Assessing Social Communication and Collaboration in Autism Spectrum Disorder Using Intelligent Collaborative Virtual Environments / Lian ZHANG in Journal of Autism and Developmental Disorders, 50-1 (January 2020)  

Public ISBD [article]  inJournal of Autism and Developmental Disorders > 50-1 (January 2020) . - p.199-211 Titre : Assessing Social Communication and Collaboration in Autism Spectrum Disorder Using Intelligent Collaborative Virtual Environments Type de document : Texte imprimé et/ou numérique Auteurs : Lian ZHANG, Auteur ; Amy S. WEITLAUF, Auteur ; Ashwaq Zaini AMAT, Auteur ; Amy SWANSON, Auteur ; Zachary WARREN, Auteur ; Nilanjan SARKAR, Auteur Article en page(s) : p.199-211 Langues : Anglais (eng) Mots-clés : Autism  Collaboration  Communication  Measurement  Technology  Virtual reality Index. décimale : PER Périodiques Résumé : Existing literature regarding social communication outcomes of interventions in autism spectrum disorder (ASD) depends upon human raters, with limited generalizability to real world settings. Technological innovation, particularly virtual reality (VR) and collaborative virtual environments (CVE), could offer a replicable, low cost measurement platform when endowed with intelligent agent technology and peer-based interactions. We developed and piloted a novel collaborative virtual environment and intelligent agent (CRETA) for the assessment of social communication and collaboration within system and peer interactions. The system classified user statements with moderate to high accuracies. We found moderate to high agreement in displayed communication and collaboration skills between human-human and human-agent interactions. CRETA offers a promising avenue for future development of autonomous measurement systems for ASD research. En ligne : http://dx.doi.org/10.1007/s10803-019-04246-z Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=414 [article] Assessing Social Communication and Collaboration in Autism Spectrum Disorder Using Intelligent Collaborative Virtual Environments [Texte imprimé et/ou numérique] / Lian ZHANG, Auteur ; Amy S. WEITLAUF, Auteur ; Ashwaq Zaini AMAT, Auteur ; Amy SWANSON, Auteur ; Zachary WARREN, Auteur ; Nilanjan SARKAR, Auteur . - p.199-211. Langues : Anglais (eng) in Journal of Autism and Developmental Disorders > 50-1 (January 2020) . - p.199-211 Mots-clés : Autism  Collaboration  Communication  Measurement  Technology  Virtual reality Index. décimale : PER Périodiques Résumé : Existing literature regarding social communication outcomes of interventions in autism spectrum disorder (ASD) depends upon human raters, with limited generalizability to real world settings. Technological innovation, particularly virtual reality (VR) and collaborative virtual environments (CVE), could offer a replicable, low cost measurement platform when endowed with intelligent agent technology and peer-based interactions. We developed and piloted a novel collaborative virtual environment and intelligent agent (CRETA) for the assessment of social communication and collaboration within system and peer interactions. The system classified user statements with moderate to high accuracies. We found moderate to high agreement in displayed communication and collaboration skills between human-human and human-agent interactions. CRETA offers a promising avenue for future development of autonomous measurement systems for ASD research. En ligne : http://dx.doi.org/10.1007/s10803-019-04246-z Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=414

---

1 (1 - 1 / 1)