With the increasing availability of multimodal educational data, there is a growing need to
effectively integrate and exploit multiple data sources to enhance student engagement …

We collected a new dataset that includes approximately eight hours of audiovisual
recordings of a group of students and their self-evaluation scores for classroom …

Geodashboards are increasingly available but there is still a lack of understanding about the
design elements that contribute to a positive user experience. This work addresses that gap …

Text mining has emerged as a vital technique for extracting insights from large volumes of
textual data. This research paper presents the development of an interactive Shiny apps …

A virtual problem-based learning (PBL) environment can generate large amounts of textual
or time-series usage data, providing instructors with opportunities to track and facilitate …

Researchers and policy-makers have started creating frameworks and guidelines for
building machine-learning (ML) pipelines with a human-centered lens. Machine Learning …

Background Traditionally, understanding students' learning dynamics, collaboration,
emotions, and their impact on performance has posed challenges in formative assessment …