{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T11:26:51Z","timestamp":1751110011651,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T00:00:00Z","timestamp":1694649600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,9,14]]},"DOI":"10.1145\/3604915.3608886","type":"proceedings-article","created":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T22:40:23Z","timestamp":1694731223000},"page":"1355-1360","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Advancing Automation of Design Decisions in Recommender System Pipelines"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-8881-2379","authenticated-orcid":false,"given":"Tobias","family":"Vente","sequence":"first","affiliation":[{"name":"Intelligent Systems Group, University of Siegen, Germany"}]}],"member":"320","published-online":{"date-parts":[[2023,9,14]]},"reference":[{"volume-title":"Recommender Systems - The Textbook","author":"Aggarwal C.","key":"e_1_3_2_1_1_1","unstructured":"Charu\u00a0C. Aggarwal. 2016. Recommender Systems - The Textbook. Springer. 1\u2013498 pages."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3411467"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2810062"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2017.03.002"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38067-9_1"},{"key":"e_1_3_2_1_6_1","volume-title":"13th ACM Conference on Recommender Systems (RecSys).","author":"Beel Joeran","year":"2019","unstructured":"Joeran Beel and Victor Brunel. 2019. Data Pruning in Recommender Systems Research: Best-Practice or Malpractice?. In 13th ACM Conference on Recommender Systems (RecSys)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2532508.2532511"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-007-9042-9"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380122"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8080832"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.09.050"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2015.09.007"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2664551.2664556"},{"key":"e_1_3_2_1_16_1","unstructured":"Nick Erickson Jonas Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li and Alexander Smola. 2020. AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data. arxiv:2003.06505\u00a0[stat.ML]"},{"key":"e_1_3_2_1_17_1","volume-title":"The next generation. arXiv preprint arXiv:2007.04074 24","author":"Feurer Matthias","year":"2020","unstructured":"Matthias Feurer, Katharina Eggensperger, Stefan Falkner, Marius Lindauer, and Frank Hutter. 2020. Auto-sklearn 2.0: The next generation. arXiv preprint arXiv:2007.04074 24 (2020)."},{"key":"e_1_3_2_1_18_1","first-page":"2962","article-title":"Efficient and Robust Automated Machine Learning","volume":"28","author":"Feurer Matthias","year":"2015","unstructured":"Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Springenberg, Manuel Blum, and Frank Hutter. 2015. Efficient and Robust Automated Machine Learning. In Advances in Neural Information Processing Systems 28 (2015). 2962\u20132970.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10287-020-00376-3"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/138859.138867"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.31219\/osf.io\/4znmd"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106622"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-020-0626-2"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835893"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.09.005"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.09.005"},{"key":"e_1_3_2_1_27_1","first-page":"1","article-title":"SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization","volume":"23","author":"Lindauer Marius","year":"2022","unstructured":"Marius Lindauer, Katharina Eggensperger, Matthias Feurer, Andr\u00e9 Biedenkapp, Difan Deng, Carolin Benjamins, Tim Ruhkopf, Ren\u00e9 Sass, and Frank Hutter. 2022. SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization. Journal of Machine Learning Research 23, 54 (2022), 1\u20139. http:\/\/jmlr.org\/papers\/v23\/21-0888.html","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3411524"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3551472"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531959"},{"key":"e_1_3_2_1_31_1","volume-title":"Assembled-OpenML: Creating Efficient Benchmarks for Ensembles in AutoML with OpenML. In First Conference on Automated Machine Learning (Late-Breaking Workshop).","author":"Purucker Lennart","year":"2022","unstructured":"Lennart Purucker and Joeran Beel. 2022. Assembled-OpenML: Creating Efficient Benchmarks for Ensembles in AutoML with OpenML. In First Conference on Automated Machine Learning (Late-Breaking Workshop)."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/192844.192905"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/336992.337035"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-018-0154-2"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482006"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507160"},{"key":"e_1_3_2_1_37_1","unstructured":"Andreas Toscher Michael Jahrer and Robert\u00a0M Bell. [n. d.]. The BigChaos Solution to the Net\ufb02ix Grand Prize. ([n. d.])."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3411529"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935863"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3285029"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3579355"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.11.041"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3213586.3226216"}],"event":{"name":"RecSys '23: Seventeenth ACM Conference on Recommender Systems","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","SIGecom Special Interest Group on Economics and Computation"],"location":"Singapore Singapore","acronym":"RecSys '23"},"container-title":["Proceedings of the 17th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3604915.3608886","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3604915.3608886","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:46:35Z","timestamp":1750178795000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3604915.3608886"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,14]]},"references-count":44,"alternative-id":["10.1145\/3604915.3608886","10.1145\/3604915"],"URL":"https:\/\/doi.org\/10.1145\/3604915.3608886","relation":{},"subject":[],"published":{"date-parts":[[2023,9,14]]},"assertion":[{"value":"2023-09-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}