Qinjin Jia

College of Engineering

Works (3)

Updated: August 26th, 2024 08:19

2024 article

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

PROCEEDINGS OF THE 2024 CONFERENCE INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, VOL 1, ITICSE 2024, pp. 569–575.

By: J. Cui n, F. Zhou n, C. Liu n, Q. Jia 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: July 8, 2024

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 (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 22, 2022

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