Correlating students' class performance based on github metrics: A statistical study
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 …
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
In modern software engineering education, team formation is crucial for mimicking real-
world collaborative scenarios and boosting project-based learning outcomes. This paper …
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 …
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
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 …
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
Research into predicting students' performance in computer science classes has been
conducted globally for over five decades. Numerous metrics, including performance in prior …
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
Group or team projects are an essential component of the software engineering curriculum.
Earlier studies have explored how prior programming experience influences students' team …
Earlier studies have explored how prior programming experience influences students' team …
Enhancing Data Quality in Medical Concept Normalization Through Large Language Models
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 …
formal medical concepts, a critical task in building machine learning systems for medical …