An advanced learning environment aided by recognition of multi-modal social signals

Jingying Chen, Dan Chen, Lizhe Wang, Oliver Lemon

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In this study, we established an advanced learning environment that aims to promote learning of social communication skills for children especially those with Autism Spectrum Disorder. The learning environment estimates in real time the affective & cognitive state of a child via recognition of multimodal social signals, and generates interactive narratives with embodied virtual characters. One of the key components of the environment is the Visual Inputs Processor, which is the first that has the capabilities of detecting a child's attention and expression simultaneously in a natural environment. Furthermore, those have been enabled in a nonintrusive manner which avoids potential bias to the user's behaviours introduced by intrusive counterparts. The environment also employs multiple inexpensive cameras and a large multi-touch screen, and these settings (1) maximize of space and angles in which observation may be performed and (2) provide users with a much more realistic experience than counterpart approaches do. © 2010 Springer-Verlag Berlin Heidelberg.

Original languageEnglish
Title of host publicationAdvances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings
Pages41-51
Number of pages11
Volume6483 LNCS
DOIs
Publication statusPublished - 2010
EventOptical Transmission Systems, Switching, and Subsystems VIII - Shanghai, China
Duration: 8 Dec 201012 Dec 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6483 LNCS
ISSN (Print)0302-9743

Conference

ConferenceOptical Transmission Systems, Switching, and Subsystems VIII
CountryChina
CityShanghai
Period8/12/1012/12/10

Keywords

  • Intelligent system
  • Learning environment
  • Pattern recognition
  • Social communication skills

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