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Virtual Classroom Evaluation Simulation Framework

Project duration: May - August 2022

Team:

Teoh Jun Jie

 

Year & major:

Year 2 Computer Science and Applied Mathematics 

 

Why you applied for the CCSGP Fellowship

Jun Jie hoped to work on a project that provides value for someone in the community. CCSGP provides the perfect opportunity and platform for me to embark on a project like this.

 

Project overview:

Spaced Repetition is a method of learning with flashcards using repeated spaced reviews. In mobile learning, Spaced Repetition is usually applied in form of quizzes, which aims to reinforce student’s learning and tests the student’s understanding of various topic. The challenge here is that students have great flexibility in terms of frequency and duration for app usage, and this will directly affect the effectiveness of the learning. 

In this project, Jun Jie worked closely with Solve Education to create a virtual classroom evaluation simulation framework that provides a way to simulate an actual online classroom setting in a fixed environment. With this virtual classroom, they could compare across various m-learning teaching policies. This project aimed to identify the best policies in terms of maximizing learning outcome in terms of knowledge retainment.

What the team learned from the CCSGP experience:

CCSGP Public Service Fellowship gave Jun Jie the opportunity to work directly with Solve Education, a non-profit organization that is committed to helping children and youth around the globe receive quality, effective education.

 

The most crucial thing that he learned from this program was the ability to communicate effectively with stakeholders. To make sure that the project could provide value for Solve Education, he had to closely understand their needs and requirements, so that he can design a framework that could provide value to them. This is not something someone can learn effectively in school, and Jun Jie appreciate the chance to sharpen this skill under CCSGP Public Service Fellowship.

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run_exp2.3.2_HLRMemoryModel_likelihood_obj_function_equal_x_interval_mean.png
run_exp2.3.2_DASHMemoryModel_likelihood_obj_function_equal_x_interval_mean.png
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