{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T17:01:07Z","timestamp":1791478867485,"version":"4.3.4"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100012166","name":"973 Program","doi-asserted-by":"crossref","award":["2014CB347600"],"award-info":[{"award-number":["2014CB347600"]}],"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":["61522203"],"award-info":[{"award-number":["61522203"]}],"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":["61402228"],"award-info":[{"award-number":["61402228"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1109\/tip.2016.2624140","type":"journal-article","created":{"date-parts":[[2016,11,1]],"date-time":"2016-11-01T18:14:55Z","timestamp":1478024095000},"page":"276-288","source":"Crossref","is-referenced-by-count":183,"title":["Weakly Supervised Deep Matrix Factorization for Social Image Understanding"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5341-5985","authenticated-orcid":false,"given":"Zechao","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinhui","family":"Tang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609556"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2487164"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2072298.2071969"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10584-0_28"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2190386"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2906152"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1899412.1899416"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2461466.2461476"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2324796.2324808"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2014.02.011"},{"key":"ref60","first-page":"39","article-title":"The MIRFLICKR retrieval evaluation","author":"huiskes","year":"2008","journal-title":"Proc 1st ACM Int Conf Multimedia Inf Retr"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2998574"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806286"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806234"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2015.2477035"},{"key":"ref2","year":"0","journal-title":"Facebook"},{"key":"ref1","year":"0","journal-title":"Flickr"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2014.02.001"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2479560"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/34.895972"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2011.2134078"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2010.2101051"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2014.2375793"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2393347.2396329"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835951"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"1548","DOI":"10.1109\/TPAMI.2010.231","article-title":"Graph regularized non-negative matrix factorization for data representation","volume":"33","author":"cai","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0584-1"},{"key":"ref58","volume":"92","author":"sch\u00f6lkopf","year":"2002","journal-title":"Learning with kernels"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.6.888"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1090\/cbms\/092"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP.2015.7340796"},{"key":"ref54","first-page":"499","article-title":"Tensor subspace analysis","author":"he","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref53","first-page":"1692","article-title":"A deep semi-nmf model for learning hidden representations","author":"trigeorgis","year":"2014","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2206040"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2180916"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2013.03.016"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935865"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1310","DOI":"10.1109\/TMM.2009.2030598","article-title":"Learning social tag relevance by neighbor voting","volume":"11","author":"li","year":"2009","journal-title":"IEEE Trans Multimedia"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874028"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1899412.1899418"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1145\/1935826.1935913","article-title":"A two-view learning approaches for image tag ranking","author":"zhuang","year":"2011","journal-title":"Proc ACM Int Conf Web Search Data Mining"},{"key":"ref16","first-page":"850","article-title":"Exploring context and content links in social media: A latent space method","volume":"34","author":"qi","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1109\/TPAMI.2012.124","article-title":"Tag completion for image retrieval","volume":"35","author":"wu","year":"2013","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.212"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0658-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2016.2543099"},{"key":"ref3","author":"jeffries","year":"2013","journal-title":"The Verge The Man Behind Flickr on Making the Service ’Awesome Again’"},{"key":"ref6","first-page":"1107","article-title":"Matching words and pictures","volume":"3","author":"barnard","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-47979-1_7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.61"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874183"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2190081"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.125"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33786-4_10"},{"key":"ref45","first-page":"1257","article-title":"Probabilistic matrix factorization","author":"salakhutdinov","year":"2007","journal-title":"Proc Neural Inf Process Syst"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by non-negative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390267"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10605-2_28"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2508037.2508042"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2400461"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2309593"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/7743013\/07728069.pdf?arnumber=7728069","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T23:18:04Z","timestamp":1657581484000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7728069\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1]]},"references-count":61,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tip.2016.2624140","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1]]}}}