{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T19:10:33Z","timestamp":1757617833453,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":36,"publisher":"ACM","funder":[{"name":"Innovation Foundation Denmark","award":["1044-00058B"],"award-info":[{"award-number":["1044-00058B"]}]},{"name":"Platform Intelligence in News-Project","award":["0175-00014B"],"award-info":[{"award-number":["0175-00014B"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,9,22]]},"DOI":"10.1145\/3705328.3759309","type":"proceedings-article","created":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T10:46:13Z","timestamp":1757155573000},"page":"1240-1245","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Normative Alignment of Recommender Systems via Internal Label Shift"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5830-0611","authenticated-orcid":false,"given":"Johannes","family":"Kruse","sequence":"first","affiliation":[{"name":"JP\/Politikens Media Group, Copenhagen, Denmark and Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-6412-0930","authenticated-orcid":false,"given":"Kasper","family":"Lindskow","sequence":"additional","affiliation":[{"name":"JP\/Politikens Media Group, Copenhagen, Denmark and Copenhagen Business School, Frederiksberg, Denmark"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7411-5842","authenticated-orcid":false,"given":"Michael Riis","family":"Andersen","sequence":"additional","affiliation":[{"name":"Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4841-1824","authenticated-orcid":false,"given":"Ryotaro","family":"Shimizu","sequence":"additional","affiliation":[{"name":"Computer Science, University of California San Diego, La Jolla, California, USA and ZOZO Research, Tokyo, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0955-7588","authenticated-orcid":false,"given":"Julian","family":"McAuley","sequence":"additional","affiliation":[{"name":"Computer Science, University of California San Diego, La Jolla, California, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1297-908X","authenticated-orcid":false,"given":"Pierre-Alexandre","family":"Mattei","sequence":"additional","affiliation":[{"name":"Inria, Universit\u00e9 C\u00f4te d'Azur, Nice, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9224-1271","authenticated-orcid":false,"given":"Jes","family":"Frellsen","sequence":"additional","affiliation":[{"name":"Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark and Pioneer Centre for Artificial Intelligence, Copenhagen, Denmark"}]}],"member":"320","published-online":{"date-parts":[[2025,9,7]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3539597.3570402"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","unstructured":"Jiayi Chen Wen Wu Liye Shi Yu Ji Wenxin Hu Xi Chen Wei Zheng and Liang He. 2022. DACSR: Decoupled-Aggregated End-to-End Calibrated Sequential Recommendation. Applied Sciences 12 22 (2022). 10.3390\/app122211765","DOI":"10.3390\/app122211765"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","unstructured":"Yashar Deldjoo Fatemeh Nazary Arnau Ramisa Julian McAuley Giovanni Pellegrini Alejandro Bellogin and Tommaso\u00a0Di Noia. 2023. A Review of Modern Fashion Recommender Systems. ACM Comput. Surv. 56 4 Article 87 (Oct. 2023) 37\u00a0pages. 10.1145\/3624733","DOI":"10.1145\/3624733"},{"key":"e_1_3_3_1_6_2","unstructured":"Saurabh Garg Yifan Wu Sivaraman Balakrishnan and Zachary Lipton. 2020. A unified view of label shift estimation. Advances in Neural Information Processing Systems 33 (2020) 3290\u20133300."},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864761"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"crossref","unstructured":"Natali Helberger. 2019. On the Democratic Role of News Recommenders. Digital Journalism 7 8 (2019) 993\u20131012.","DOI":"10.1080\/21670811.2019.1623700"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.558"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","unstructured":"Dietmar Jannach and Michael Jugovac. 2019. Measuring the Business Value of Recommender Systems. ACM Trans. Manage. Inf. Syst. 10 4 Article 16 (dec 2019) 23\u00a0pages. 10.1145\/3370082","DOI":"10.1145\/3370082"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3627673.3679728"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"crossref","unstructured":"Marius Kaminskas and Derek Bridge. 2016. Diversity Serendipity Novelty and Coverage: A Survey and Empirical Analysis of Beyond-Accuracy Objectives in Recommender Systems. ACM Trans. Interact. Intell. Syst. 7 1 Article 2 (dec 2016) 42\u00a0pages.","DOI":"10.1145\/2926720"},{"key":"e_1_3_3_1_13_2","unstructured":"Diederik\u00a0P. Kingma and Jimmy Ba. 2017. Adam: A Method for Stochastic Optimization. arxiv:https:\/\/arXiv.org\/abs\/1412.6980\u00a0[cs.LG] https:\/\/arxiv.org\/abs\/1412.6980"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.5555\/645526.657130"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3610248"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/3687151.3687152"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3687164"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-acl.29"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/3340631.3394864"},{"key":"e_1_3_3_1_20_2","unstructured":"Tomas Mikolov Kai Chen Greg Corrado and Jeffrey Dean. 2013. Efficient Estimation of Word Representations in Vector Space. arxiv:https:\/\/arXiv.org\/abs\/1301.3781\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/1301.3781"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","unstructured":"Efrat Nechushtai and Seth\u00a0C. Lewis. 2019. What kind of news gatekeepers do we want machines to be? Filter bubbles fragmentation and the normative dimensions of algorithmic recommendations. Computers in Human Behavior 90 (2019) 298\u2013307. 10.1016\/j.chb.2018.07.043","DOI":"10.1016\/j.chb.2018.07.043"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531778"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"crossref","unstructured":"Marco Saerens Patrice Latinne and Christine Decaestecker. 2002. Adjusting the outputs of a classifier to new a priori probabilities: a simple procedure. Neural computation 14 1 (2002) 21\u201341.","DOI":"10.1162\/089976602753284446"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3478857"},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","DOI":"10.1145\/3696410.3714583"},{"key":"e_1_3_3_1_26_2","first-page":"8377","volume-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops","author":"Shimizu Ryotaro","year":"2024","unstructured":"Ryotaro Shimizu, Yu Wang, Masanari Kimura, Yuki Hirakawa, Takashi Wada, Yuki Saito, and Julian McAuley. 2024. A Fashion Item Recommendation Model in Hyperbolic Space. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 8377\u20138383."},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"crossref","unstructured":"Carlos\u00a0N. Silla and Alex\u00a0A. Freitas. 2011. A survey of hierarchical classification across different application domains. Data Mining and Knowledge Discovery 22 1 (2011) 31\u201372.","DOI":"10.1007\/s10618-010-0175-9"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240372"},{"key":"e_1_3_3_1_29_2","unstructured":"Jonathan Stray Ivan Vendrov Jeremy Nixon Steven Adler and Dylan Hadfield-Menell. 2021. What are you optimizing for? Aligning Recommender Systems with Human Values. arxiv:https:\/\/arXiv.org\/abs\/2107.10939\u00a0[cs.IR] https:\/\/arxiv.org\/abs\/2107.10939"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546780"},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1145\/3406522.3446019"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3608757"},{"key":"e_1_3_3_1_33_2","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3608799"},{"key":"e_1_3_3_1_34_2","unstructured":"Shuhei Watanabe. 2023. Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance. arxiv:https:\/\/arXiv.org\/abs\/2304.11127\u00a0[cs.LG] https:\/\/arxiv.org\/abs\/2304.11127"},{"key":"e_1_3_3_1_35_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1671"},{"key":"e_1_3_3_1_36_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.331"},{"key":"e_1_3_3_1_37_2","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380065"}],"event":{"name":"RecSys '25: Nineteenth ACM Conference on Recommender Systems","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"],"location":"Prague Czech Republic","acronym":"RecSys '25"},"container-title":["Proceedings of the Nineteenth ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3705328.3759309","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T11:42:42Z","timestamp":1757158962000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3705328.3759309"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,7]]},"references-count":36,"alternative-id":["10.1145\/3705328.3759309","10.1145\/3705328"],"URL":"https:\/\/doi.org\/10.1145\/3705328.3759309","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"}}]}}