Multimodal Analysis of Spatial Characteristics of a Real-world Learning Field

Extended learning environments involving system to collect data for learning analytics and to support learners will be useful for all-age education. As the first steps towards to build new learning environments, we developed a system for ...

Real-world learning in a field is an important educational area for experience-based activities. Formative assessment by constant monitoring of the intellectual achievement of real-world learners is essential for adaptive learning support, but no ...

Multimodal learning mines and analyzes multimodal data in reality to better understand and appreciate the world around people. However, how to exploit this rich multimodal data without violating user privacy is a key issue. Federated learning is ...

• The three different modes in the multimodal federated learning model are summarized.
• Multimodal fusion based on the federated learning framework is also specified.
• The difficulties and some ideas of multimodal federated learning ...