Early diagnosis of the learning disabilities in kids using a computer game-based solution

书写困难 学习障碍 计算障碍 诵读困难 心理学 严肃的游戏 发展心理学 医学教育 医学 多媒体 阅读(过程) 计算机科学 政治学 法学
作者
Nadeesha Samarasinghe,A. H. M. G. B Abeyasinghe
出处
期刊:Disability and Rehabilitation: Assistive Technology [Informa]
卷期号:: 1-9
标识
DOI:10.1080/17483107.2021.2003454
摘要

Learning disabilities or learning disorders are umbrella terms used for wide variety of learning problems like Dyslexia, Dyscalculia, Dysgraphia, and Dyspraxia. These disabilities are due to the neurological disorders which affects brain functions. Early diagnosis of these disabilities in kids from age 3 to 6 will help to start early medical treatments and get them back to the normal condition.we developed a software-based Learning Disability Evaluation Kit called YALU with computer Game Modules for kids targeting their learning disabilities. These Computer game-based modules of the YALU consist of different tasks for the different age levels to identify the symptoms of the disabilities mentioned above. The children's interaction results to each task of the game modules with the answers of the questioner about the children given by the parents will be evaluated with the threshold values given by a panel of consultant psychologist and paediatrician of the normal kids to identify the learning disabilities in kids aged 3-6 years. The result will be given to the respective parties and uploaded to the Website under the child's name.YALU has been tested using 50 students in age 3-5 in three preschools. The teachers have identified Fourteen students with some learning disability symptoms. Using YALU, twelve out of fourteen students had been clearly identified. Hence, the YALU Evaluation Kit to have an accuracy 85% in diagnosing the right disability. However, the accuracy could be increased with the accurate assessments of the parents about their kids.IMPLICATIONS FOR REHABILITATIONLearning disabilities are neurological disorders that affect the brain's ability to receive, process, store, respond to and communicate information; and there are four types (Dyslexia, Dyspraxia, Dysgraphia and Dyscalculia)In this paper, we present the extracted computational techniques targeting the Dyslexia, Dyspraxia, Dysgraphia and Dyscalculia and developed a software application (YALU Learning Disability Evaluation Kit) which consists of computer game modules for the kids for evaluation their learning disabilities.The developed game modules can screen the learning disabilities and these gamification modules (YALU) consists of tasks which are based on symptoms of the said disabilities. The outcomes of each module is evaluated these learning disabilities in kids age from 3 years to 6 years by analysing children's interactions to the each tasks, the child condition and then compare the result with the threshold values of the normal kids given by consultant psychologist and paediatrician.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
大气的以寒完成签到,获得积分10
刚刚
故意的烨磊完成签到,获得积分10
1秒前
1秒前
1秒前
小二郎应助123采纳,获得10
2秒前
jjjjjjj完成签到,获得积分10
2秒前
欢呼雨兰发布了新的文献求助10
4秒前
lxxlxxlxx完成签到,获得积分10
4秒前
4秒前
文艺不凡发布了新的文献求助10
4秒前
冯志华发布了新的文献求助10
6秒前
9秒前
9秒前
nn发布了新的文献求助10
12秒前
冯志华完成签到,获得积分10
13秒前
14秒前
啦啦啦发布了新的文献求助10
15秒前
无花果应助感性的靖仇采纳,获得10
17秒前
9C完成签到 ,获得积分10
17秒前
shinian完成签到 ,获得积分10
19秒前
21秒前
chelsea完成签到,获得积分10
21秒前
冷静石头完成签到,获得积分10
21秒前
23秒前
11发布了新的文献求助10
24秒前
26秒前
薰硝壤应助nn采纳,获得10
27秒前
13654135090完成签到,获得积分10
28秒前
十年完成签到 ,获得积分10
30秒前
CINDY完成签到,获得积分10
30秒前
碧蓝的冰绿完成签到,获得积分10
31秒前
31秒前
烂漫秀发完成签到 ,获得积分10
32秒前
33秒前
34秒前
小怪兽完成签到,获得积分10
35秒前
tuotuo发布了新的文献求助200
35秒前
123发布了新的文献求助10
37秒前
歪瑞古德发布了新的文献求助10
38秒前
winwin完成签到,获得积分10
40秒前
高分求助中
The Oxford Handbook of Social Cognition (Second Edition, 2024) 1050
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
юрские динозавры восточного забайкалья 800
English Wealden Fossils 700
Chen Hansheng: China’s Last Romantic Revolutionary 500
Mantiden: Faszinierende Lauerjäger Faszinierende Lauerjäger 500
PraxisRatgeber: Mantiden: Faszinierende Lauerjäger 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3141332
求助须知:如何正确求助?哪些是违规求助? 2792381
关于积分的说明 7802238
捐赠科研通 2448574
什么是DOI,文献DOI怎么找? 1302618
科研通“疑难数据库(出版商)”最低求助积分说明 626650
版权声明 601237