{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T02:45:25Z","timestamp":1783737925103,"version":"3.55.0"},"reference-count":79,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003977","name":"Israel Science Foundation","doi-asserted-by":"publisher","award":["2243\/20"],"award-info":[{"award-number":["2243\/20"]}],"id":[{"id":"10.13039\/501100003977","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3263931","type":"journal-article","created":{"date-parts":[[2023,4,3]],"date-time":"2023-04-03T17:37:37Z","timestamp":1680543457000},"page":"34746-34763","source":"Crossref","is-referenced-by-count":20,"title":["Not All Memories Created Equal: Dynamic User Representations for Collaborative Filtering"],"prefix":"10.1109","volume":"11","author":[{"given":"Keren","family":"Gaiger","sequence":"first","affiliation":[{"name":"Industrial Engineering Department, Tel Aviv University, Tel Aviv, Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5059-0905","authenticated-orcid":false,"given":"Oren","family":"Barkan","sequence":"additional","affiliation":[{"name":"Department of Computer Science, The Open University of Israel, Raanana, Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8772-8062","authenticated-orcid":false,"given":"Shir","family":"Tsipory-Samuel","sequence":"additional","affiliation":[{"name":"Industrial Engineering Department, Tel Aviv University, Tel Aviv, Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8219-4512","authenticated-orcid":false,"given":"Noam","family":"Koenigstein","sequence":"additional","affiliation":[{"name":"Industrial Engineering Department, Tel Aviv University, Tel Aviv, Israel"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_1"},{"key":"ref2","volume-title":"Memory in Context: Context in Memory","author":"Davies","year":"1988"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1101\/lm.388906"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3758\/BF03196157"},{"key":"ref5","first-page":"9902","article-title":"Not all memories are created equal: Learning to forget by expiring","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Sukhbaatar"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2533670.2533675"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3547375"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1086\/209535"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511618031"},{"key":"ref10","first-page":"35","article-title":"The Netflix prize","volume-title":"Proc. KDD Cup Workshop","author":"Bennett"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"ref12","first-page":"3","article-title":"The Yahoo! Music dataset and KDD-cup\u201911","volume-title":"Proc. KDD Cup","author":"Dror"},{"key":"ref13","article-title":"BPR: Bayesian personalized ranking from implicit feedback","author":"Rendle","year":"2012","journal-title":"arXiv:1205.2618"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507208"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2016.7738886"},{"key":"ref16","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013","journal-title":"arXiv:1301.3781"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref18","article-title":"Reformer: The efficient transformer","author":"Kitaev","year":"2020","journal-title":"arXiv:2001.04451"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053071"},{"key":"ref20","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv:1810.04805"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v42i3.18140"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICRAMI52622.2021.9585931"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546765"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546788"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742726"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412488"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3548486"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"ref30","first-page":"1025","article-title":"Inductive representation learning on large graphs","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Hamilton"},{"key":"ref31","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016","journal-title":"arXiv:1609.02907"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209991"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240381"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219890"},{"key":"ref35","article-title":"Graph convolutional matrix completion","author":"van den Berg","year":"2017","journal-title":"arXiv:1706.02263"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10148-x"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3505244"},{"key":"ref39","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv:2010.11929"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_13"},{"key":"ref41","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. ICML","author":"Radford"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474264"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00035"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772773"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109882"},{"key":"ref46","article-title":"Session-based recommendations with recurrent neural networks","author":"Hidasi","year":"2015","journal-title":"arXiv:1511.06939"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271761"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159656"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1177\/107769905303000401"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2831682"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_19"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-04083-2_2"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32236-6_51"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v38i3.2741"},{"key":"ref56","first-page":"1","article-title":"Beyond algorithms: An HCI perspective on recommender systems","volume-title":"Proc. ACM SIGIR Workshop Rec. Syst.","volume":"13","author":"Swearingen"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5722"},{"issue":"4","key":"ref58","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2827872","article-title":"The MovieLens datasets: History and context","volume":"5","author":"Harper","year":"2015","journal-title":"ACM Trans. Interact. Intell. Syst."},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_1"},{"key":"ref60","volume-title":"The Movies Dataset"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.23940\/ijpe.17.08.p7.12461256"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87481-2_24"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2911489"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186150"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.5555\/2969442.2969475"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"issue":"5","key":"ref69","first-page":"566","article-title":"Adagrad\u2014An optimizer for stochastic gradient descent","volume":"6","author":"Lydia","year":"2019","journal-title":"Int. J. Inf. Comput. Sci."},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864721"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2189529"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13287-2_4"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557072"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref76","first-page":"1877","article-title":"Language models are few-shot learners","volume-title":"Proc. Adv. Neur. Inf. Process. Sys.","volume":"33","author":"Brown"},{"key":"ref77","first-page":"1","article-title":"XLNet: Generalized autoregressive pretraining for language understanding","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Yang"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2018.00018"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-98131-4"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10090935.pdf?arnumber=10090935","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T20:46:28Z","timestamp":1709239588000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10090935\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":79,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3263931","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}