{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:34:06Z","timestamp":1775068446172,"version":"3.50.1"},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62272143"],"award-info":[{"award-number":["62272143"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"University Synergy Innovation Program of Anhui Province","award":["GXXT-2022-054"],"award-info":[{"award-number":["GXXT-2022-054"]}]},{"name":"Anhui Provincial Major Science and Technology","award":["202203a05020025"],"award-info":[{"award-number":["202203a05020025"]}]},{"name":"Seventh Special Support Plan for Innovation and Entrepreneurship in Anhui Province"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tkde.2024.3424268","type":"journal-article","created":{"date-parts":[[2024,7,5]],"date-time":"2024-07-05T17:21:32Z","timestamp":1720200092000},"page":"8842-8858","source":"Crossref","is-referenced-by-count":17,"title":["Multimodal Graph Causal Embedding for Multimedia-Based Recommendation"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7004-7029","authenticated-orcid":false,"given":"Shuaiyang","family":"Li","sequence":"first","affiliation":[{"name":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, Anhui, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4962-9734","authenticated-orcid":false,"given":"Feng","family":"Xue","sequence":"additional","affiliation":[{"name":"Key Laboratory of Knowledge Engineering with Big Data of Ministry of Education, the Intelligent Interconnected Systems Laboratory of Anhui Province, and the School of Software, Hefei University of Technology, Hefei, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6789-1811","authenticated-orcid":false,"given":"Kang","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Health Management, Anhui Medical University, Hefei, Anhui, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2594-254X","authenticated-orcid":false,"given":"Dan","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, Anhui, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5461-3986","authenticated-orcid":false,"given":"Richang","family":"Hong","sequence":"additional","affiliation":[{"name":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, Anhui, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2913394"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512273"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3544106"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3309995"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2785784"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3059508"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9973"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939673"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351034"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2020.102277"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413556"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3217449"},{"key":"ref14","first-page":"1","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kipf"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219890"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3091160"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3158317"},{"key":"ref18","article-title":"Graph convolutional matrix completion","author":"Berg","year":"2017"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref21","first-page":"6861","article-title":"Simplifying graph convolutional networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wu"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3151822"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475665"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462862"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591691"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2893638"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3473324"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3226862"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3221949"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3145690"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052638"},{"key":"ref33","first-page":"1257","article-title":"Probabilistic matrix factorization","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Mnih"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080797"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959165"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018665"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1494"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531927"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3088307"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3138298"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3187556"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591716"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01087"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01077"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.196"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462875"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475266"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467289"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883090"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271742"},{"key":"ref51","first-page":"108","article-title":"Causal inference for recommendation","volume-title":"Proc. Found. Appl. Workshop UAI Causation","author":"Liang"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371783"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240360"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449788"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467249"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462962"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548405"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5330"},{"key":"ref59","first-page":"1","article-title":"Very deep convolutional networks for large-scale image recognition","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Simonyan"},{"key":"ref60","first-page":"1","article-title":"A simple but tough-to-beat baseline for sentence embeddings","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Arora"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-emnlp.23"},{"key":"ref62","article-title":"Whitening sentence representations for better semantics and faster retrieval","author":"Su","year":"2021"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539381"},{"key":"ref64","volume-title":"The Book of Why: The New Science of Cause and Effect","author":"Pearl","year":"2018"},{"key":"ref65","volume-title":"Elements of Causal Inference: Foundations and Learning Algorithms","author":"Peters","year":"2017"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3251108"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1205.2618"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1018"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/3314578"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209981"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591739"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"ref74","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","volume-title":"Proc. 13th Int. Conf. Artif. Intell. Statist.","author":"Glorot"},{"key":"ref75","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/10750897\/10587159.pdf?arnumber=10587159","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:31:50Z","timestamp":1732667510000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10587159\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":75,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2024.3424268","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":[[2024,12]]}}}