共 19 条
Intelligent learning methods for improving student performance through virtual reality technology
被引:0
作者:

Zhao, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Hebei Normal Univ Sci & Technol, Qinhuangdao 066000, Hebei, Peoples R China Hebei Normal Univ Sci & Technol, Qinhuangdao 066000, Hebei, Peoples R China

Qi, Jian
论文数: 0 引用数: 0
h-index: 0
机构:
Hebei Inst Int Business & Econ, Qinhuangdao, Hebei, Peoples R China Hebei Normal Univ Sci & Technol, Qinhuangdao 066000, Hebei, Peoples R China
机构:
[1] Hebei Normal Univ Sci & Technol, Qinhuangdao 066000, Hebei, Peoples R China
[2] Hebei Inst Int Business & Econ, Qinhuangdao, Hebei, Peoples R China
关键词:
Intelligent blended learning;
virtual reality technology;
student learning performance;
D O I:
10.3233/JCM-247198
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
With the rapid development of information technology, the field of education is undergoing a profound change, in which intelligent hybrid learning and virtual reality technology are increasingly valued. This study proposes an intelligent hybrid learning method based on virtual reality for student performance improvement. This paper reveals the limitations of traditional learning methods in meeting the needs of modern education, and expounds the theoretical basis of intelligent hybrid learning and virtual reality technology. 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' 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.
引用
收藏
页码:1303 / 1316
页数:14
相关论文
共 19 条
- [1] A novel unsupervised learning method for intelligent fault diagnosis of rolling element bearings based on deep functional auto-encoder[J]. JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2020, 34 (11) : 4367 - 4381Aljemely, Anas H.论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R ChinaXuan, Jianping论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R ChinaJawad, Farqad K. J.论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Sch Civil Engn & Mech, Wuhan 430074, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R ChinaAl-Azzawi, Osama论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Sch Civil Engn & Mech, Wuhan 430074, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R ChinaAlhumaima, Ali S.论文数: 0 引用数: 0 h-index: 0机构: South Ural State Univ, Sch Elect Engn & Comp Sci, Chelyabinsk 454016, Russia Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R China
- [2] Effects of reciprocal peer tutoring and direct learning environment on sophomores' academic achievement in electronic and computer fundamentals[J]. EDUCATION AND INFORMATION TECHNOLOGIES, 2019, 24 (02) : 1035 - 1055Bakare, Jimoh论文数: 0 引用数: 0 h-index: 0机构: Univ Nigeria, Fac Vocat & Tech Educ, Dept Ind Tech Educ, Nsukka, Nigeria Univ Nigeria, Fac Vocat & Tech Educ, Dept Ind Tech Educ, Nsukka, NigeriaOrji, Chibueze Tobias论文数: 0 引用数: 0 h-index: 0机构: Univ Nigeria, Fac Vocat & Tech Educ, Dept Ind Tech Educ, Nsukka, Nigeria Univ Nigeria, Fac Vocat & Tech Educ, Dept Ind Tech Educ, Nsukka, Nigeria
- [3] Responsive student model in an intelligent tutoring system and its evaluation[J]. EDUCATION AND INFORMATION TECHNOLOGIES, 2021, 26 (04) : 4969 - 4991Binh, Hoang Tieu论文数: 0 引用数: 0 h-index: 0机构: Hanoi Natl Univ Educ, 136 Xuan Thuy, Hanoi, Vietnam Hanoi Natl Univ Educ, 136 Xuan Thuy, Hanoi, VietnamTrung, Nguyen Quang论文数: 0 引用数: 0 h-index: 0机构: Vietnam Youth Acad, 58 Nguyen Chi Thanh, Hanoi, Vietnam Hanoi Natl Univ Educ, 136 Xuan Thuy, Hanoi, VietnamDuy, Bui The论文数: 0 引用数: 0 h-index: 0机构: VNU Univ Engn & Technol, 144 Xuan Thuy, Hanoi, Vietnam Hanoi Natl Univ Educ, 136 Xuan Thuy, Hanoi, Vietnam
- [4] Unleashing imagination: an effective pedagogical approach to integrate into spherical video-based virtual reality to improve students' creative writing[J]. EDUCATION AND INFORMATION TECHNOLOGIES, 2024, 29 (06) : 6499 - 6523Chen, Yu-Ting论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Normal Univ, Key Lab Intelligent Educ Technol & Applicat Zhejia, Jinhua, Peoples R China Zhejiang Normal Univ, Key Lab Intelligent Educ Technol & Applicat Zhejia, Jinhua, Peoples R ChinaLi, Ming论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Normal Univ, Key Lab Intelligent Educ Technol & Applicat Zhejia, Jinhua, Peoples R China Zhejiang Normal Univ, Key Lab Intelligent Educ Technol & Applicat Zhejia, Jinhua, Peoples R ChinaCukurova, Mutlu论文数: 0 引用数: 0 h-index: 0机构: UCL, UCL Inst Educ, London, England Zhejiang Normal Univ, Key Lab Intelligent Educ Technol & Applicat Zhejia, Jinhua, Peoples R China
- [5] Nursing education, virtual reality and empathy?[J]. NURSING OPEN, 2020, 7 (06): : 2056 - 2059Dean, Sue论文数: 0 引用数: 0 h-index: 0机构: Univ Technol Sydney, Fac Hlth, POB 123, Sydney, NSW 2007, Australia Univ Technol Sydney, Fac Hlth, POB 123, Sydney, NSW 2007, AustraliaHalpern, Jodi论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Sch Publ Hlth, Bioeth & Med Humanities, Berkeley, CA 94720 USA Univ Calif Berkeley, Joint Med Program, Berkeley, CA 94720 USA Univ Technol Sydney, Fac Hlth, POB 123, Sydney, NSW 2007, AustraliaMcAllister, Margaret论文数: 0 引用数: 0 h-index: 0机构: CQ Univ, Nursing Midwifery & Social Sci, Higher Educ, Noosaville, Qld, Australia Univ Technol Sydney, Fac Hlth, POB 123, Sydney, NSW 2007, AustraliaLazenby, Mark论文数: 0 引用数: 0 h-index: 0机构: UConn Sch Nursing, Nursing & Philosophy, Storrs, CT USA Univ Technol Sydney, Fac Hlth, POB 123, Sydney, NSW 2007, Australia
- [6] Improvement in Student Performance and Perceptions through a Flipped Anatomy Classroom: Shifting from Passive Traditional to Active Blended Learning[J]. ANATOMICAL SCIENCES EDUCATION, 2021, 14 (04) : 482 - 490El Sadik, Abir论文数: 0 引用数: 0 h-index: 0机构: Qassim Univ, Coll Med, Dept Anat & Histol, Qasim, Saudi Arabia Cairo Univ, Coll Med, Dept Anat & Embryol, Cairo, Egypt Qassim Univ, Coll Med, Dept Anat & Histol, Qasim, Saudi ArabiaAl Abdulmonem, Waleed论文数: 0 引用数: 0 h-index: 0机构: Qassim Univ, Dept Pathol, Coll Med, Qasim, Saudi Arabia Qassim Univ, Coll Med, Dept Anat & Histol, Qasim, Saudi Arabia
- [7] Design framework of adaptive intelligent tutoring systems[J]. EDUCATION AND INFORMATION TECHNOLOGIES, 2020, 25 (05) : 4477 - 4500Erumit, Ali Kursat论文数: 0 引用数: 0 h-index: 0机构: Trabzon Univ, Comp Educ & Instruct Technol Dept, Trabzon, Turkey Trabzon Univ, Comp Educ & Instruct Technol Dept, Trabzon, TurkeyCetin, Ismail论文数: 0 引用数: 0 h-index: 0机构: Ondokuz Mayis Univ, Comp Educ & Instruct Technol Dept, Samsun, Turkey Trabzon Univ, Comp Educ & Instruct Technol Dept, Trabzon, Turkey
- [8] Virtual Reality as an Educational and Training Tool for Medicine[J]. JOURNAL OF MEDICAL SYSTEMS, 2018, 42 (03)论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:Sanchez Ledesma, Ma Jose论文数: 0 引用数: 0 h-index: 0机构: Univ Salamanca, Visual Med Res Grp, Salamanca, Spain Augmented Real Software SL, ARSOFT, C Duero 12,Parque Cient, Salamanca 37185, SpainRuisoto, Pablo论文数: 0 引用数: 0 h-index: 0机构: Univ Salamanca, Visual Med Res Grp, Salamanca, Spain European Univ Madrid, Madrid, Spain Augmented Real Software SL, ARSOFT, C Duero 12,Parque Cient, Salamanca 37185, Spain
- [9] Design of blended Learning Mode and Practice Community using Intelligent Cloud Teaching[J]. EDUCATION AND INFORMATION TECHNOLOGIES, 2023, 28 (08) : 10593 - 10615He, Jie论文数: 0 引用数: 0 h-index: 0机构: Baoji Vocat & Tech Coll, Dept Publ Course Teaching, 239 High-tech Ave, Baoji, Shaanxi, Peoples R China Baoji Vocat & Tech Coll, Dept Publ Course Teaching, 239 High-tech Ave, Baoji, Shaanxi, Peoples R ChinaMa, Tingjuan论文数: 0 引用数: 0 h-index: 0机构: Baoji Vocat & Tech Coll, Dept Publ Course Teaching, 239 High-tech Ave, Baoji, Shaanxi, Peoples R China Baoji Vocat & Tech Coll, Dept Publ Course Teaching, 239 High-tech Ave, Baoji, Shaanxi, Peoples R ChinaZhang, Yongliang论文数: 0 引用数: 0 h-index: 0机构: Baoji Vocat & Tech Coll, Dept Publ Course Teaching, 239 High-tech Ave, Baoji, Shaanxi, Peoples R China Baoji Vocat & Tech Coll, Dept Publ Course Teaching, 239 High-tech Ave, Baoji, Shaanxi, Peoples R China
- [10] Machine learning towards intelligent systems: applications, challenges, and opportunities[J]. ARTIFICIAL INTELLIGENCE REVIEW, 2021, 54 (05) : 3299 - 3348Injadat, MohammadNoor论文数: 0 引用数: 0 h-index: 0机构: Univ Western Ontario, Elect & Comp Engn Dept, London, ON, Canada Univ Western Ontario, Elect & Comp Engn Dept, London, ON, CanadaMoubayed, Abdallah论文数: 0 引用数: 0 h-index: 0机构: Univ Western Ontario, Elect & Comp Engn Dept, London, ON, Canada Univ Western Ontario, Elect & Comp Engn Dept, London, ON, CanadaNassif, Ali Bou论文数: 0 引用数: 0 h-index: 0机构: Univ Western Ontario, Elect & Comp Engn Dept, London, ON, Canada Univ Sharjah, Dept Comp Engn, Sharjah, U Arab Emirates Univ Western Ontario, Elect & Comp Engn Dept, London, ON, CanadaShami, Abdallah论文数: 0 引用数: 0 h-index: 0机构: Univ Western Ontario, Elect & Comp Engn Dept, London, ON, Canada Univ Western Ontario, Elect & Comp Engn Dept, London, ON, Canada