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Engagement detection for children with autism spectrum disorder

Chorianopoulou Arodami, Tzinis Efthymios, Iosif Elias, Papoulidi Asimenia, Papailiou Christina, Potamianos Alexandros

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/D1444391-5952-4B21-A0DA-6FEDBBD6413A-
Αναγνωριστικόhttps://ieeexplore.ieee.org/document/7953119/-
Αναγνωριστικόhttps://doi.org/10.1109/ICASSP.2017.7953119-
Γλώσσαen-
Μέγεθος5 pagesen
ΤίτλοςEngagement detection for children with autism spectrum disorderen
ΔημιουργόςChorianopoulou Arodamien
ΔημιουργόςΧωριανοπουλου Αροδαμηel
ΔημιουργόςTzinis Efthymiosen
ΔημιουργόςIosif Eliasen
ΔημιουργόςPapoulidi Asimeniaen
ΔημιουργόςPapailiou Christinaen
ΔημιουργόςPotamianos Alexandrosen
ΔημιουργόςΠοταμιανος Αλεξανδροςel
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠερίληψηChildren with Autism Spectrum Disorder (ASD) face several difficulties in social communication. Hence, analyzing social interaction can provide insight on their social and cognitive skills. In this paper, we investigate the degree of engagement of children in interactions with their parents. Features derived from both participants including acoustic, linguistic and dialogue act features are explored. The effect of visual cues is also investigated. We experimented on the task of engagement detection using video-recorded sessions consisting of interactions of typically developing (TD) and ASD children. Results show that engagement is easier to predict for TD children than for ASD children, and that the parent's actions/movements are better predictors of the child's degree of engagement.en
ΤύποςΠλήρης Δημοσίευση σε Συνέδριοel
ΤύποςConference Full Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2018-05-08-
Ημερομηνία Δημοσίευσης2017-
Θεματική ΚατηγορίαAutism spectrum disorderen
Θεματική ΚατηγορίαChild engagementen
Θεματική ΚατηγορίαEngagement detectionen
Βιβλιογραφική ΑναφοράA. Chorianopoulou, E.Tzinis, E. Iosif, A. Papoulidi, C. Papailiou and A. Potamianos, "Engagement detection for children with autism spectrum disorder," in IEEE International Conference on Acoustics, Speech and Signal Processing, 2017, pp. 5055-5059. doi: 10.1109/ICASSP.2017.7953119en

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