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A step towards virtual reality based social communication for children with Autism

机译:迈向自闭症儿童基于虚拟现实的社交交流的一步

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Children with Autism Spectrum Disorder (ASD) are characterized by deficits in socialization, communication and imagination. In recent years several assistive technologies e.g., Virtual Reality (VR) are being investigated to promote social communication skills in these children. However these only report on performance and do not use physiological markers as predictors of one's affective states. In conventional techniques, a therapist adjusts the intervention paradigm by monitoring the affective states of these children. However, these children often demonstrate inability to explicitly express their affective states thereby inducing limitations on conventional techniques. Physiological signals being continuously available and not directly impacted by these communication difficulties can be used as markers of one's affective states. In India, research on technology-assisted intervention for children with ASD is rare. Here, the presented work seeks to address the challenge of maintaining the subtle Indian social aspects which still remains untouched in research, but are valuable contributors to social communication while developing VR based social conversation system. Additionally, we acquired physiological markers and correlated these with the affective state having implication on one's performance. A preliminary usability study indicates the potential of the system to improve social task performance and to induce variations in one's physiological markers.
机译:自闭症谱系障碍(ASD)儿童的特征是社交,沟通和想象力不足。近年来,正在研究几种辅助技术,例如虚拟现实(VR),以提高这些儿童的社交能力。然而,这些仅报告性能,而不使用生理指标作为一个人的情感状态的预测指标。在传统技术中,治疗师通过监视这些孩子的情感状态来调整干预范式。但是,这些孩子经常表现出无法明确表达自己的情感状态,从而导致了对传统技术的限制。可以连续获得并且不受这些沟通困难直接影响的生理信号可以用作一个人的情感状态的标志。在印度,对ASD儿童进行技术辅助干预的研究很少。在这里,本文提出的工作旨在解决维持微妙的印度社会方面的挑战,这些方面在研究中仍未触及,但是在开发基于VR的社交对话系统时,它们是社交交流的宝贵贡献者。另外,我们获得了生理标记并将它们与对人的表现有影响的情感状态相关联。初步的可用性研究表明该系统具有改善社交任务表现并诱导其生理指标变化的潜力。

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