{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,25]],"date-time":"2025-10-25T14:16:38Z","timestamp":1761401798836,"version":"3.37.3"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2016,12,1]],"date-time":"2016-12-01T00:00:00Z","timestamp":1480550400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Basic Research Program of China","doi-asserted-by":"crossref","award":["2012CB316300"],"award-info":[{"award-number":["2012CB316300"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61403390","U1435221"],"award-info":[{"award-number":["61403390","U1435221"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Human-Mach. Syst."],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/thms.2016.2586480","type":"journal-article","created":{"date-parts":[[2016,8,3]],"date-time":"2016-08-03T18:07:50Z","timestamp":1470247670000},"page":"908-920","source":"Crossref","is-referenced-by-count":13,"title":["Coupled Topic Model for Collaborative Filtering With User-Generated Content"],"prefix":"10.1109","volume":"46","author":[{"given":"Shu","family":"Wu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weiyu","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7110-1680","authenticated-orcid":false,"given":"Song","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongzhen","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tieniu","family":"Tan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_15"},{"article-title":"Folksonomies, the semantic web, and movie recommendation","year":"0","author":"szomszor","key":"ref38"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390267"},{"key":"ref31","first-page":"1257","article-title":"Probabilistic matrix factorization","author":"salakhutdinov","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102441"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1454008.1454017"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.116"},{"key":"ref34","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","volume":"13","author":"seung","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13560-1_53"},{"journal-title":"Future Shock","year":"1990","author":"toffler","key":"ref40"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/138859.138866"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011419012209"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1177\/0165551506062337"},{"key":"ref14","volume":"2","author":"gross","year":"1964","journal-title":"The Managing of Organizations The Administrative Struggle"},{"key":"ref15","first-page":"289","article-title":"Probabilistic latent semantic analysis","author":"hofmann","year":"1999","journal-title":"Proc 15th Conf Uncertainty Artif Intell"},{"key":"ref16","first-page":"111","article-title":"Folkrank: A ranking algorithm for folksonomies","volume":"1","author":"hotho","year":"2006","journal-title":"Proc LWA Conf"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1869446.1869453"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1023\/A:1007665907178","article-title":"An introduction to variational methods for graphical models","volume":"37","author":"ghahramani","year":"1999","journal-title":"Mach Learning"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref28","first-page":"437","article-title":"Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments","author":"popescul","year":"2001","journal-title":"Proc 17th Conf Uncertainty Artif Intell"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245124"},{"key":"ref27","first-page":"815","article-title":"Implicit regularization in variational Bayesian matrix factorization","author":"nakajima","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1718487.1718499"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015394"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2168752.2168771"},{"key":"ref5","first-page":"2","article-title":"TopicMF: Simultaneously exploiting ratings and reviews for recommendation","author":"bao","year":"2014","journal-title":"Proc 28th AAAI Conf Artif Intell"},{"key":"ref8","first-page":"993","article-title":"Latent Dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1345448.1345465"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557029"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_12"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"ref46","first-page":"64","article-title":"Nonparametric max-margin matrix factorization for collaborative prediction","author":"xu","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639726"},{"journal-title":"Netflix update Try this at home","year":"2006","author":"webb","key":"ref45"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-68880-8_32"},{"article-title":"Variational Bayesian approach to movie rating prediction","year":"0","author":"lim","key":"ref22"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1111\/j.1551-6709.2011.01223.x"},{"key":"ref21","first-page":"147","article-title":"Correlated topic models","author":"lafferty","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1145\/1502650.1502661","article-title":"Tagsplanations: Explaining recommendations using tags","author":"vig","year":"2009","journal-title":"Proc 14th Int Conf Intell User Interfaces"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507163"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1363686.1364171"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_3"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020480"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/336597.336662"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/2200000001","article-title":"Graphical models, exponential families, and variational inference","volume":"1","author":"wainwright","year":"2008","journal-title":"Found Trends Mach Learn"},{"key":"ref25","article-title":"Combining content-based and collaborative filters in an online newspaper","author":"miranda","year":"1999","journal-title":"Proc ACM SIGIR Workshop Recommender Syst"}],"container-title":["IEEE Transactions on Human-Machine Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221037\/7590454\/07530846.pdf?arnumber=7530846","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,4]],"date-time":"2022-07-04T22:02:03Z","timestamp":1656972123000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7530846\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":48,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/thms.2016.2586480","relation":{},"ISSN":["2168-2291","2168-2305"],"issn-type":[{"type":"print","value":"2168-2291"},{"type":"electronic","value":"2168-2305"}],"subject":[],"published":{"date-parts":[[2016,12]]}}}