{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T05:10:25Z","timestamp":1784178625003,"version":"3.55.0"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2016,10,1]],"date-time":"2016-10-01T00:00:00Z","timestamp":1475280000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["W911NF1210034"],"award-info":[{"award-number":["W911NF1210034"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2016,10,1]]},"DOI":"10.1109\/tkde.2016.2591009","type":"journal-article","created":{"date-parts":[[2016,7,13]],"date-time":"2016-07-13T20:39:49Z","timestamp":1468442389000},"page":"2765-2777","source":"Crossref","is-referenced-by-count":206,"title":["Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8350-392X","authenticated-orcid":false,"given":"Linhong","family":"Zhu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dong","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junming","family":"Yin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Greg Ver","family":"Steeg","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aram","family":"Galstyan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553416"},{"key":"ref38","article-title":"Online social networks: Measurement, analysis, and applications to distributed information systems","author":"mislove","year":"2009"},{"key":"ref33","first-page":"1343","article-title":"KONECT—The Koblenz network collection","author":"kunegis","year":"0","journal-title":"Proc Int World Wide Web Conf"},{"key":"ref32","first-page":"721","article-title":"Discovering large dense subgraphs in massive graphs","author":"gibson","year":"0","journal-title":"Proc Int Conf On Very Large Data Bases"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2190406"},{"key":"ref37","article-title":"DBLP network dataset—KONECT","year":"2015"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1217299.1217301"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1592665.1592675"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2010.11.033"},{"key":"ref28","first-page":"1223","article-title":"Factoring nonnegative matrices with linear programs","author":"recht","year":"0","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2213977.2213994"},{"key":"ref29","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-8853-9","author":"nesterov","year":"2004","journal-title":"Introductory Lectures on Convex Optimization A Basic Course"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/956863.956972"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-8462-3_9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2006.11.006"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2433396.2433471"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-007-0170-0"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by nonnegative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.67"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/070709967"},{"key":"ref25","first-page":"1687","article-title":"Nonparametric link prediction in dynamic networks","author":"sarkar","year":"0","journal-title":"Proc 29th Int Conf Mach Learn"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488517"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488520"},{"key":"ref40","first-page":"1088","article-title":"Clustering by nonnegative matrix factorization using graph random walk","author":"yang","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2641761","article-title":"Reconstructing graphs from neighborhood data","volume":"8","author":"erd","year":"2014","journal-title":"ACM Trans Knowl Discovery Data"},{"key":"ref13","first-page":"1981","article-title":"Mixed membership stochastic blockmodels","volume":"9","author":"airoldi","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.14778\/2733004.2733010"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281269"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281266"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1921632.1921636"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2593682"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.14778\/2735508.2735516"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1198\/016214502388618906"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.soc.27.1.415"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1117454.1117459"},{"key":"ref5","first-page":"422","article-title":"A scalable approach to probabilistic latent space inference of large-scale networks","author":"yin","year":"0","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref8","first-page":"793","article-title":"Link prediction across networks by biased cross-network sampling","author":"qi","year":"0","journal-title":"Proc 29th Int Conf Data Eng"},{"key":"ref49","article-title":"Fast detection of overlapping communities via online tensor methods on GPUs","author":"huang","year":"2013","journal-title":"CoRR"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23783-6_28"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2063576.2063744"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289026"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864744"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2014.988214"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775126"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-8733(03)00009-1"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2489247.2489249"},{"key":"ref44","article-title":"A visibility-based model for link prediction in social media","author":"zhu","year":"0","journal-title":"Proc of the ASE\/IEEE Conf on Social Computing"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2484702.2484710"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/7563937\/07511675.pdf?arnumber=7511675","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:42:39Z","timestamp":1641987759000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7511675\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,1]]},"references-count":49,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2016.2591009","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":[[2016,10,1]]}}}