Qinjin Jia

College of Engineering

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.

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

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