Jialin Cui

College of Engineering

Works (6)

Updated: April 20th, 2024 05:00

2024 article

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

PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 255–261.

By: J. Cui n, R. Zhang *, R. Li  n, F. Zhou n, Y. Song * & E. Gehringer n 

author keywords: Software Engineering Education; Teamwork and Collaboration; Qualitative Study; Statistical Study; GitHub
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 8, 2024

2023 article

Correlating Students' Class Performance Based on GitHub Metrics: A Statistical Study

PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL 1, pp. 526–532.

By: J. Cui n, R. Zhang *, R. Li *, Y. Song *, F. Zhou n & E. Gehringer n 

author keywords: Software Engineering Education; OSS; GitHub
TL;DR: A novel, unified, and replicable way to measure previous programming experience using students' pre-class GitHub contributions is presented, believed to be the first to use GitHub contributions in this way. (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 1, 2023

2022 article

Can Pre-class GitHub Contributions Predict Success by Student Teams?

2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: SOFTWARE ENGINEERING EDUCATION AND TRAINING (ICSE-SEET 2022), pp. 40–49.

By: J. Cui n, R. Li  n, K. Lou n, C. Liu n, Y. Xiao n, Q. Jia n, E. Gehringer n , R. Zhang *

author keywords: student team; GitHub; dataset; SE project
Source: Web Of Science
Added: September 29, 2022

2022 conference paper

Modeling review helpfulness with augmented transformer neural networks

[CA and online,]. 2022 IEEE 16th International Conference on Semantic Computing (ICSC), 83–90.

By: Y. Xiao n, T. Wang *, X. Sun *, L. Li *, Y. Song *, J. Cui n, Q. Jia n, C. Liu n, E. Gehringer n 

Event: 2022 IEEE 16th International Conference on Semantic Computing (ICSC) at Laguna Hills, CA on January 26-28, 2022

author keywords: Machine learning algorithms; Classification algorithms; STEM; Educational technology; Engineering education
TL;DR: This paper introduces a new augmented model for detecting helpfulness and tests it against the original model that uses raw text, yielding a 7% increase in performance measured in F1 score. (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 22, 2022

2022 journal article

The Dual Nature of Chaos and Order in the Atmosphere

ATMOSPHERE, 13(11).

By: B. Shen *, R. Pielke Sr, X. Zeng *, J. Cui n, S. Faghih-Naini *, W. Paxson*, A. Kesarkar *, X. Zeng *, R. Atlas*

author keywords: dual nature; chaos; generalized Lorenz model; predictability; multistability
UN Sustainable Development Goal Categories
13. Climate Action (OpenAlex)
Source: Web Of Science
Added: January 3, 2023

2021 journal article

A kernel principal component analysis of coexisting attractors within a generalized Lorenz model

CHAOS SOLITONS & FRACTALS, 146.

By: J. Cui n & B. Shen *

author keywords: K-PCA; Chaos; Coexisting attractors; Decision boundary; Generalized Lorenz model
UN Sustainable Development Goal Categories
13. Climate Action (OpenAlex)
Source: Web Of Science
Added: May 24, 2021

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