{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T11:13:54Z","timestamp":1772622834689,"version":"3.50.1"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2954859","type":"journal-article","created":{"date-parts":[[2019,11,21]],"date-time":"2019-11-21T21:01:17Z","timestamp":1574370077000},"page":"179575-179590","source":"Crossref","is-referenced-by-count":29,"title":["Design of Momentum Fractional Stochastic Gradient Descent for Recommender Systems"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1519-5982","authenticated-orcid":false,"given":"Zeshan Aslam","family":"Khan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0897-2448","authenticated-orcid":false,"given":"Syed","family":"Zubair","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8445-7742","authenticated-orcid":false,"given":"Hani","family":"Alquhayz","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0373-6112","authenticated-orcid":false,"given":"Muhammad","family":"Azeem","sequence":"additional","affiliation":[]},{"given":"Allah","family":"Ditta","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"1257","article-title":"Probabilistic matrix factorization","author":"salakhutdinov","year":"2007","journal-title":"Proc Neural Inf Process Syst"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.90"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2018.04.009"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2018.02.005"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.04.004"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-018-0297-2"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.11.003"},{"key":"ref36","first-page":"1329","article-title":"Maximum-margin matrix factorization","volume":"17","author":"srebro","year":"2004","journal-title":"Proc NIPS"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963774"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.21236\/ADA439541"},{"key":"ref60","first-page":"154","volume":"84","author":"ortigueira","year":"2011","journal-title":"Fractional Calculus for Scientists and Engineers"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2016.11.026"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2900698"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2668133"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959165"},{"key":"ref27","first-page":"39","article-title":"Improving regularized singular value decomposition for collaborative filtering categories and subject descriptors","author":"paterek","year":"2007","journal-title":"Proc KDDCup"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/978-3-540-68880-8_32","article-title":"Large-scale parallel collaborative filtering for the Netflix prize","volume":"5034","author":"zhou","year":"2008","journal-title":"Algorithmic Aspects in Information and Management"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.03.012"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3_1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_10"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2631138"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2011.09.006"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1627-9_6"},{"key":"ref26","first-page":"623","article-title":"Scalable collaborative filtering approaches for large recommender systems","volume":"10","author":"tak\u00e1cs","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2012.07.016"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2019.121127"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2019.06.002"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2017.08.009"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1140\/epjp\/i2019-12785-8"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-019-04328-0"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.isatra.2017.03.011"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2017.11.023"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2018.09.028"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2014.12.037"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2019.06.014"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.03.019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2912012"},{"key":"ref40","first-page":"21","article-title":"A linear ensemble of individual and blended models for music rating prediction","author":"chen","year":"2011","journal-title":"Proc KDDCup"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.02.016"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2892565"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-016-0232-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.02.013"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2877208"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.09.050"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.04.025"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2006.4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2018.04.008"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-015-0187-9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2912897"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2910641"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2905862"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.12.050"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4020-6042-7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2933048"},{"key":"ref46","first-page":"4520","article-title":"Provable efficient online matrix completion via non-convex stochastic gradient descent","author":"jin","year":"2016","journal-title":"Proc 30th Int Conf Neural Inf Process Syst (NIPS)"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2016.2598574"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-013-0682-2"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020426"},{"key":"ref42","author":"funk","year":"2006","journal-title":"Netflix update Try this at home"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.168"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_1"},{"key":"ref43","first-page":"442","volume":"9077","author":"chin","year":"2015","journal-title":"A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08908716.pdf?arnumber=8908716","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T08:38:39Z","timestamp":1643272719000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8908716\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2954859","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}