{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T19:06:58Z","timestamp":1773342418545,"version":"3.50.1"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"23","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"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":["61906129"],"award-info":[{"award-number":["61906129"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,12,1]]},"DOI":"10.1109\/jiot.2025.3604510","type":"journal-article","created":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T19:31:54Z","timestamp":1756755114000},"page":"49754-49767","source":"Crossref","is-referenced-by-count":1,"title":["Metaverse-Oriented User Preference Recommendation Systems Based on DSD-Transformer"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2593-8815","authenticated-orcid":false,"given":"Yan","family":"Hong","sequence":"first","affiliation":[{"name":"College of Textile and Clothing Engineering, Soochow University, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-6185-0628","authenticated-orcid":false,"given":"Ru","family":"Rao","sequence":"additional","affiliation":[{"name":"College of Textile and Clothing Engineering, Soochow University, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-7436-8302","authenticated-orcid":false,"given":"Xinping","family":"Li","sequence":"additional","affiliation":[{"name":"College of Textile and Clothing Engineering, Soochow University, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8073-2118","authenticated-orcid":false,"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoqun","family":"Dai","sequence":"additional","affiliation":[{"name":"College of Textile and Clothing Engineering, Soochow University, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6498-6951","authenticated-orcid":false,"given":"Meng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9831-2202","authenticated-orcid":false,"given":"Song","family":"Guo","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"The metaverse and extended reality with distributed IoT, IEEE IoT newsletter","author":"Kanter","year":"2021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1938329"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45855.2022.9838736"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2841924"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2542805"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2025.100887"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2025.3563530"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref9","volume-title":"Snow Crash","author":"Stephenson","year":"1992"},{"key":"ref10","article-title":"Metaverse architecture and security issues","author":"Zhao","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.4101\/jvwr.v2i5.808"},{"key":"ref12","article-title":"Retail marketing","volume-title":"Maidenhead","author":"McGoldrick","year":"2002"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1292591.1292595"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.soc.27.1.415"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/0144929X.2015.1128977"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2015.03.008"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.aci.2016.08.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/912130"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.09.058"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_3"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1021240730564"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347000"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412258"},{"key":"ref27","first-page":"24","article-title":"Stochastic shared embeddings: Data-driven regularization of embedding layers","volume-title":"Proc. 33rd Conf. Neural Inf. Process. Syst.","author":"Wu"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3031329"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/SMAP49528.2020.9248443"},{"key":"ref30","article-title":"All reality: Values, taxonomy, and continuum, for virtual, augmented, eXtended\/MiXed (X), Mediated (X, Y), and multimediated reality\/intelligence","author":"Mann"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3479238"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.09.058"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.01.026"},{"issue":"6","key":"ref34","first-page":"1617","article-title":"Study on the optional number of clustering and the algorithm of selecting the initial clustering center point","volume":"34","author":"Zhang","year":"2017","journal-title":"Comput. Appl. Res."},{"key":"ref35","first-page":"1257","article-title":"Probabilistic matrix factorization","volume-title":"Proc. 21st Int. Conf. Neural Inf. Process. Syst.","author":"Mnih"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390267"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557487"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11261327\/11145966.pdf?arnumber=11145966","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T21:09:57Z","timestamp":1771362597000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11145966\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,1]]},"references-count":38,"journal-issue":{"issue":"23"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3604510","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,1]]}}}