{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,27]],"date-time":"2026-08-27T15:21:35Z","timestamp":1787844095529,"version":"build-2784847793"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61806039"],"award-info":[{"award-number":["61806039"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61832001"],"award-info":[{"award-number":["61832001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ARC","award":["FT130101530"],"award-info":[{"award-number":["FT130101530"]}]},{"DOI":"10.13039\/501100012152","name":"National Postdoctoral Program for Innovative Talents","doi-asserted-by":"publisher","award":["BX201700045"],"award-info":[{"award-number":["BX201700045"]}],"id":[{"id":"10.13039\/501100012152","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2017M623006"],"award-info":[{"award-number":["2017M623006"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2021,1,1]]},"DOI":"10.1109\/tkde.2019.2924656","type":"journal-article","created":{"date-parts":[[2019,6,25]],"date-time":"2019-06-25T16:27:34Z","timestamp":1561480054000},"page":"194-208","source":"Crossref","is-referenced-by-count":79,"title":["On Both Cold-Start and Long-Tail Recommendation with Social Data"],"prefix":"10.1109","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5504-2529","authenticated-orcid":false,"given":"Jingjing","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3456-4993","authenticated-orcid":false,"given":"Ke","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9738-4949","authenticated-orcid":false,"given":"Zi","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2999-2088","authenticated-orcid":false,"given":"Heng Tao","family":"Shen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2044016"},{"key":"ref72","author":"mohri","year":"2012","journal-title":"Foundations of Machine Learning"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939798"},{"key":"ref70","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1007\/11503415_37","article-title":"Rank, trace-norm and max-norm","author":"srebro","year":"2005","journal-title":"Proc Conf Learn Theory"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7637-6_24"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2013.16"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7637-6_3"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2017.72"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"ref30","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":"ref37","first-page":"817","article-title":"CCCFNet: A content-boosted collaborative filtering neural network for cross domain recommender systems","author":"lian","year":"2017","journal-title":"Proc Int Conf World Wide Web"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_10"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.7"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/2556270"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507165"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2565898"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-012-0025-1"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126422"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.88"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102441"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1454008.1454012"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043955"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123316"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/1060745.1060754"},{"key":"ref68","first-page":"1697","article-title":"Joint feature selection and structure preservation for domain adaptation","author":"li","year":"2016","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref69","first-page":"2287","article-title":"Spectral regularization algorithms for learning large incomplete matrices","volume":"11","author":"mazumder","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3"},{"key":"ref1","author":"gladwell","year":"2000","journal-title":"The Tipping Point"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3285029"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654946"},{"key":"ref21","first-page":"1502","article-title":"Low-rank linear cold-start recommendation from social data","author":"sedhain","year":"2017","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref24","author":"anderson","year":"2006","journal-title":"The Long Tail Why the Future of Business Is Selling Less of More"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.14778\/2311906.2311916"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526801"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557109"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187952"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109880"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963416"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2868854"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2924174"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2820174"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.09.040"},{"key":"ref54","first-page":"6904","article-title":"A meta-learning perspective on cold-start recommendations for items","author":"vartak","year":"2017","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref53","first-page":"1309","article-title":"A hybrid collaborative filtering model with deep structure for recommender systems","author":"dong","year":"2017","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043943"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864736"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3108148"},{"key":"ref40","first-page":"766","article-title":"Cold-start active learning with robust ordinal matrix factorization","author":"houlsby","year":"2014","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1352793.1352837"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/564376.564421"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.129"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014189"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1209\/0295-5075\/92\/28002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645772"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/123726"},{"key":"ref19","first-page":"2643","article-title":"Deep content-based music recommendation","author":"van den oord","year":"2013","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2846092","article-title":"On effective location-aware music recommendation","volume":"34","author":"zhiyong","year":"2016","journal-title":"ACM Trans Intell Syst Technol"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124317"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806239"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054269"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2615039"},{"key":"ref45","first-page":"452","article-title":"BPR: Bayesian personalized ranking from implicit feedback","author":"rendle","year":"2009","journal-title":"Proc Conf Uncertainty Artif Intell"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2508816"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484035"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783273"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159728"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2819980"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/9285350\/08745499.pdf?arnumber=8745499","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T10:50:51Z","timestamp":1652179851000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8745499\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,1]]},"references-count":73,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2019.2924656","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,1]]}}}