{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T16:03:15Z","timestamp":1770998595671,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":48,"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:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Shandong University multidisciplinary research and innovation team of young scholars","award":["2020QNQT017"],"award-info":[{"award-number":["2020QNQT017"]}]},{"name":"Meituan"},{"name":"Natural Science Foundation of China","award":["62272274, 61972234, 62072279, 62102234, 62202271"],"award-info":[{"award-number":["62272274, 61972234, 62072279, 62102234, 62202271"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,7,19]]},"DOI":"10.1145\/3539618.3591697","type":"proceedings-article","created":{"date-parts":[[2023,7,19]],"date-time":"2023-07-19T00:22:23Z","timestamp":1689726143000},"page":"932-941","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":23,"title":["Improving Implicit Feedback-Based Recommendation through Multi-Behavior Alignment"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6116-9115","authenticated-orcid":false,"given":"Xin","family":"Xin","sequence":"first","affiliation":[{"name":"Shandong University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-8513-0879","authenticated-orcid":false,"given":"Xiangyuan","family":"Liu","sequence":"additional","affiliation":[{"name":"Shandong University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5198-8085","authenticated-orcid":false,"given":"Hanbing","family":"Wang","sequence":"additional","affiliation":[{"name":"Shandong University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2964-6422","authenticated-orcid":false,"given":"Pengjie","family":"Ren","sequence":"additional","affiliation":[{"name":"Shandong University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4592-4074","authenticated-orcid":false,"given":"Zhumin","family":"Chen","sequence":"additional","affiliation":[{"name":"Shandong University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5170-8645","authenticated-orcid":false,"given":"Jiahuan","family":"Lei","sequence":"additional","affiliation":[{"name":"Meituan, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0733-5757","authenticated-orcid":false,"given":"Xinlei","family":"Shi","sequence":"additional","affiliation":[{"name":"Meituan, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8597-8873","authenticated-orcid":false,"given":"Hengliang","family":"Luo","sequence":"additional","affiliation":[{"name":"Meituan, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9228-1759","authenticated-orcid":false,"given":"Joemon M.","family":"Jose","sequence":"additional","affiliation":[{"name":"University of Glasgow, London, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1086-0202","authenticated-orcid":false,"given":"Maarten","family":"de Rijke","sequence":"additional","affiliation":[{"name":"University of Amsterdam, Amsterdam, Netherlands"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9076-6565","authenticated-orcid":false,"given":"Zhaochun","family":"Ren","sequence":"additional","affiliation":[{"name":"Shandong University, Qingdao, China"}]}],"member":"320","published-online":{"date-parts":[[2023,7,18]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16515"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5329"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546788"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462868"},{"key":"e_1_3_2_1_5_1","volume-title":"Bias and Debias in Recommender System: A Survey and Future Directions. CoRR","author":"Chen Jiawei","year":"2020","unstructured":"Jiawei Chen, Hande Dong, Xiang Wang, Fuli Feng, Meng Wang, and Xiangnan He. 2020a. Bias and Debias in Recommender System: A Survey and Future Directions. CoRR (2020)."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3473321"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583439"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3186905"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/309"},{"key":"e_1_3_2_1_10_1","volume-title":"Sampler Design for Bayesian Personalized Ranking by Leveraging View Data. TKDE","author":"Ding Jingtao","year":"2019","unstructured":"Jingtao Ding, Guanghui Yu, Xiangnan He, Fuli Feng, Yong Li, and Depeng Jin. 2019b. Sampler Design for Bayesian Personalized Ranking by Leveraging View Data. TKDE (2019)."},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings of KDD.","author":"Gantner Zeno","year":"2012","unstructured":"Zeno Gantner, Lucas Drumond, Christoph Freudenthaler, and Lars Schmidt-Thieme. 2012. Personalized Ranking for Non-uniformly Sampled Items. In Proceedings of KDD."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2019.00140"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532059"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371827"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330790"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331269"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401072"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556220"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of ICLR.","author":"Kingma Diederik P","year":"2015","unstructured":"Diederik P Kingma and Jimmy Ba. 2015. Adam: A Method for Stochastic Optimization. In Proceedings of ICLR."},{"key":"e_1_3_2_1_21_1","volume-title":"Matrix Factorization Techniques for Recommender Systems. Computer","author":"Koren Yehuda","year":"2009","unstructured":"Yehuda Koren, Robert Bell, and Chris Volinsky. 2009. Matrix Factorization Techniques for Recommender Systems. Computer (2009)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331247"},{"key":"e_1_3_2_1_23_1","volume-title":"Mixed Information Flow for Cross-domain Sequential Recommendations. TKDD","author":"Ma Muyang","year":"2022","unstructured":"Muyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Lifan Zhao, Peiyu Liu, Jun Ma, and Maarten de Rijke. 2022b. Mixed Information Flow for Cross-domain Sequential Recommendations. TKDD (2022)."},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of WSDM.","author":"Ma Wanqi","year":"2022","unstructured":"Wanqi Ma, Xiancong Chen, Weike Pan, and Zhong Ming. 2022a. VAE Variational AutoEncoder for Heterogeneous One-Class Collaborative Filtering. In Proceedings of WSDM."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401098"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331268"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v24i1.7578"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings of UAI.","author":"Rendle Steffen","year":"2009","unstructured":"Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian Personalized Ranking From Implicit Feedback. In Proceedings of UAI."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412488"},{"key":"e_1_3_2_1_30_1","volume-title":"Proceedings of ICML.","author":"Shen Yanyao","year":"2019","unstructured":"Yanyao Shen and Sujay Sanghavi. 2019. Learning With Bad Training Data via Iterative Trimmed Loss Minimization. In Proceedings of ICML."},{"key":"e_1_3_2_1_31_1","volume-title":"Surya Kallumadi, Vanessa Murdock, and Maarten de Rijke.","author":"Tsagkias Manos","year":"2020","unstructured":"Manos Tsagkias, Tracy Holloway King, Surya Kallumadi, Vanessa Murdock, and Maarten de Rijke. 2020. Challenges and Research Opportunities in Ecommerce Search and Recommendations. SIGIR Forum (2020)."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441800"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380077"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512202"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475446"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498527"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462862"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462972"},{"key":"e_1_3_2_1_40_1","volume-title":"Proceedings of IJCAI.","author":"Xie Ruobing","year":"2021","unstructured":"Ruobing Xie, Cheng Ling, Yalong Wang, Rui Wang, Feng Xia, and Leyu Lin. 2021. Deep Feedback Network for Recommendation. In Proceedings of IJCAI."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/379"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3539597.3570386"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401155"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00261"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959150"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159671"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219826"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463010"}],"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\/3539618.3591697","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3539618.3591697","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\/3539618.3591697"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,18]]},"references-count":48,"alternative-id":["10.1145\/3539618.3591697","10.1145\/3539618"],"URL":"https:\/\/doi.org\/10.1145\/3539618.3591697","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"}}]}}