{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T15:19:28Z","timestamp":1773155968959,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,7,18]],"date-time":"2023-07-18T00:00:00Z","timestamp":1689638400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"the Natural Science Foundation of China","award":["62002191"],"award-info":[{"award-number":["62002191"]}]},{"name":"the fellowship of China Postdoctoral Science Foundation","award":["2022TQ0178"],"award-info":[{"award-number":["2022TQ0178"]}]},{"name":"Beijing Academy of Artificial Intelligence"},{"name":"the Natural Science Foundation of China","award":["U21B2026"],"award-info":[{"award-number":["U21B2026"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,7,19]]},"DOI":"10.1145\/3539618.3591702","type":"proceedings-article","created":{"date-parts":[[2023,7,19]],"date-time":"2023-07-19T00:22:59Z","timestamp":1689726179000},"page":"1004-1013","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["Intent-aware Ranking Ensemble for Personalized Recommendation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6351-897X","authenticated-orcid":false,"given":"Jiayu","family":"Li","sequence":"first","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9733-0521","authenticated-orcid":false,"given":"Peijie","family":"Sun","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7176-8234","authenticated-orcid":false,"given":"Zhefan","family":"Wang","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5604-7527","authenticated-orcid":false,"given":"Weizhi","family":"Ma","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7012-8275","authenticated-orcid":false,"given":"Yangkun","family":"Li","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3158-1920","authenticated-orcid":false,"given":"Min","family":"Zhang","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4718-5563","authenticated-orcid":false,"given":"Zhoutian","family":"Feng","sequence":"additional","affiliation":[{"name":"Meituan Inc., Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0924-2416","authenticated-orcid":false,"given":"Daiyue","family":"Xue","sequence":"additional","affiliation":[{"name":"Meituan Inc., Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,7,18]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11030369"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.09.281"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052689"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498435"},{"key":"e_1_3_2_2_5_1","unstructured":"JC de Borda. 1784. M\u00e9moire sur les \u00e9lections au scrutin. Histoire de l'Academie Royale des Sciences pour 1781 (Paris 1784) (1784)."},{"key":"e_1_3_2_2_6_1","volume-title":"Diversity creation methods: a survey and categorisation. Information fusion 6, 1","author":"Brown Gavin","year":"2005","unstructured":"Gavin Brown, Jeremy Wyatt, Rachel Harris, and Xin Yao. 2005. Diversity creation methods: a survey and categorisation. Information fusion 6, 1 (2005), 5--20."},{"key":"e_1_3_2_2_7_1","volume-title":"Learning to rank with nonsmooth cost functions. Advances in neural information processing systems 19","author":"Burges Christopher","year":"2006","unstructured":"Christopher Burges, Robert Ragno, and Quoc Le. 2006. Learning to rank with nonsmooth cost functions. Advances in neural information processing systems 19 (2006)."},{"key":"e_1_3_2_2_8_1","volume-title":"Recommender systems handbook","author":"Castells Pablo","unstructured":"Pablo Castells, Neil Hurley, and Saul Vargas. 2022. Novelty and diversity in recommender systems. In Recommender systems handbook. Springer, 603--646."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403344"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2019.00035"},{"key":"e_1_3_2_2_11_1","volume-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555","author":"Chung Junyoung","year":"2014","unstructured":"Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio. 2014. Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555 (2014)."},{"key":"e_1_3_2_2_12_1","volume-title":"I-divergence geometry of probability distributions and mini-mization problems. The annals of probability","author":"Csisz\u00e1r Imre","year":"1975","unstructured":"Imre Csisz\u00e1r. 1975. I-divergence geometry of probability distributions and mini-mization problems. The annals of probability (1975), 146--158."},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539270"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372165"},{"key":"e_1_3_2_2_15_1","unstructured":"Cynthia Dwork Ravi Kumar Moni Naor and D Sivakumar. 2001. Rank aggregation revisited."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/872757.872795"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277843"},{"key":"e_1_3_2_2_18_1","unstructured":"Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li and Xiuqiang He. 2017. DeepFM: a factorization-machine based neural network for CTR prediction. arXiv preprint arXiv:1703.04247 (2017)."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr709"},{"key":"e_1_3_2_2_20_1","volume-title":"Neural network ensembles, cross validation, and active learning. Advances in neural information processing systems 7","author":"Krogh Anders","year":"1994","unstructured":"Anders Krogh and Jesper Vedelsby. 1994. Neural network ensembles, cross validation, and active learning. Advances in neural information processing systems 7 (1994)."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186085"},{"key":"e_1_3_2_2_22_1","first-page":"1","article-title":"Generalized Ambiguity Decomposition for Ranking Ensemble Learning","volume":"23","author":"Liu Hongzhi","year":"2022","unstructured":"Hongzhi Liu, Yingpeng Du, and Zhonghai Wu. 2022. Generalized Ambiguity Decomposition for Ranking Ensemble Learning. Journal of Machine Learning Research 23, 88 (2022), 1--36.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_2_23_1","volume-title":"Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence. 2575--2582","author":"Liu Zhaoyang","year":"2021","unstructured":"Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, and Yanyan Shen. 2021. Intent preference decoupling for user representation on online recommender system. In Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence. 2575--2582."},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9377917"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401090"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220007"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7743803"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3365375"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531733"},{"key":"e_1_3_2_2_30_1","volume-title":"BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618","author":"Rendle Steffen","year":"2012","unstructured":"Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2012. BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618 (2012)."},{"key":"e_1_3_2_2_31_1","volume-title":"Dynamic routing between capsules. Advances in neural information processing systems 30","author":"Sabour Sara","year":"2017","unstructured":"Sara Sabour, Nicholas Frosst, and Geoffrey E Hinton. 2017. Dynamic routing between capsules. Advances in neural information processing systems 30 (2017)."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1249"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412236"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3432244","article-title":"Toward dynamic user intention: Temporal evolutionary effects of item relations in sequential recommendation","volume":"39","author":"Wang Chenyang","year":"2020","unstructured":"Chenyang Wang, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, and Shaoping Ma. 2020. Toward dynamic user intention: Temporal evolutionary effects of item relations in sequential recommendation. ACM Transactions on Information Systems (TOIS) 39, 2 (2020), 1--33.","journal-title":"ACM Transactions on Information Systems (TOIS)"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557464"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6093"},{"key":"e_1_3_2_2_38_1","volume-title":"A survey on the fairness of recommender systems. ACM Journal of the ACM (JACM)","author":"Wang Yifan","year":"2022","unstructured":"Yifan Wang, Weizhi Ma, Min Zhang*, Yiqun Liu, and Shaoping Ma. 2022. A survey on the fairness of recommender systems. ACM Journal of the ACM (JACM) (2022)."},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2013.11.003"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532023"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539040"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482486"}],"event":{"name":"SIGIR '23: The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","location":"Taipei Taiwan","acronym":"SIGIR '23","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539618.3591702","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3539618.3591702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:47:00Z","timestamp":1750178820000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539618.3591702"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,18]]},"references-count":42,"alternative-id":["10.1145\/3539618.3591702","10.1145\/3539618"],"URL":"https:\/\/doi.org\/10.1145\/3539618.3591702","relation":{},"subject":[],"published":{"date-parts":[[2023,7,18]]},"assertion":[{"value":"2023-07-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}