Embodied conversational agents for multimodal automated social skills training in people with autism spectrum disorders

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Embodied conversational agents for multimodal automated social skills training in people with autism spectrum disorders

Social skills training, performed by human trainers, is a well-established method for obtaining appropriate skills in social interaction. Previous work automated the process of social skills training by developing a dialogue system that teaches social communication skills through interaction with a computer avatar. Even though previous work that simulated social skills training only considered ...

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Social skills training for youth with autism spectrum disorders.

Social skill deficits are a pervasive and enduring feature of autism spectrum disorders (ASD). As such, social skills training (SST) should be a critical component of programming for youth with ASD. A number of SST strategies exist, including those employing social stories, video modeling interventions, social problem solving, pivotal response training, scripting procedures, computer-based inte...

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Individuals with high-functioning autism and Asperger Syndrome find everyday social interactions very challenging due to their impairments in language, communication and social skills (Rapin & Tuchman, 2008). As their IQ scores are in the average and above range, they are typically placed into mainstream schools and face complex social interactions with their peers and educators daily. Individu...

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One of the most desirable characteristics of an Embodied Conversational Agent (ECA) is the capability of interacting with users in a human-like manner. While listening to a user, an ECA should be able to provide backchannel signals through visual and acoustic modalities. In this work we propose an improvement of our previous system to generate multimodal backchannel signals on visual and acoust...

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ژورنال

عنوان ژورنال: PLOS ONE

سال: 2017

ISSN: 1932-6203

DOI: 10.1371/journal.pone.0182151