Teaching Skills with Virtual Humans

Lessons from the Development of the Thinking Head Whiteboard
1. Auflage 2021
ISBN: 978-981-16-2311-0
Verlag: Springer Nature Singapore

Buch, Englisch, 116 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 366 g

Reihe: Cognitive Science and Technology

This book highlights current research into virtual tutoring software and presents a case study of the design and application of a social tutor for children with autism. Best practice guidelines for developing software-based educational interventions are discussed, with a major emphasis on facilitating the generalisation of skills to contexts outside of the software itself, and on maintaining these skills over time. 

Further, the book presents the software solution Thinking Head Whiteboard, which provides a framework for families and educators to create unique educational activities utilising virtual character technology and customised to match learners’ needs and interests. In turn, the book describes the development and evaluation of a social tutor incorporating multiple life-like virtual humans, leading to an exploration of the lessons learned and recommendations for the future development of related technologies.

Zielgruppe

Research

Autoren/Hrsg.

Bond, Marissa

Raghavendra, Parimala

Powers, David M.W.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Berechenbarkeitstheorie, Komplexitätstheorie
• Sozialwissenschaften Pädagogik Pädagogik Bildungssystem Bildungspolitik, Bildungsreform
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

•    Introduction
o    For Families and Educators
o    For Software Developers

•    Human Factors
o    About Autism
o    Why Use Virtual Tutors
o    Existing Social Skills Interventions

•    Designing Virtual Tutors
o    How Human Tutors Teach
o    The Importance of Assessment
o    Existing Software Tutors
o    Embodied Conversational Agents

•    Developing the Social Tutor
o    Selecting Curricula and Tools
o    Designing for Specific Populations
o    Software Overview

•    Evaluating the Social Tutor
o    Research Methodology
o    Results and Analysis
o    Discussion

•    The Future of Virtual Teachers
o    Supporting Personalised Content
o    Harnessing Assistive Technologies 
o    Creating Authentic Interactions

Über Autor(innen)

Marissa Bond completed her PhD at Flinders University, where she focused on using virtual humans to help children with autism develop their social skills, an undertaking that combined her fascination with virtual humans and artificial intelligence with her love of teaching and education. She now looks after both the education and software development teams at Lumination, an Adelaide-based EduTech company. Marissa holds qualifications in primary school teaching and computer science, and has industry experience as a software developer, educator and science communicator.

David Powers is a Professor of Computer and Cognitive Science at Flinders University. He holds a PhD in Computational Psycholinguistics and cofounded SIGNLL and CoNLL, the Special Interest Group and Conference in Computational Natural Language Learning, and aspects of his research have since been commercialized through several startups. His current research in Computational Cognitive Science focuses on Assistive Technology for people with disabilities, focusing particularly on issues relating to language and learning, as well as Artificial Intelligence and Human Computer Interface technologies involving Natural Language, Machine Learning, Neural Networks and/or Brain Computer Interface.

Parimala Raghavendra is an Associate Professor of Disability and Community Inclusion at Flinders University. She has extensive clinical, research and teaching experience in the area of augmentative and alternative communication for children and adults with developmental disability, gained through her studies and work in India, Singapore, the USA, Sweden and Australia. Her current research focuses on investigating the impact of learning to use social media on the social networks and wellbeing of young people and adults with disabilities, and on using mobile technologies to enhance the participation of people with disabilities.