{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T23:39:52Z","timestamp":1773099592967,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":37,"publisher":"ACM","funder":[{"DOI":"10.13039\/501100003130","name":"Fonds Wetenschappelijk Onderzoek","doi-asserted-by":"publisher","award":["1158225N"],"award-info":[{"award-number":["1158225N"]}],"id":[{"id":"10.13039\/501100003130","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,9,22]]},"DOI":"10.1145\/3705328.3748034","type":"proceedings-article","created":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T10:48:44Z","timestamp":1757155724000},"page":"643-648","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Not One News Recommender To Fit Them All: How Different Recommender Strategies Serve Various User Segments"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-0407-2025","authenticated-orcid":false,"given":"Hanne","family":"Vandenbroucke","sequence":"first","affiliation":[{"name":"imec-SMIT, Vrije Universiteit Brussel, Brussels, Belgium"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-6823-0237","authenticated-orcid":false,"given":"Ulysse","family":"Maes","sequence":"additional","affiliation":[{"name":"imec-SMIT, Vrije Universiteit Brussel, Brussels, Belgium"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0152-2460","authenticated-orcid":false,"given":"Lien","family":"Michiels","sequence":"additional","affiliation":[{"name":"Adrem Data Lab, University of Antwerp, Antwerp, Belgium and imec-SMIT, Vrije Universiteit Brussel, Brussels, Belgium"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4771-7159","authenticated-orcid":false,"given":"Annelien","family":"Smets","sequence":"additional","affiliation":[{"name":"imec-SMIT, Vrije Universiteit Brussel, Brussels, Belgium"}]}],"member":"320","published-online":{"date-parts":[[2025,9,7]]},"reference":[{"key":"e_1_3_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3442442.3452327"},{"key":"e_1_3_3_3_3_2","doi-asserted-by":"crossref","unstructured":"Sinan Aral and Paramveer\u00a0S Dhillon. 2021. Digital paywall design: Implications for content demand and subscriptions. Management Science 67 4 (2021) 2381\u20132402.","DOI":"10.1287\/mnsc.2020.3650"},{"key":"e_1_3_3_3_4_2","doi-asserted-by":"crossref","unstructured":"Mojtaba Barari Mitchell Ross Sara Thaichon and Jiraporn Surachartkumtonkun. 2021. A meta-analysis of customer engagement behaviour. International Journal of Consumer Studies 45 4 (2021) 457\u2013477.","DOI":"10.1111\/ijcs.12609"},{"key":"e_1_3_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.4324\/9781003099260-5"},{"key":"e_1_3_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474236"},{"key":"e_1_3_3_3_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3209219.3209229"},{"key":"e_1_3_3_3_8_2","doi-asserted-by":"crossref","unstructured":"Rachel Davis\u00a0Mersey Edward\u00a0C Malthouse and Bobby\u00a0J Calder. 2010. Engagement with online media. Journal of Media Business Studies 7 2 (2010) 39\u201356.","DOI":"10.1080\/16522354.2010.11073506"},{"key":"e_1_3_3_3_9_2","doi-asserted-by":"crossref","unstructured":"Tom Evens Amandine Henderickx and Lieven De\u00a0Marez. 2021. Generation stream: The audiovisual repertoire of teenagers. Journal of Broadcasting & Electronic Media 65 2 (2021) 185\u2013204.","DOI":"10.1080\/08838151.2021.1944146"},{"key":"e_1_3_3_3_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/3106426.3109436"},{"key":"e_1_3_3_3_11_2","doi-asserted-by":"crossref","unstructured":"Dietmar Jannach and Christine Bauer. 2020. Escaping the McNamara fallacy: Towards more impactful recommender systems research. AI Magazine 41 4 (2020) 79\u201395.","DOI":"10.1609\/aimag.v41i4.5312"},{"key":"e_1_3_3_3_12_2","doi-asserted-by":"crossref","unstructured":"Dietmar Jannach and Michael Jugovac. 2019. Measuring the business value of recommender systems. ACM Transactions on Management Information Systems (TMIS) 10 4 (2019) 1\u201323.","DOI":"10.1145\/3370082"},{"key":"e_1_3_3_3_13_2","doi-asserted-by":"crossref","unstructured":"Nadine Klopfenstein\u00a0Frei Valery Wyss Aleksandra Gnach and Wibke Weber. 2024. \u201cIt\u2019s a matter of age\u201d: Four dimensions of youths\u2019 news consumption. Journalism 25 1 (2024) 100\u2013121.","DOI":"10.1177\/14648849221123385"},{"key":"e_1_3_3_3_14_2","doi-asserted-by":"crossref","unstructured":"Bart\u00a0P Knijnenburg Martijn\u00a0C Willemsen Zeno Gantner Hakan Soncu and Chris Newell. 2012. Explaining the user experience of recommender systems. User Modeling and User-Adapted Interaction 22 (2012) 441\u2013504.","DOI":"10.1007\/s11257-011-9118-4"},{"key":"e_1_3_3_3_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3687151.3687152"},{"key":"e_1_3_3_3_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3687164"},{"key":"e_1_3_3_3_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/1719970.1719976"},{"key":"e_1_3_3_3_18_2","doi-asserted-by":"crossref","unstructured":"Mykola Makhortykh Claes De\u00a0Vreese Natali Helberger Jaron Harambam and Dimitrios Bountouridis. 2021. We are what we click: Understanding time and content-based habits of online news readers. New Media & Society 23 9 (2021) 2773\u20132800.","DOI":"10.1177\/1461444820933221"},{"key":"e_1_3_3_3_19_2","doi-asserted-by":"crossref","unstructured":"Ewa Maslowska Edward\u00a0C Malthouse and Linda\u00a0D Hollebeek. 2022. The role of recommender systems in fostering consumers\u2019 long-term platform engagement. Journal of Service Management 33 4\/5 (2022) 721\u2013732.","DOI":"10.1108\/JOSM-12-2021-0487"},{"key":"e_1_3_3_3_20_2","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3551472"},{"key":"e_1_3_3_3_21_2","doi-asserted-by":"crossref","unstructured":"Judith M\u00f6ller Robbert\u00a0Nicolai Van De\u00a0Velde Lisa Merten and Cornelius Puschmann. 2020. Explaining online news engagement based on browsing behavior: Creatures of habit? Social Science Computer Review 38 5 (2020) 616\u2013632.","DOI":"10.1177\/0894439319828012"},{"key":"e_1_3_3_3_22_2","doi-asserted-by":"crossref","unstructured":"Chris Peters Kim\u00a0Christian Schr\u00f8der Josephine Lehaff and Julie Vulpius. 2022. News as they know it: Young adults\u2019 information repertoires in the digital media landscape. Digital Journalism 10 1 (2022) 62\u201386.","DOI":"10.1080\/21670811.2021.1885986"},{"key":"e_1_3_3_3_23_2","doi-asserted-by":"crossref","unstructured":"Heritiana Ranaivoson Annelien Smets and Pieter Ballon. 2024. 15 Challenges and opportunities for recommender systems in media markets. De Gruyter Handbook of Media Economics (2024) 215.","DOI":"10.1515\/9783110793444-015"},{"key":"e_1_3_3_3_24_2","doi-asserted-by":"crossref","unstructured":"Shaina Raza and Chen Ding. 2022. News recommender system: a review of recent progress challenges and opportunities. Artificial Intelligence Review (2022) 1\u201352.","DOI":"10.1007\/s10462-021-10043-x"},{"key":"e_1_3_3_3_25_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4"},{"key":"e_1_3_3_3_26_2","doi-asserted-by":"crossref","unstructured":"Annelien Smets Jonathan Hendrickx and Pieter Ballon. 2022. We\u2019re in this together: a multi-stakeholder approach for news recommenders. Digital Journalism 10 10 (2022) 1813\u20131831.","DOI":"10.1080\/21670811.2021.2024079"},{"key":"e_1_3_3_3_27_2","doi-asserted-by":"crossref","unstructured":"Steen Steensen Raul Ferrer-Conill and Chris Peters. 2020. (Against a) theory of audience engagement with news. Journalism Studies 21 12 (2020) 1662\u20131680.","DOI":"10.1080\/1461670X.2020.1788414"},{"key":"e_1_3_3_3_28_2","doi-asserted-by":"publisher","unstructured":"Zhu Sun Hui Fang Jie Yang Xinghua Qu Hongyang Liu Di Yu Yew-Soon Ong and Jie Zhang. 2023. DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation. IEEE Transactions on Pattern Analysis and Machine Intelligence 45 7 (2023) 8206\u20138226. 10.1109\/TPAMI.2022.3231891","DOI":"10.1109\/TPAMI.2022.3231891"},{"key":"e_1_3_3_3_29_2","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3478848"},{"key":"e_1_3_3_3_30_2","doi-asserted-by":"publisher","unstructured":"David Tewksbury Michelle\u00a0L. Hals and Allyson Bibart. 2008. The Efficacy of News Browsing: The Relationship of News Consumption Style to Social and Political Efficacy. Journalism & Mass Communication Quarterly 85 2 (2008) 257\u2013272. 10.1177\/107769900808500203","DOI":"10.1177\/107769900808500203"},{"key":"e_1_3_3_3_31_2","doi-asserted-by":"crossref","unstructured":"Damian Trilling and Klaus Schoenbach. 2013. Skipping current affairs: The non-users of online and offline news. European Journal of Communication 28 1 (2013) 35\u201351.","DOI":"10.1177\/0267323112453671"},{"key":"e_1_3_3_3_32_2","doi-asserted-by":"publisher","DOI":"10.2991\/assehr.k.201010.019"},{"key":"e_1_3_3_3_33_2","doi-asserted-by":"crossref","unstructured":"Peter Van\u00a0Aelst Jesper Str\u00f6mb\u00e4ck Toril Aalberg Frank Esser Claes De\u00a0Vreese J\u00f6rg Matthes David Hopmann Susana Salgado Nicolas Hub\u00e9 Agnieszka St\u0119pi\u0144ska et\u00a0al. 2017. Political communication in a high-choice media environment: A challenge for democracy? Annals of the International Communication Association 41 1 (2017) 3\u201327.","DOI":"10.1080\/23808985.2017.1288551"},{"key":"e_1_3_3_3_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3688183"},{"key":"e_1_3_3_3_35_2","doi-asserted-by":"crossref","unstructured":"Chuhan Wu Fangzhao Wu Yongfeng Huang and Xing Xie. 2023. Personalized news recommendation: Methods and challenges. ACM Transactions on Information Systems 41 1 (2023) 1\u201350.","DOI":"10.1145\/3530257"},{"key":"e_1_3_3_3_36_2","doi-asserted-by":"crossref","unstructured":"Rodrigo Zamith. 2018. Quantified Audiences in News Production: A synthesis and research agenda. Digital Journalism 6 4 (2018) 418\u2013435.","DOI":"10.1080\/21670811.2018.1444999"},{"key":"e_1_3_3_3_37_2","doi-asserted-by":"publisher","unstructured":"Guangping Zhang Dongsheng Li Hansu Gu Tun Lu and Ning Gu. 2024. Heterogeneous Graph Neural Network with Personalized and Adaptive Diversity for News Recommendation. ACM Trans. Web 18 3 Article 34 (May 2024) 33\u00a0pages. 10.1145\/3649886","DOI":"10.1145\/3649886"},{"key":"e_1_3_3_3_38_2","doi-asserted-by":"crossref","unstructured":"Yayu Zhou Bobby\u00a0J Calder Edward\u00a0C Malthouse and Yasaman\u00a0Kamyab Hessary. 2022. Not all clicks are equal: detecting engagement with digital content. Journal of Media Business Studies 19 2 (2022) 90\u2013107.","DOI":"10.1080\/16522354.2021.1924558"}],"event":{"name":"RecSys '25: Nineteenth ACM Conference on Recommender Systems","location":"Prague Czech Republic","acronym":"RecSys '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGIR ACM Special Interest Group on Information Retrieval","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the Nineteenth ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3705328.3748034","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T11:50:55Z","timestamp":1757159455000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3705328.3748034"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,7]]},"references-count":37,"alternative-id":["10.1145\/3705328.3748034","10.1145\/3705328"],"URL":"https:\/\/doi.org\/10.1145\/3705328.3748034","relation":{},"subject":[],"published":{"date-parts":[[2025,9,7]]},"assertion":[{"value":"2025-09-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}