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This paper collects and processes a large amount of learning data, based on which a new model of student learning performance prediction is established. The verification results of the model show that the model in this study has excellent performance in predicting students\u2019 learning performance. This paper gives some suggestions for future educational practice and research. In general, this study provides a new learning method for the field of education and has important reference value for education reform and teaching practice.<\/jats:p>","DOI":"10.3233\/jcm-247198","type":"journal-article","created":{"date-parts":[[2024,6,18]],"date-time":"2024-06-18T11:42:49Z","timestamp":1718710969000},"page":"1303-1316","source":"Crossref","is-referenced-by-count":0,"title":["Intelligent learning methods for improving student performance through virtual reality technology"],"prefix":"10.66113","volume":"24","author":[{"given":"Wei","family":"Zhao","sequence":"first","affiliation":[{"name":"Hebei Normal University of Science & Technology, Qinhuangdao, Hebei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Qi","sequence":"additional","affiliation":[{"name":"Hebei Institute of International Business and Economics, Qinhuangdao, Hebei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"55691","reference":[{"issue":"11","key":"10.3233\/JCM-247198_ref1","doi-asserted-by":"crossref","first-page":"16827","DOI":"10.1007\/s11042-020-09051-w","article-title":"vSocial: a cloud-based system for social virtual reality learning environment applications in special education","volume":"80","author":"Nuguri","year":"2021","journal-title":"Multimed Tools Appl."},{"issue":"3","key":"10.3233\/JCM-247198_ref2","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1007\/s10916-018-0900-2","article-title":"Virtual reality as an educational and training tool for medicine","volume":"42","author":"Izard","year":"2018","journal-title":"J Med Syst"},{"issue":"15","key":"10.3233\/JCM-247198_ref3","doi-asserted-by":"crossref","first-page":"21385","DOI":"10.1007\/s11042-022-12542-7","article-title":"A novel method for improving the perceptual learning effect in virtual reality interaction","volume":"81","author":"Lin","year":"2022","journal-title":"Multimed Tools Appl."},{"key":"10.3233\/JCM-247198_ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10639-023-12115-7"},{"key":"10.3233\/JCM-247198_ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10639-023-12123-7"},{"key":"10.3233\/JCM-247198_ref6","first-page":"147","article-title":"Does blended problem-based learning make Asian medical students active learners:","volume":"19","author":"Shimizu","year":"2019","journal-title":"a prospective comparative study. 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