Virtual Reality Platform Using ML for Teaching Children with Special Needs

被引:0
作者
Horbova, Maria [1 ]
Andrunyk, Vasyl [1 ]
Chyrun, Lyubomyr [2 ]
机构
[1] Lviv Polytech Natl Univ, Lvov, Ukraine
[2] Ivan Franko Natl Univ Lviv, Lvov, Ukraine
来源
MOMLET+DS 2020: MODERN MACHINE LEARNING TECHNOLOGIES AND DATA SCIENCE WORKSHOP | 2020年 / 2631卷
关键词
Virtual Reality; Machine Learning; Special needs; AUTISM SPECTRUM DISORDER; DESIGN;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of the study is to take advantages of modern information technology to solve educational problems and improve the quality of education. This review uses the capabilities and tools of virtual reality and machine learning to create a learning platform for children with disabilities. The document also describes the partial practical implementation of the system. The platform is designed to solve students' potential problems with learning and socialization. The study concludes by highlighting aspects that require further research and development.
引用
收藏
页数:12
相关论文
共 46 条
  • [1] Ahuja A., 2018, ANN INDIAN PSYCH, V2, P135
  • [2] Andrunyk Vasyl, 2020, Advances in Intelligent Systems and Computing IV. Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2019. Advances in Intelligent Systems and Computing (AISC 1080), P721, DOI 10.1007/978-3-030-33695-0_48
  • [3] Andrunyk Vasyl, 2019, 2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT), P183, DOI 10.1109/STC-CSIT.2019.8929776
  • [4] An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms
    Babichev, Sergii
    Durnyak, Bohdan
    Pikh, Iryna
    Senkivskyy, Vsevolod
    [J]. LECTURE NOTES IN COMPUTATIONAL INTELLIGENCE AND DECISION MAKING, 2020, 1020 : 532 - 553
  • [5] An Evaluation of the Information Technology of Gene Expression Profiles Processing Stability for Different Levels of Noise Components
    Babichev, Sergii
    [J]. DATA, 2018, 3 (04):
  • [6] Virtual reality in autism: state of the art
    Bellani, M.
    Fornasari, L.
    Chittaro, L.
    Brambilla, P.
    [J]. EPIDEMIOLOGY AND PSYCHIATRIC SCIENCES, 2011, 20 (03) : 235 - 238
  • [7] Berko AY, 2012, ACTUAL PROBL ECON, P226
  • [8] Berko A, 2019, CEUR WORKSHOP PROCEE, V2386, P96
  • [9] Bernardes M, 2015, INT C VIRTUAL REHABI
  • [10] A Survey on Virtual Reality for Individuals with Autism Spectrum Disorder: Design Considerations
    Bozgeyikli, Lal
    Raij, Andrew
    Katkoori, Srinivas
    Alqasemi, Redwan
    [J]. IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, 2018, 11 (02): : 133 - 151