通过个性化,基于模糊逻辑的平板电脑游戏,增强ASD儿童的ADL技能获取:试点研究
Chatchai Paengkumhag1, Warissara Limpornchitwilai1, Sutiwat Supaluk2
1Biological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
Scientific reports
|October 29, 2025
概括
一个新的基于模糊逻辑的平板电脑游戏显著改善了自闭症谱系障碍 (ASD) 儿童的日常生活技能. 适应性游戏个性化挑战,增强功能独立性和学习行为.
科学领域:
- 儿科康复儿童康复中心
- 辅助技术 辅助技术 辅助技术
- 自闭症谱系障碍研究研究
背景情况:
- 患有自闭症谱系障碍 (ASD) 的儿童经常在日常生活活动 (ADL) 中扎,特别是复杂的任务.
- 挑战往往由症状严重程度,有限的实践和不充分的适应性学习工具加剧.
研究的目的:
- 开发和评估基于Fuzzy逻辑的平板电脑游戏,用于个性化的ADL培训ASD儿童.
- 评估游戏在改善ADL表现和功能独立方面的有效性.
主要方法:
- 一组前后测试设计用于16名患有自闭症儿童,持续4周.
- 一个模糊的专家系统动态调整游戏难度,基于模拟日常工作中的个人表现.
- 游戏中的表现指标与教师评估相关.
主要成果:
- 在干预后观察到ADL表现的显著改善.
- "食堂"的背景显示了最大的收益.
- 所有学习组 (快速,中等,缓慢) 都表现出积极的学习轨迹.
- 在游戏中的奖励和教师评估的学习行为之间发现了强烈的相关性.
结论:
- 基于Fuzzy逻辑的自适应游戏是增强自闭症儿童ADL学习的有效和可行的工具.
- 个性化,实时适应挑战,促进功能独立.
- 游戏显示承诺作为一个有效的学习工具,由游戏中的指标和外部评估支持.
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