{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T23:43:41Z","timestamp":1774309421527,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":74,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T00:00:00Z","timestamp":1728345600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/501100002809","name":"Generalitat de Catalunya","doi-asserted-by":"publisher","award":["021 SGR 00313"],"award-info":[{"award-number":["021 SGR 00313"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/501100002809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/501100020884","name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","doi-asserted-by":"publisher","award":["74200094"],"award-info":[{"award-number":["74200094"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/501100020884","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,8]]},"DOI":"10.1145\/3640457.3688067","type":"proceedings-article","created":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T15:39:28Z","timestamp":1728401968000},"page":"137-147","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["AMBAR: A dataset for Assessing Multiple Beyond-Accuracy Recommenders"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2698-3984","authenticated-orcid":false,"given":"Elizabeth","family":"G\u00f3mez","sequence":"first","affiliation":[{"name":"Departament of Mathematics and Computer Science, Universitat de Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6906-485X","authenticated-orcid":false,"given":"David","family":"Contreras","sequence":"additional","affiliation":[{"name":"Facultad de Ingenier\u00eda y Arquitectura, Universidad Arturo Prat, Chile"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6053-3015","authenticated-orcid":false,"given":"Ludovico","family":"Boratto","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Computer Science, University of Cagliari, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1939-8963","authenticated-orcid":false,"given":"Maria","family":"Salamo","sequence":"additional","affiliation":[{"name":"Departament of Mathematics and Computer Science, Universitat de Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,10,8]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3418487"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.7916\/D8NZ8J07"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210063"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2020.102387"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-99736-6_37"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3297662.3365798"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13287-2"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3564284"},{"key":"e_1_3_2_2_9_1","volume-title":"Recommender systems fairness evaluation via generalized cross entropy. arXiv preprint arXiv:1908.06708","author":"Deldjoo Yashar","year":"2019","unstructured":"Yashar Deldjoo, Vito\u00a0Walter Anelli, Hamed Zamani, Alejandro Bellog\u00edn, and Tommaso Di\u00a0Noia. 2019. Recommender systems fairness evaluation via generalized cross entropy. arXiv preprint arXiv:1908.06708 (2019)."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-023-09364-z"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-77712-2_133"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1561\/1500000079"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_18"},{"key":"e_1_3_2_2_14_1","volume-title":"Conference on fairness, accountability and transparency. PMLR, 172\u2013186","author":"Ekstrand D","year":"2018","unstructured":"Michael\u00a0D Ekstrand, Mucun Tian, Ion\u00a0Madrazo Azpiazu, Jennifer\u00a0D Ekstrand, Oghenemaro Anuyah, David McNeill, and Maria\u00a0Soledad Pera. 2018. All the cool kids, how do they fit in?: Popularity and demographic biases in recommender evaluation and effectiveness. In Conference on fairness, accountability and transparency. PMLR, 172\u2013186."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240373"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v14i1.7288"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401051"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864761"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864761"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441824"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498487"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-72113-8_13"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102719"},{"key":"e_1_3_2_2_24_1","volume-title":"Advances in Information Retrieval","author":"G\u00f3mez Elizabeth","unstructured":"Elizabeth G\u00f3mez, David Contreras, Ludovico Boratto, and Maria Salam\u00f3. 2024. MOReGIn: Multi-Objective Recommendation at\u00a0the\u00a0Global and\u00a0Individual Levels. In Advances in Information Retrieval, Nazli Goharian, Nicola Tonellotto, Yulan He, Aldo Lipani, Graham McDonald, Craig Macdonald, and Iadh Ounis (Eds.). Springer Nature Switzerland, Cham, 21\u201338."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463235"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.08.025"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1587\/transinf.2017EDR0003"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"e_1_3_2_2_29_1","volume-title":"Proceedings of the 14th Conference of the International Society for Music Information Retrieval (ISMIR). International Society for Music Information Retrieval, 189\u2013194","author":"Hauger David","year":"2013","unstructured":"David Hauger, Markus Schedl, Andrej Ko\u0161ir, and Marko Tkal\u010di\u010d. 2013. The million musical tweet dataset: what we can learn from microblogs. In Proceedings of the 14th Conference of the International Society for Music Information Retrieval (ISMIR). International Society for Music Information Retrieval, 189\u2013194."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449904"},{"key":"e_1_3_2_2_32_1","volume-title":"Multi-Objective Recommender Systems: Survey and Challenges. ArXiv abs\/2210.10309","author":"Jannach D.","year":"2022","unstructured":"D. Jannach. 2022. Multi-Objective Recommender Systems: Survey and Challenges. ArXiv abs\/2210.10309 (2022)."},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2023.101906"},{"key":"e_1_3_2_2_34_1","volume-title":"Recommendation Independence. In Conference on Fairness, Accountability and Transparency, FAT 2018(Proceedings of Machine Learning Research, Vol.\u00a081)","author":"Kamishima Toshihiro","year":"2018","unstructured":"Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma. 2018. Recommendation Independence. In Conference on Fairness, Accountability and Transparency, FAT 2018(Proceedings of Machine Learning Research, Vol.\u00a081). PMLR, 187\u2013201."},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-78818-6_10"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3511958"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462966"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bdr.2021.100300"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186150"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-47426-3_13"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-78818-6_5"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340631.3394860"},{"key":"e_1_3_2_2_45_1","volume-title":"Bias disparity in collaborative recommendation: Algorithmic evaluation and comparison. arXiv preprint arXiv:1908.00831","author":"Mansoury Masoud","year":"2019","unstructured":"Masoud Mansoury, Bamshad Mobasher, Robin Burke, and Mykola Pechenizkiy. 2019. Bias disparity in collaborative recommendation: Algorithmic evaluation and comparison. arXiv preprint arXiv:1908.00831 (2019)."},{"key":"e_1_3_2_2_46_1","volume-title":"Collaborative filtering: A machine learning perspective","author":"Marlin Benjamin","unstructured":"Benjamin Marlin. 2004. Collaborative filtering: A machine learning perspective. University of Toronto Toronto."},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1125451.1125659"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102666"},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401100"},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531959"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380196"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-021-00697-y"},{"key":"e_1_3_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.84.6.1236"},{"key":"e_1_3_2_2_54_1","doi-asserted-by":"publisher","DOI":"10.5555\/3455716.3455811"},{"key":"e_1_3_2_2_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498432"},{"key":"e_1_3_2_2_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911996.2912004"},{"key":"e_1_3_2_2_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052612"},{"key":"e_1_3_2_2_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3478857"},{"key":"e_1_3_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220088"},{"key":"e_1_3_2_2_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240372"},{"key":"e_1_3_2_2_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341105.3375766"},{"key":"e_1_3_2_2_62_1","unstructured":"Gabriel Vigliensoni and Ichiro Fujinaga. 2016. Automatic Music Recommendation Systems: Do Demographic Profiling and Contextual Features Improve Their Performance?. In ISMIR."},{"key":"e_1_3_2_2_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371855"},{"key":"e_1_3_2_2_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3547333"},{"key":"e_1_3_2_2_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450015"},{"key":"e_1_3_2_2_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462882"},{"key":"e_1_3_2_2_67_1","first-page":"11480","article-title":"Tenrec: A large-scale multipurpose benchmark dataset for recommender systems","volume":"35","author":"Yuan Guanghu","year":"2022","unstructured":"Guanghu Yuan, Fajie Yuan, Yudong Li, Beibei Kong, Shujie Li, Lei Chen, Min Yang, Chenyun Yu, Bo Hu, Zang Li, 2022. Tenrec: A large-scale multipurpose benchmark dataset for recommender systems. Advances in Neural Information Processing Systems 35 (2022), 11480\u201311493.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_2_68_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132938"},{"key":"e_1_3_2_2_69_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366424.3380048"},{"key":"e_1_3_2_2_70_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1000488107"},{"key":"e_1_3_2_2_71_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271795"},{"key":"e_1_3_2_2_72_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462948"},{"key":"e_1_3_2_2_73_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401177"},{"key":"e_1_3_2_2_74_1","doi-asserted-by":"publisher","DOI":"10.1145\/1060745.1060754"}],"event":{"name":"RecSys '24: 18th ACM Conference on Recommender Systems","location":"Bari Italy","acronym":"RecSys '24","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["18th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640457.3688067","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3640457.3688067","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:58:29Z","timestamp":1750294709000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640457.3688067"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,8]]},"references-count":74,"alternative-id":["10.1145\/3640457.3688067","10.1145\/3640457"],"URL":"https:\/\/doi.org\/10.1145\/3640457.3688067","relation":{},"subject":[],"published":{"date-parts":[[2024,10,8]]},"assertion":[{"value":"2024-10-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}