Research in AI in Education, Educational Data Mining, Educational Data Visualization, HCI
I am currently an Assistant Professor in the Instructional Technology Program at College of Education at the University of South Florida, Tampa, USA. I do interdisciplinary research in Computer Science and Education, seeking how to enhance the use of AI technologies in the actual teaching and learning settings.
I am passionate about solving educational problems with data-driven approaches and telling educational stories with engaging and effective visualization strategies. I investigate analytical models/approaches to better model students' learning processes using large-scale, heterogenous learning data to promote personalized learning.
An Interpretable Pipeline for Identifying At-Risk Students
Journal of Educational Computing Research
Pei, B., Xing, W.
Academic development of multimodal learning analytics: a bibliometric analysis
Interactive Learning Environments
Pei, B., Xing, W., Wang, M.
Using Automatic Image Processing to Analyze Visual Artifacts Created by Students in Scientific Argumentation
British Journal of Educational Technology
Pei, B., Xing, W., Lee, H. S.
Using learning analytics to support students’ engineering design: The angle of prediction
Interactive Learning Environments
Xing, W., Pei, B., Li, S., Chen, G., Xie, C.