630512211304.
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Laura Schelenz. (2022) Diversity Concepts in Computer Science and Technology Development: A Critique. Science, Technology, & Human Values, pages 016224392211225.
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João Canavilhas. (2022) Artificial Intelligence and Journalism: Current Situation and Expectations in the Portuguese Sports Media. Journalism and Media 3:3, pages 510-520.
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Paula Helm, Loizos Michael & Laura Schelenz. (2022) Diversity by Design?. Diversity by Design?.
Donghee Shin, Saifeddin Al-Imamy & Yujong Hwang. (2022) Cross-cultural differences in information processing of chatbot journalism: chatbot news service as a cultural artifact. Cross Cultural & Strategic Management 29:3, pages 618-638.
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Celina Treuillier, Sylvain Castagnos, Evan Dufraisse & Armelle Brun. (2022) Being Diverse is Not Enough: Rethinking Diversity Evaluation to Meet Challenges of News Recommender Systems. Being Diverse is Not Enough: Rethinking Diversity Evaluation to Meet Challenges of News Recommender Systems.
Brahim Zarouali, Sophie C. Boerman, Hilde A.M. Voorveld & Guda van Noort. (2022) The algorithmic persuasion framework in online communication: conceptualization and a future research agenda. Internet Research 32:4, pages 1076-1096.
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Nicolas Mattis, Philipp Masur, Judith Möller & Wouter van Atteveldt. (2022) Nudging towards news diversity: A theoretical framework for facilitating diverse news consumption through recommender design. New Media & Society, pages 146144482211044.
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Amaya Noain-Sánchez. (2022) Addressing the Impact of Artificial Intelligence on Journalism: the perception of experts, journalists and academics. Communication & Society 35:3, pages 105-121.
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Michael Karlsson, Elizabeth Van Couvering & Johan Lindell. (2022) Publishing, sharing, and spreading online news: A case study of gatekeeping logics in the platform era. Nordicom Review 43:2, pages 190-213.
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Pascal Jürgens & Birgit Stark. (2022) Mapping Exposure Diversity: The Divergent Effects of Algorithmic Curation on News Consumption. Journal of Communication 72:3, pages 322-344.
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Erik Hermann. (2021) Artificial intelligence and mass personalization of communication content—An ethical and literacy perspective. New Media & Society 24:5, pages 1258-1277.
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Mehwish Alam, Andreea Iana, Alexander Grote, Katharina Ludwig, Philipp Müller & Heiko Paulheim. (2022) Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection. Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection.
Mariëlle Wijermars & Mykola Makhortykh. (2022) Sociotechnical imaginaries of algorithmic governance in EU policy on online disinformation and FinTech. New Media & Society 24:4, pages 942-963.
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Tim Draws, Oana Inel, Nava Tintarev, Christian Baden & Benjamin Timmermans. (2022) Comprehensive Viewpoint Representations for a Deeper Understanding of User Interactions With Debated Topics. Comprehensive Viewpoint Representations for a Deeper Understanding of User Interactions With Debated Topics.
Mykola Makhortykh & Mariella Bastian. (2020) Personalizing the war: Perspectives for the adoption of news recommendation algorithms in the media coverage of the conflict in Eastern Ukraine. Media, War & Conflict 15:1, pages 25-45.
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Antonin Descampe, Clément Massart, Simon Poelman, François-Xavier Standaert & Olivier Standaert. (2021) Automated news recommendation in front of adversarial examples and the technical limits of transparency in algorithmic accountability. AI & SOCIETY 37:1, pages 67-80.
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José Sixto-García, Alba Silva-Rodríguez, Ana I Rodríguez-Vázquez & Xosé López-García. (2022) Redefining journalism narratives, distribution strategies, and user involvement based on innovation in digital native media. Journalism, pages 146488492110627.
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Abdulsadek Hassan & Akram Albayari. 2022. Future of Organizations and Work After the 4th Industrial Revolution. Future of Organizations and Work After the 4th Industrial Revolution 175 197 .
Lauri Haapanen. 2022. Futures of Journalism. Futures of Journalism 81 95 .
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Linnet Taylor. (2021) Public Actors Without Public Values: Legitimacy, Domination and the Regulation of the Technology Sector. Philosophy & Technology 34:4, pages 897-922.
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Ariadna Matamoros-Fernández, Joanne E. Gray, Louisa Bartolo, Jean Burgess & Nicolas Suzor. (2021) What’s “Up Next”? Investigating Algorithmic Recommendations on YouTube Across Issues and Over Time. Media and Communication 9:4, pages 234-249.
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Hannes Cools, Baldwin Van Gorp & Michaël Opgenhaffen. (2021) When Algorithms Recommend What’s New(s): New Dynamics of Decision-Making and Autonomy in Newsgathering. Media and Communication 9:4, pages 198-207.
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Auste Simkute, Ewa Luger, Bronwyn Jones, Michael Evans & Rhianne Jones. (2021) Explainability for experts: A design framework for making algorithms supporting expert decisions more explainable. Journal of Responsible Technology 7-8, pages 100017.
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Stephann Makri, Dana McKay, George Buchanan, Shanton Chang, Dirk Lewandowski, Andy MacFarlane, Lynne Cole, Sanne Vrijenhoek & Andrés Ferraro. (2021) Search a Great Leveler? Ensuring More Equitable Information Acquisition. Proceedings of the Association for Information Science and Technology 58:1, pages 613-618.
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Jonathan Hendrickx, Annelien Smets & Pieter Ballon. (2021) News Recommender Systems and News Diversity, Two of a Kind? A Case Study from a Small Media Market. Journalism and Media 2:3, pages 515-528.
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Jon Atle Gulla, Rolf Dyrnes Svendsen, Lemei Zhang, Agnes Stenbom & Jørgen Frøland. (2021) Recommending news in traditional media companies. AI Magazine 42:3, pages 55-69.
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Balázs Bodó. (2020) Mediated trust: A theoretical framework to address the trustworthiness of technological trust mediators. New Media & Society 23:9, pages 2668-2690.
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Zeve Sanderson, Megan A. Brown, Richard Bonneau, Jonathan Nagler & Joshua A. Tucker. (2021) Twitter flagged Donald Trump’s tweets with election misinformation: They continued to spread both on and off the platform. Harvard Kennedy School Misinformation Review.
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Bahar KAYIHAN, Bilge NARİN, Demet FIRAT & Feyyaz FIRAT. (2021) Algoritmalar, Yapay Zeka ve Makine Öğrenimi Ekseninde Gazetecilik Etiği: Uluslararası Akademik Dergilere Yönelik Bir İncelemeJournalism Ethics on the Axis of Algorithms, Artificial Intelligence and Machine Learning: A Review of International Academic Journals. TRT Akademi 6:12, pages 296-327.
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Bibek Paudel & Abraham Bernstein. (2021) Random Walks with Erasure: Diversifying Personalized Recommendations on Social and Information Networks. Random Walks with Erasure: Diversifying Personalized Recommendations on Social and Information Networks.
Jack Bandy & Nicholas Diakopoulos. (2021) More Accounts, Fewer Links. Proceedings of the ACM on Human-Computer Interaction 5:CSCW1, pages 1-28.
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Hallvard Moe, Jan Fredrik Hovden & Kari Karppinen. (2020) Operationalizing exposure diversity. European Journal of Communication 36:2, pages 148-167.
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Mats Mulder, Oana Inel, Jasper Oosterman & Nava Tintarev. (2021) Operationalizing Framing to Support Multiperspective Recommendations of Opinion Pieces. Operationalizing Framing to Support Multiperspective Recommendations of Opinion Pieces.
Shaina Raza & Chen Ding. (2020) A Regularized Model to Trade-off between Accuracy and Diversity in a News Recommender System. A Regularized Model to Trade-off between Accuracy and Diversity in a News Recommender System.
Jonathan Stray. (2020) Aligning AI Optimization to Community Well-Being. International Journal of Community Well-Being 3:4, pages 443-463.
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Mariella Bastian, Mykola Makhortykh, Jaron Harambam & Max van Drunen. (2020) Explanations of news personalisation across countries and media types. Internet Policy Review 9:4.
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Annelien Smets, Nils Walravens & Pieter Ballon. (2020) Designing Recommender Systems for the Common Good. Designing Recommender Systems for the Common Good.
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Feng Lu, Anca Dumitrache & David Graus. (2020) Beyond Optimizing for Clicks: Incorporating Editorial Values in News Recommendation. Beyond Optimizing for Clicks: Incorporating Editorial Values in News Recommendation.
Urbano Reviglio & Claudio Agosti. (2020) Thinking Outside the Black-Box: The Case for “Algorithmic Sovereignty” in Social Media. Social Media + Society 6:2, pages 205630512091561.
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