{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T16:50:11Z","timestamp":1770223811670,"version":"3.49.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2018,12,1]],"date-time":"2018-12-01T00:00:00Z","timestamp":1543622400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Ministry of Science and Technology (MOST) of Taiwan, R.O.C.","award":["104-2628-E-001-005-MY3"],"award-info":[{"award-number":["104-2628-E-001-005-MY3"]}]},{"name":"Ministry of Science and Technology (MOST) of Taiwan, R.O.C.","award":["105-2628-E-001-002-MY2"],"award-info":[{"award-number":["105-2628-E-001-002-MY2"]}]},{"name":"Ministry of Science and Technology (MOST) of Taiwan, R.O.C.","award":["106-3114-E-002-008"],"award-info":[{"award-number":["106-3114-E-002-008"]}]},{"name":"Ministry of Science and Technology (MOST) of Taiwan, R.O.C.","award":["106-2218-E-002-042"],"award-info":[{"award-number":["106-2218-E-002-042"]}]},{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Asian Office of Aerospace Research and Development (AOARD)","award":["FA2386-17-1-4038"],"award-info":[{"award-number":["FA2386-17-1-4038"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2018,12,1]]},"DOI":"10.1109\/tkde.2018.2821174","type":"journal-article","created":{"date-parts":[[2018,3,30]],"date-time":"2018-03-30T18:10:06Z","timestamp":1522433406000},"page":"2228-2241","source":"Crossref","is-referenced-by-count":36,"title":["A General Framework for Implicit and Explicit Social Recommendation"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1880-8182","authenticated-orcid":false,"given":"Chin-Chi","family":"Hsu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7707-4487","authenticated-orcid":false,"given":"Mi-Yen","family":"Yeh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9970-1250","authenticated-orcid":false,"given":"Shou-De","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref38","article-title":"ADADELTA: An Adaptive Learning Rate Method","author":"zeiler","year":"2012","journal-title":"CoRR"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339574"},{"key":"ref32","first-page":"2619","article-title":"A novel Bayesian\n similarity measure for recommender systems","author":"guo","year":"2013","journal-title":"Proc 23rd Int Joint Conf Artif Intell"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2014.68"},{"key":"ref30","author":"petersen","year":"2012","journal-title":"The Matrix Cookbook"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883037"},{"key":"ref35","article-title":"Movielens datasets","year":"2003"},{"key":"ref34","article-title":"Flixster dataset","author":"jamali","year":"0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1297231.1297235"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585893"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052556"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646111"},{"key":"ref13","first-page":"2747","article-title":"Social collaborative filtering by trust","author":"yang","year":"2013","journal-title":"Proc 23rd Int Joint Conf Artif Intell"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645766"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2554850.2554878"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.08.034"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484059"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961201"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974973.43"},{"key":"ref28","author":"bernardo","year":"2003","journal-title":"The variational bayesian em algorithm for incomplete data with application to scoring graphical model structures"},{"key":"ref4","first-page":"123","article-title":"TrustSVD:\n Collaborative filtering with both the explicit and implicit influence of user trust and of item ratings","author":"guo","year":"2015","journal-title":"Proc 29th AAAI Conf Artif"},{"key":"ref27","first-page":"15","article-title":"Variational Bayesian approach to movie rating prediction","volume":"7","author":"lim","year":"0","journal-title":"Proc KDD Cup Workshop"},{"key":"ref3","article-title":"Computing and applying trust in web-based social networks","author":"golbeck","year":"2005"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864736"},{"key":"ref29","first-page":"583","article-title":"A\n generalized mean field algorithm for variational inference in exponential families","author":"xing","year":"2003","journal-title":"Proc 19th Conf Uncertainty Artif Intell"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557067"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1571941.1571978"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458205"},{"key":"ref2","first-page":"30","article-title":"Leveraging\n decomposed trust in probabilistic matrix factorization for effective recommendation","author":"fang","year":"2014","journal-title":"Proc 28th AAAI Conf Artif"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935877"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2800193"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609635"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2014.6921639"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935899"},{"key":"ref24","first-page":"993","article-title":"Latent\n dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref23","first-page":"1257","article-title":"Probabilistic matrix factorization","author":"mnih","year":"2007","journal-title":"Proc 20th Int Conf Neural Inf Process Syst"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.116"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390267"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/8525379\/08328917.pdf?arnumber=8328917","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:10:19Z","timestamp":1642003819000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8328917\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,1]]},"references-count":40,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2018.2821174","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":[[2018,12,1]]}}}