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Familiar Video Stories as a Means for Children with Autism: An Analytics Approach

机译:常见的视频故事作为自闭症儿童的一种手段:一种分析方法

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Children with Autism Spectrum Disorder (ASD) may experience extreme anxiety and stress when faced with unfamiliar or novel situations. The use of video social stories is one common approach to helping children with ASD cope with these situations. Despite some literature on the positive outcomes associated with the use of video social stories, the overall results on the success of this intervention are inconsistent. One possible explanation for these inconsistencies is that the characters portrayed in the video are often generic and therefore unfamiliar. In order to address this hypothesis, Chen et al. Developed a video face replacement technology, which presents a unique and individualized video to the child that includes familiar faces and places. With this technology, it was found that the personalized videos encouraged children with ASD to express more positive emotions during a novel experience. Although the children with ASD demonstrated decreased stress and anxiety after viewing the video with the face replacement technology, it is still difficult to ascertain how much of the desired information was actually gleaned from watching the video social story. In order to address this critical issue, an existing video learning analytic system was used to determine how subjects with ASD perceived video materials during the viewing of an individualized video social story. The preliminary results of this pilot study demonstrated that subjects with ASD were capable of interacting with the video and did so in order to better understand the content of the video social story. These preliminary results indicate the need for further investigation into how the user interface and its enhancements can provide precise information on the perception and cognition of the individuals with ASD.
机译:自闭症谱系障碍(ASD)儿童在面对陌生或新颖的情况时可能会感到极度焦虑和压力。使用视频社交故事是帮助ASD儿童应对这些情况的一种常用方法。尽管有一些文献报道了与视频社交故事的使用有关的积极结果,但有关干预成功的总体结果却不一致。这些不一致的一种可能解释是,视频中描绘的字符通常是通用的,因此不熟悉。为了解决这个假设,Chen等。开发了视频面部替换技术,该技术向孩子展示了一个独特且个性化的视频,其中包括熟悉的面孔和位置。通过这项技术,发现个性化视频可以鼓励患有ASD的孩子在新颖的体验中表达更多积极的情绪。尽管使用面部置换技术观看视频后,患有ASD的儿童表现出减轻的压力和焦虑,但是仍然很难确定通过观看视频社交故事实际上收集了多少所需的信息。为了解决这个关键问题,现有的视频学习分析系统用于确定在观看个性化视频社交故事期间,具有ASD的主体如何感知视频材料。这项初步研究的初步结果表明,患有ASD的受试者能够与视频互动,并且这样做是为了更好地理解视频社交故事的内容。这些初步结果表明需要进一步研究用户界面及其增强功能如何提供有关ASD个体感知和认知的精确信息。

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