Introduction to Multimodal Learning Analytics
Abstract:
This chapter provides an introduction and an overview of this edited book on Multimodal Learning Analytics (MMLA). The goal of this book is to introduce the reader to the field of MMLA and provide a comprehensive overview of contemporary MMLA research. The contributions come from diverse contexts to support different objectives and stakeholders (e.g., learning scientists, policymakers, technologists). In this first introductory chapter, we present the history of MMLA and the various ongoing challenges, giving a brief overview of the contributions of the book, and conclude by highlighting the potential emerging technologies and practices connected with MMLA.
Año de publicación:
2022
Keywords:
- AI in education
- Learning Analytics
- Multimodal learning analytics
- sensor data
Fuente:
scopusTipo de documento:
Other
Estado:
Acceso restringido
Áreas de conocimiento:
- Análisis de datos
- Tecnología educativa
- Ciencias de la computación
Áreas temáticas de Dewey:
- Escuelas y sus actividades; educación especial
- Métodos informáticos especiales
- Educación
Objetivos de Desarrollo Sostenible:
- ODS 9: Industria, innovación e infraestructura
- ODS 17: Alianzas para lograr los objetivos
- ODS 4: Educación de calidad