AI-Enhanced Dyscalculia Screening: A Survey of Methods and Applications for Children

被引:0
|
作者
Bhushan, Shashi [1 ]
Arunkumar, Sharmila [2 ]
Eisa, Taiseer Abdalla Elfadil [3 ]
Nasser, Maged [1 ]
Singh, Anuj Kumar [4 ]
Kumar, Pramod [5 ]
机构
[1] Univ Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32610, Perak, Malaysia
[2] Raj Kumar Goel Inst Technol, Ghaziabad, Uttar Pradesh, India
[3] King Khalid Univ, Dept Informat Syst, Girls Sect, Mahayil 62529, Saudi Arabia
[4] Galgotias Univ, Sch Comp Sci & Engn, Greater Noida 201310, Uttar Pradesh, India
[5] Swami Rama Himalayan Univ, Himalayan Sch Sci & Technol, Dehra Dun 248016, Uttarakhand, India
关键词
AI (artificial intelligence); dyscalculia; dyslexia; specific learning disabilities; neurodevelopmental disorders; learning disabilities; early intervention; cognitive abilities; dysgraphia; mathematical comprehension; ATTENTION-DEFICIT/HYPERACTIVITY DISORDER; PREVALENCE;
D O I
10.3390/diagnostics14131441
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
New forms of interaction made possible by developments in special educational technologies can now help students with dyscalculia. Artificial intelligence (AI) has emerged as a promising tool in recent decades, particularly between 2001 and 2010, offering avenues to enhance the quality of education for individuals with dyscalculia. Therefore, the implementation of AI becomes crucial in addressing the needs of students with dyscalculia. Content analysis techniques were used to examine the literature covering the influence of AI on dyscalculia and its potential to assist instructors in promoting education for individuals with dyscalculia. The study sought to create a foundation for a more inclusive dyscalculia education in the future through in-depth studies. AI integration has had a big impact on educational institutions as well as people who struggle with dyscalculia. This paper highlights the importance of AI in improving the educational outcomes of students affected by dyscalculia.
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页数:25
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