{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T19:04:25Z","timestamp":1780945465333,"version":"3.54.1"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602282"],"award-info":[{"award-number":["61602282"]}],"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":["61772321"],"award-info":[{"award-number":["61772321"]}],"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":["71301086"],"award-info":[{"award-number":["71301086"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2016M602181"],"award-info":[{"award-number":["2016M602181"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Innovation Foundation of Science and Technology Development Center of Ministry of Education and New H3C Group","award":["2017A15047"],"award-info":[{"award-number":["2017A15047"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2924443","type":"journal-article","created":{"date-parts":[[2019,6,25]],"date-time":"2019-06-25T16:55:26Z","timestamp":1561481726000},"page":"82826-82837","source":"Crossref","is-referenced-by-count":23,"title":["Exploiting Social Review-Enhanced Convolutional Matrix Factorization for Social Recommendation"],"prefix":"10.1109","volume":"7","author":[{"given":"Xinhua","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinxin","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9408-7594","authenticated-orcid":false,"given":"Lei","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu","family":"Han","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fangai","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Baozhong","family":"Gao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2759508"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.265"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507163"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271810"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220086"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240365"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2833032"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ISET.2016.12"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109900"},{"key":"ref34","first-page":"1","article-title":"Representation learning of users and items for review rating prediction using attention-based convolutional neural network","author":"seo","year":"2017","journal-title":"3rd International Workshop on Machine Learning Methods for Recommender Systems (MLRec)(SDM17)"},{"key":"ref28","first-page":"123","article-title":"TrustSVD: Collaborative filtering with both the explicit and implicit influence of user trust and of item ratings","volume":"15","author":"guo","year":"2015","journal-title":"Proc AAAI"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2605085"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806527"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.06.026"},{"key":"ref1","first-page":"1827","article-title":"Cross-domain collaborative filtering with review text","author":"xin","year":"2015","journal-title":"Proc 24th Int Joint Conf Artif Intell"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3269258"},{"key":"ref22","first-page":"1257","article-title":"Probabilistic matrix factorization","author":"mnih","year":"2008","journal-title":"Proc NIPS"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210010"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3051153"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864736"},{"key":"ref25","article-title":"TF-IDuF: A novel term-weighting scheme for user modeling based on users’ personal document collections","author":"beel","year":"2017","journal-title":"Proc of ICON"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018686"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3186904"},{"key":"ref54","first-page":"1756","article-title":"A synthetic approach for recommendation: Combining ratings, social relations, and reviews","author":"hu","year":"2015","journal-title":"Proc 24th Int Joint Conf Artif Intell"},{"key":"ref53","first-page":"9","article-title":"Context-aware collaborative topic regression with social matrix factorization for recommender systems","author":"chen","year":"2014","journal-title":"Proc 28th AAAI Conf Artif Intell"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-018-03748-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2740022"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1062"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3269234"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.12.050"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/info9040085"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458205"},{"key":"ref15","first-page":"691","article-title":"Collaborative topic regression with social matrix factorization for recommendation systems","author":"purushotham","year":"2012","journal-title":"Proc ICML"},{"key":"ref16","first-page":"346","article-title":"Social recommendation with an essential preference space","author":"liu","year":"2018","journal-title":"Proc 32nd AAAI Conf Artif Intell"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313488"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645728"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018665"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2914734"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959180"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783273"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020480"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959165"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2605085"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080689"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-018-1849-9"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210023"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/S16-1053"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2487788.2487892"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2018.04.002"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.10.013"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-2058"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/N15-1091"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1181"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08744217.pdf?arnumber=8744217","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T19:40:00Z","timestamp":1628624400000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8744217\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2924443","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}