{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T11:19:32Z","timestamp":1768475972028,"version":"3.49.0"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3182390","type":"journal-article","created":{"date-parts":[[2022,6,13]],"date-time":"2022-06-13T20:37:15Z","timestamp":1655152635000},"page":"62932-62952","source":"Crossref","is-referenced-by-count":9,"title":["An End-to-End Personalized Preference Drift Aware Sequential Recommender System With Optimal Item Utilization"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3827-2549","authenticated-orcid":false,"given":"Saranya","family":"Maneeroj","sequence":"first","affiliation":[{"name":"Department of Mathematics and Computer Science, Faculty of Science, Advanced Virtual and Intelligent Computing Center, Chulalongkorn University, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4364-8785","authenticated-orcid":false,"given":"Nakarin","family":"Sritrakool","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Computer Science, Faculty of Science, Advanced Virtual and Intelligent Computing Center, Chulalongkorn University, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref2","article-title":"Probabilistic matrix factorization","volume-title":"Advances in Neural Information Processing Systems","volume":"20","author":"Mnih","year":"2007"},{"key":"ref3","article-title":"Algorithms for non-negative matrix factorization","volume-title":"Advances in Neural Information Processing Systems","volume":"13","author":"Lee","year":"2000"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220023"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3386723.3387870"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742726"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2835776.2835837"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622127"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186070"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115386"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018689"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109877"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271761"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109896"},{"key":"ref16","first-page":"6000","article-title":"Attention is all you need","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst. (NIPS)","author":"Vaswani"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00035"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16593"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109922"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE51399.2021.00138"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1146"},{"key":"ref23","first-page":"3889","article-title":"Phased LSTM: Accelerating recurrent network training for long or event-based sequences","volume-title":"Proc. 30th Int. Conf. Neural Inf. Process. Syst. (NIPS)","author":"Neil"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/504"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3128769"},{"key":"ref26","first-page":"1","article-title":"An image is worth $16\\times16$\n words: Transformers for image recognition at scale","volume-title":"Proc. ICLR","author":"Dosovitskiy"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462506"},{"key":"ref28","article-title":"Longformer: The long-document transformer","author":"Beltagy","year":"2020","journal-title":"arXiv:2004.05150"},{"key":"ref29","first-page":"1","article-title":"Reformer: The efficient transformer","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Kitaev"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00353"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/d14-1179"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-021-00889-0"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534103"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02284-8"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/5206228"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159656"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102755"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3069058"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/math9121392"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463087"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-82136-4_41"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3475768"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i17.17751"},{"key":"ref45","first-page":"17283","article-title":"Big bird: Transformers for longer sequences","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Zaheer"},{"key":"ref46","article-title":"Rethinking attention with performers","author":"Choromanski","year":"2020","journal-title":"arXiv:2009.14794"},{"key":"ref47","article-title":"Fastformer: Additive attention can be all you need","author":"Wu","year":"2021","journal-title":"arXiv:2108.09084"},{"key":"ref48","first-page":"5156","article-title":"Transformers are RNNs: Fast autoregressive transformers with linear attention","volume-title":"Proc. 37th Int. Conf. Mach. Learn.","volume":"119","author":"Katharopoulos"},{"key":"ref49","article-title":"Generating long sequences with sparse transformers","author":"Child","year":"2019","journal-title":"arXiv:1904.10509"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3530811"},{"key":"ref51","article-title":"Layer normalization","author":"Ba","year":"2016","journal-title":"arXiv:1607.06450"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240369"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1248"},{"key":"ref54","article-title":"Joint optimization of tree-based index and deep model for recommender systems","volume-title":"Advances in Neural Information Processing Systems","volume":"32","author":"Zhu"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219826"},{"key":"ref56","first-page":"11650","article-title":"Learning optimal tree models under beam search","volume-title":"Proc. ICML","author":"Zhuo"},{"key":"ref57","article-title":"Lingvo: A modular and scalable framework for sequence-to-sequence modeling","author":"Shen","year":"2019","journal-title":"arXiv:1902.08295"},{"key":"ref58","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Kingma"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09794734.pdf?arnumber=9794734","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T02:53:26Z","timestamp":1706756006000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9794734\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3182390","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}