30-year trends in research on enriching education and training with virtual reality: An innovative study based on machine learning approach
被引:0
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作者:
Ozcan Ozyurt
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机构:Karadeniz Technical University,OF Technology Faculty, Department of Software Engineering
Ozcan Ozyurt
Hacer Ozyurt
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机构:Karadeniz Technical University,OF Technology Faculty, Department of Software Engineering
Hacer Ozyurt
机构:
[1] Karadeniz Technical University,OF Technology Faculty, Department of Software Engineering
来源:
Education and Information Technologies
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2024年
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29卷
关键词:
Virtual reality;
Topic modeling;
Research interests and trends;
Machine learning;
D O I:
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摘要:
The aim of this study is to identify the main research interests and trends in the literature related to the integration of virtual reality into educational and training environments and to provide a potential guideline for future applications of virtual reality. For this purpose, a topic modeling analysis was conducted with a total of 16413 journal articles published in the thirty-year period between 1993–2022 indexed in the Scopus database. The findings of the topic modeling analysis based on machine learning revealed the existence of twelve topics in the field. The most voluminous -the most studied- topics are "EduVR: Advancing education through VR", "Training for safety and emergency", and "Surgical training: Enhancing skill and performance". On the other hand, topics that have shown positive acceleration in recent years and are trending compared to other topics are: "Therapeutic solutions: Addressing pain, anxiety and disorders", "Training for safety and emergency", "Motor rehabilitation solutions: Enhancing stroke recovery and functional training", and "Virtual surgical anatomy: advancing techniques and simulations". The results of the study reveal current trends in the field of virtual reality and emphasize potential future research areas. This may be useful in guiding researchers in the field.
机构:
Univ Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Univ Sao Paulo, Dept Neurosci & Behav, Inst Psychol, BR-05360160 Sao Paulo, Brazil
Padre Anchieta Univ, Fac Phys Therapy, Jundiai, BrazilUniv Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
dos Santos Mendes, Felipe Augusto
Pompeua, Jose Eduardo
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机构:
Univ Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Univ Sao Paulo, Dept Neurosci & Behav, Inst Psychol, BR-05360160 Sao Paulo, BrazilUniv Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Pompeua, Jose Eduardo
Lobo, Alexandra Modenesi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Univ Sao Paulo, Dept Neurosci & Behav, Inst Psychol, BR-05360160 Sao Paulo, BrazilUniv Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Lobo, Alexandra Modenesi
da Silva, Keyte Guedes
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Univ Sao Paulo, Dept Neurosci & Behav, Inst Psychol, BR-05360160 Sao Paulo, BrazilUniv Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
da Silva, Keyte Guedes
Oliveira, Tatiana de Paula
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h-index: 0
机构:
Univ Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, BrazilUniv Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Oliveira, Tatiana de Paula
Zomignani, Andrea Peterson
论文数: 0引用数: 0
h-index: 0
机构:
Padre Anchieta Univ, Fac Phys Therapy, Jundiai, BrazilUniv Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Zomignani, Andrea Peterson
Pimentel Piemonte, Maria Elisa
论文数: 0引用数: 0
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机构:
Univ Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
Univ Sao Paulo, Dept Neurosci & Behav, Inst Psychol, BR-05360160 Sao Paulo, BrazilUniv Sao Paulo, Dept Phys Therapy, Fac Med Sci, BR-05360160 Sao Paulo, Brazil
机构:
Virginia Tech, Grad Program Translat Biol Med & Hlth, Blacksburg, VA 24061 USAVirginia Tech, Grad Program Translat Biol Med & Hlth, Blacksburg, VA 24061 USA
Mann, Jessie
Polys, Nicholas
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机构:
Virginia Tech, Comp Sci Dept, Blacksburg, VA USAVirginia Tech, Grad Program Translat Biol Med & Hlth, Blacksburg, VA 24061 USA
Polys, Nicholas
Diana, Rachel
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h-index: 0
机构:
Virginia Tech, Psychol Dept, Blacksburg, VA USAVirginia Tech, Grad Program Translat Biol Med & Hlth, Blacksburg, VA 24061 USA
Diana, Rachel
Ananth, Manasa
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Blacksburg, VA USAVirginia Tech, Grad Program Translat Biol Med & Hlth, Blacksburg, VA 24061 USA
Ananth, Manasa
Herald, Brad
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Blacksburg, VA USAVirginia Tech, Grad Program Translat Biol Med & Hlth, Blacksburg, VA 24061 USA
Herald, Brad
Platel, Sweetuben
论文数: 0引用数: 0
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机构:
Virginia Tech, Blacksburg, VA USAVirginia Tech, Grad Program Translat Biol Med & Hlth, Blacksburg, VA 24061 USA