BO PEI

Life Long Learner, practitioner

About Me

I am a doctoral student in School of Teaching & Learning at University of Florida supervised by Dr. Wanli Xing. My research interests focus on Online Learning Analytics, Machine Learning and Educational Data Mining.

STUDENT LEARNING PERFORMANCE ANALYTICS

The goal of the work is to help instructors to have a good understanding about the students' learning status as early as possible and then provide the most individualized interventions for them to make students have better online learning experience.

MULTIMODAL LEARNING ANALYTICS

The projects aim to build accurately models for predicting students' learning performance based on multiple sources of data (e.g., text, audio, video, posture, etc)..

KNOWLEDGE TRACING

The aim of the projects is to apply machine learning and deep learning algorithms to analyze the students mastery levels of the concepts (hidden state that we cannot quantify) involved in the problems they have solved based on the observed performances.

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