Research

Learning Analytics and Educational Data Mining The learning analytics pilots: Identifying and exploring actionable sources of data and building computational tools with analytics to address identified problems at micro (individual), meso (departmental) and macro (institutional) level.

Current Project: Teaching with Analytics – Visualizing Discussion Board
Building a visualization tool for discussion boards in Canvas to improve the student feedback system using text analytics, NLP and data visualization.

• Building a basic text analytics models for content similarity from unstructured data.
• Data collection and preprocessing.
• Comparing different text analytics algorithm for content similarity.
• Visualizing discussion content.

• Building a basic text analytics models for self and shared regulation from unstructured data.
• Data collection and preprocessing.
• Classifier models for thematic code categorization.
• Comparison of computational linguistic feature extraction models
• Visualize regulations.