🃏 AIM²READ Design Activity

Multimodal data streams capture the invisible processes of reading. Select the data modalities relevant to your design.

📚 Existing Frameworks

Taxonomy of Multimodal Data for Learning

From signals to knowledge: A conceptual model for multimodal learning analytics

Taxonomy of Multimodal Data Sources in MMLA

A Survey of Multimodal Learning Analytics: Data, Methods, Systems, and Responsible Deployment

AI methods transform raw MMLA data into interpretable signals and actionable insights. Select the approaches that fit your analysis needs.

📚 Existing Frameworks

MMLA and AI Framework

Artificial intelligence in multimodal learning analytics: A systematic literature review

How should the system interact with users? Select the dashboard type and automation level that define the human-AI partnership.

📚 Existing Frameworks

Automation Levels

Towards hybrid human-AI learning technologies

Select the reading activities, instructional strategies, and assessment approaches that define your pedagogical design.

Understand who your learners are and how they're experiencing the reading activity.

Effective visualizations translate complex data into interpretable insights. Select the visualization approaches that support sensemaking and action.

📚 Existing Frameworks

Layered Storytelling

From Data to Insights: A Layered Storytelling Approach for Multimodal Learning Analytics