Correlating students' class performance based on github metrics: A statistical study

J Cui, R Zhang, R Li, Y Song, F Zhou… - Proceedings of the 2023 …, 2023 - dl.acm.org
What skills does a student need to succeed in a programming class? Ostensibly, previous
programming experience may affect a student's performance. Most past studies on this topic …

Utilizing the Constrained K-Means Algorithm and Pre-Class GitHub Contribution Statistics for Forming Student Teams

J Cui, F Zhou, C Liu, Q Jia, Y Song… - Proceedings of the 2024 …, 2024 - dl.acm.org
In modern software engineering education, team formation is crucial for mimicking real-
world collaborative scenarios and boosting project-based learning outcomes. This paper …

Students' Perceptions on Adaptations and Workload Versus Artifacts in a Project-Based Scrum-Variant Course

GM Kapitsaki - IEEE Transactions on Education, 2024 - ieeexplore.ieee.org
Contribution: Reporting of students' view on the use of preparatory sprint and virtual
meetings, as well as on the workload effort in combination with coding artifacts in a Scrum …

How Much Effort Do You Need to Expend on a Technical Interview? A Study of LeetCode Problem Solving Statistics

J Cui, R Zhang, F Zhou, R Li, Y Song… - 2024 36th …, 2024 - ieeexplore.ieee.org
A technical interview is the culmination of the recruiting process for hiring software
engineers in the tech industry. Many well-known companies, including Amazon, Meta …

Predicting Students' Software Engineering Class Performance with Machine Learning and Pre-Class GitHub Metrics

J Cui, F Zhou, R Zhang, R Li, C Liu… - 2023 IEEE Frontiers in …, 2023 - ieeexplore.ieee.org
Research into predicting students' performance in computer science classes has been
conducted globally for over five decades. Numerous metrics, including performance in prior …

How Pre-class Programming Experience Influences Students' Contribution to Their Team Project: A Statistical Study

J Cui, R Zhang, R Li, F Zhou, Y Song… - Proceedings of the 55th …, 2024 - dl.acm.org
Group or team projects are an essential component of the software engineering curriculum.
Earlier studies have explored how prior programming experience influences students' team …

Enhancing Data Quality in Medical Concept Normalization Through Large Language Models

H Chen, R Li, J Ding, A Cleveland - Available at SSRN 4979696 - papers.ssrn.com
Objective: Medical concept normalization (MCN) aims to map informal medical terms to
formal medical concepts, a critical task in building machine learning systems for medical …