{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:41:14Z","timestamp":1761597674198},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2016,6,1]],"date-time":"2016-06-01T00:00:00Z","timestamp":1464739200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2016,6,1]]},"DOI":"10.1109\/tkde.2016.2522422","type":"journal-article","created":{"date-parts":[[2016,1,27]],"date-time":"2016-01-27T19:12:21Z","timestamp":1453921941000},"page":"1462-1474","source":"Crossref","is-referenced-by-count":60,"title":["Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach"],"prefix":"10.1109","volume":"28","author":[{"given":"Iman","family":"Barjasteh","sequence":"first","affiliation":[]},{"given":"Rana","family":"Forsati","sequence":"additional","affiliation":[]},{"given":"Dennis","family":"Ross","sequence":"additional","affiliation":[]},{"given":"Abdol-Hossein","family":"Esfahanian","sequence":"additional","affiliation":[]},{"given":"Hayder","family":"Radha","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"187","article-title":"Content-boosted collaborative filtering for improved recommendations","author":"melville","year":"0","journal-title":"Proc 18th Nat Conf Artif Intell"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2808797.2809407"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645728"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484035"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.09.005"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.43"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458205"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.47"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043943"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2013.04.002"},{"key":"ref60","first-page":"1329","article-title":"Maximum-margin matrix factorization","author":"rennie","year":"0","journal-title":"Proc Adv Neural Inform Process Syst"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2014.09.015"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645726"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2009961"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1644873.1644874"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.35"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"ref1","first-page":"803","article-title":"A new approach to collaborative filtering: Operator estimation with spectral regularization","volume":"10","author":"abernethy","year":"2009","journal-title":"J Mach Learning Res"},{"key":"ref20","first-page":"1","article-title":"The spectral norm error of the naive nystrom extension","author":"gittens","year":"2011","journal-title":"arXiv preprint arXiv 1110 5305"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639735"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.32"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-011-0244-8"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835951"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864736"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963772"},{"key":"ref50","first-page":"3413","article-title":"A simpler approach to matrix completion","volume":"12","author":"recht","year":"2011","journal-title":"J Mach Learning Res"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.127"},{"key":"ref59","article-title":"Dealing with the new user cold-start problem in recommender systems: A comparative review","author":"son","year":"2014","journal-title":"Inform Syst"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/2556270"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.116"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/564376.564421"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645751"},{"key":"ref54","article-title":"Nips dataset","author":"roweis","year":"0"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102441"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1454008.1454047"},{"key":"ref10","first-page":"1","article-title":"Representation learning for cold-start recommendation","author":"contardo","year":"2014","journal-title":"arXiv preprint arXiv 1412 7156"},{"key":"ref11","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"J Mach Learning Res"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020436"},{"key":"ref12","first-page":"8","article-title":"The yahoo! music dataset and Kdd-cup'11","volume":"18","author":"dror","year":"2012","journal-title":"J Mach Learning Res KDD Cup"},{"key":"ref13","first-page":"33","article-title":"User-specific feature-based similarity models for top-n recommendation of new items","volume":"6","author":"elbadrawy","year":"2015","journal-title":"ACM Trans Intell Syst Technol (TIST)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2800198"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2641564"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-015-9252-4"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.129"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043989"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2005.14"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015394"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2800196"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026501525781"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1345448.1345465"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/080738970"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1021240730564"},{"key":"ref49","first-page":"1","article-title":"Bayesian matrix factorization with side information and dirichlet process mixtures","author":"porteous","year":"0","journal-title":"Proc 24th AAAI Conf Artif Intell"},{"key":"ref9","first-page":"1","article-title":"Combining content-based and collaborative filters in an online newspaper","volume":"60","author":"claypool","year":"0","journal-title":"Proc ACM SIGIR Workshop Recommender Syst"},{"key":"ref46","first-page":"5","article-title":"Improving regularized singular value decomposition for collaborative filtering","volume":"2007","author":"paterek","year":"0","journal-title":"Proc KDD Cup Workshop"},{"key":"ref45","first-page":"699","article-title":"Naïve filterbots for robust cold-start recommendations","author":"park","year":"0","journal-title":"Proc 12th ACM SIGKDD Int Conf Knowl Discovery Data Mining"},{"key":"ref48","first-page":"437","article-title":"Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments","author":"popescul","year":"0","journal-title":"Proc 17th Conf Uncertainty Artif Intell"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1023\/A:1006544522159"},{"key":"ref42","first-page":"1257","article-title":"Probabilistic matrix factorization","author":"mnih","year":"0","journal-title":"Proc Adv Neural Inform Process Syst"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.148"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639720"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.04.071"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/7463089\/07393858.pdf?arnumber=7393858","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:11:26Z","timestamp":1642003886000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7393858\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,6,1]]},"references-count":64,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2016.2522422","relation":{},"ISSN":["1041-4347"],"issn-type":[{"value":"1041-4347","type":"print"}],"subject":[],"published":{"date-parts":[[2016,6,1]]}}}