向患有自闭症谱系障碍的成年人推荐电子游戏以提高社交技能

Alisha Banskota, Yiu-Kai Ng
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引用次数: 3

摘要

自闭症谱系障碍(ASD)是一种长期存在的精神疾病,其特征是智力生长和发育受阻,是大多数患者的终身残疾。2018年,美国有2-3%的儿童被诊断患有自闭症。随着这些孩子长大成人,他们在发展良好的运动技能方面有困难。然而,如果在他们成年后得到适当的治疗,这些异常中的一些可以逐渐改善。研究表明,自闭症患者喜欢玩电子游戏。然而,教育游戏主要是为患有自闭症的儿童开发的,对于患有自闭症的成年人来说,这些游戏太原始了。我们已经开发了一个游戏和个性化推荐系统,向患有自闭症的成年人推荐治疗游戏,这些游戏可以提高他们的社交互动技能。游戏系统维持游戏的娱乐价值,以确保成年人对游戏感兴趣,而推荐系统则为患有ASD的成年人推荐合适的游戏。我们的游戏和推荐系统的有效性和优点得到了实证研究的支持。
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Recommending Video Games to Adults with Autism Spectrum Disorder for Social-Skill Enhancement
Autism spectrum disorder (ASD) is a long-standing mental condition characterized by hindered mental growth and development and is a lifelong disability for the majority of affected individuals. In 2018, 2-3% of children in the USA have been diagnosed with autism. As these children move to adulthood, they have difficulty in developing a well-functioning motor skill. Some of these abnormalities, however, can be gradually improved if they are treated appropriately during their adulthood. Studies have shown that people with ASD enjoy playing video games. Educational games, however, have been primarily developed for children with ASD, which are too primitive for adults with ASD. We have developed a gaming and personalized recommender system that suggests therapeutic games to adults with ASD which can improve their social-interactive skills. The gaming system maintains the entertainment value of the games to ensure that adults are interested in playing them, whereas the recommender system suggests appropriate games for adults with ASD to play. The effectiveness and merit of our gaming and recommender system is backed up by an empirical study.
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