{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T16:05:42Z","timestamp":1772813142318,"version":"3.50.1"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686547","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T00:00:00Z","timestamp":1772582400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,3,4]]},"abstract":"<jats:p>To address the drawbacks of traditional health and wellness platforms, such as single-dimensional perception, insufficient personalized services, and poor human-computer interaction adaptability, this paper proposes a smart health and wellness platform architecture that integrates Artificial Intelligence Generated Content (AIGC) and Multimodal Perception Technologies (MPT). By constructing a five-layer architecture of \u201cPerception Layer-Data Layer-Algorithm Layer-Service Layer-Application Layer\u201d, designing a three-level collaborative mechanism of \u201cData-Algorithm-Application\u201d, and introducing optimization strategies including attention mechanism and model lightweighting mechanism, the architecture achieves efficient fusion of multi-source heterogeneous health and wellness data and precise generation of intelligent services.<\/jats:p>","DOI":"10.3233\/faia260010","type":"book-chapter","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T10:20:34Z","timestamp":1772792434000},"source":"Crossref","is-referenced-by-count":0,"title":["Architecture and Collaborative Optimization of Smart Health Platform with AIGC and Multimodal Perception"],"prefix":"10.3233","author":[{"given":"Yuyan","family":"Xu","sequence":"first","affiliation":[{"name":"Zhejiang Business College, Hangzhou 310053, Zhejiang Province, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Machine Learning and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA260010","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T10:20:34Z","timestamp":1772792434000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA260010"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,4]]},"ISBN":["9781643686547"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia260010","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,4]]}}}