{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T20:07:32Z","timestamp":1788811652874,"version":"build-2803163510"},"reference-count":67,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Natural Science Foundation of Hubei Province of China","award":["2025AFB653"],"award-info":[{"award-number":["2025AFB653"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["62207011"],"award-info":[{"award-number":["62207011"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Open Fund of Hubei Key Laboratory of Big Data Intelligent Analysis and Application","award":["Hubei University"],"award-info":[{"award-number":["Hubei University"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Big Data"],"published-print":{"date-parts":[[2026,10]]},"DOI":"10.1109\/tbdata.2026.3705414","type":"journal-article","created":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T20:12:19Z","timestamp":1781813539000},"page":"1848-1865","source":"Crossref","is-referenced-by-count":0,"title":["Visual or Textual? Adaptive Modality Perception Learning for Multimodal Recommendation"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0443-0094","authenticated-orcid":false,"given":"Zhifei","family":"Li","sequence":"first","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Han","family":"Wang","sequence":"additional","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoju","family":"Hou","sequence":"additional","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7784-7689","authenticated-orcid":false,"given":"Kui","family":"Xiao","sequence":"additional","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dunhui","family":"Yu","sequence":"additional","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yahui","family":"Zhou","sequence":"additional","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8952-215X","authenticated-orcid":false,"given":"Miao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6045-5208","authenticated-orcid":false,"given":"Yan","family":"Zhang","sequence":"additional","affiliation":[{"name":"Hubei University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"A survey of real-world recommender systems: Challenges, constraints, and industrial perspectives","author":"Zou","year":"2025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2025.100849"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313413"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462886"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2026.3668620"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2025.103991"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3694784"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463028"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449844"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8715"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350953"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052638"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186145"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271810"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3169552"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939673"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9973"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3251108"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413556"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210117"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351034"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1205.2618"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772773"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806504"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186145"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/397"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3591469"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE55515.2023.00100"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-05981-0_6"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2893638"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052581"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959165"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.30"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3187556"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2025.3552341"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2024.3387340"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2024.3426355"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3611943"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3695461"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2026.3710585"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080797"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475259"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3217449"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531992"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2020.102277"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557387"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401137"},{"key":"ref52","first-page":"5712","article-title":"Learning disentangled representations for recommendation","volume-title":"Proc. Adv. Neural Inf. Proc. Syst.","author":"Ma","year":"2019"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2022.3159802"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-025-11183-0"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.24818\/ida-ql\/2019.5"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1214\/009053607000000505"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOAS312"},{"key":"ref58","first-page":"1106","article-title":"Imagenet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00060"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3221949"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3369875"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3589334.3645553"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583251"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512079"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350858"},{"key":"ref67","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","volume-title":"Proc. 13th Int. Conf. Artif. Intell. Statist.","volume":"9","author":"Glorot","year":"2010"}],"container-title":["IEEE Transactions on Big Data"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687317\/11676279\/11570825.pdf?arnumber=11570825","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T19:07:48Z","timestamp":1788808068000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11570825\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10]]},"references-count":67,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tbdata.2026.3705414","relation":{},"ISSN":["2332-7790","2372-2096"],"issn-type":[{"value":"2332-7790","type":"electronic"},{"value":"2372-2096","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10]]}}}