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
linxc07完成签到,获得积分10
1秒前
醉舞烟罗完成签到,获得积分10
2秒前
3秒前
不倦应助一只虎子采纳,获得10
3秒前
zz发布了新的文献求助10
3秒前
蒋中豪完成签到 ,获得积分10
6秒前
甄不错发布了新的文献求助10
7秒前
9秒前
宏hong发布了新的文献求助10
12秒前
13秒前
ding应助啦啦啦采纳,获得10
18秒前
22秒前
JC完成签到,获得积分10
24秒前
nulinuli完成签到 ,获得积分10
27秒前
bbo完成签到,获得积分10
32秒前
丘比特应助内向的雨雪采纳,获得10
33秒前
甄不错发布了新的文献求助10
33秒前
37秒前
文献菜鸟发布了新的文献求助10
41秒前
zz完成签到,获得积分10
42秒前
yushuiqing完成签到,获得积分10
47秒前
田様应助乔乔牌绅士采纳,获得10
56秒前
YINZHE应助张张采纳,获得10
56秒前
香蕉觅云应助easy采纳,获得10
59秒前
李键刚完成签到 ,获得积分10
1分钟前
1分钟前
1分钟前
YINZHE应助张张采纳,获得10
1分钟前
1分钟前
土豆丝完成签到,获得积分10
1分钟前
1分钟前
王走走发布了新的文献求助10
1分钟前
Balla发布了新的文献求助10
1分钟前
1分钟前
半岛铁盒完成签到,获得积分10
1分钟前
赤墨发布了新的文献求助10
1分钟前
小蘑菇应助zeroayanami0采纳,获得10
1分钟前
YINZHE应助研友_ZGmVjL采纳,获得10
1分钟前
1分钟前
kaka发布了新的文献求助10
1分钟前
高分求助中
请在求助之前详细阅读求助说明!!!! 20000
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 1000
The Three Stars Each: The Astrolabes and Related Texts 900
Yuwu Song, Biographical Dictionary of the People's Republic of China 700
[Lambert-Eaton syndrome without calcium channel autoantibodies] 520
Bernd Ziesemer - Maos deutscher Topagent: Wie China die Bundesrepublik eroberte 500
A radiographic standard of reference for the growing knee 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2471307
求助须知:如何正确求助?哪些是违规求助? 2137984
关于积分的说明 5447963
捐赠科研通 1861927
什么是DOI,文献DOI怎么找? 925987
版权声明 562747
科研通“疑难数据库(出版商)”最低求助积分说明 495302