Y. Song

Associate Professor

positions

Associate Professor, Computer Science , College of Science and Engineering

Y. Song

Contact Info

songy@uncw.edu

910.962.7701

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Selected Publications

Academic Article
- AI COMPETENCY FOR HIGHER EDUCATION - BUILDING DISASTER COMMUNICATION CHATBOTS THROUGH INTERDISCIPLINARY STUDENT TEAMS. 18th annual International Conference on Education and New Learning Technologies. 2026-07-01
- EVADING AI ESSAY DETECTION THROUGH ITERATIVE ADVERSARIAL REFINEMENT: A STUDY ON TOEFL WRITING AND AN OPEN DATASET. EDULEARN26 Proceedings. 2026-07-01
- A Study of Chatbots Performance with Large Language Models in Scenario of a Higher Education Institution. Journal of Information Systems Applied Research and Analytics. 2026-04-01
- Navigating Paradox in AI Governance: An Agent-Based Simulation of AI Efficiency and Compliance Dynamics. International Conference on Information Systems (ICIS) 2025. 2025-12-01
- A Study of Chatbots Performance with Large Language Models in Scenario of a Higher Education Institution. ISCAP 2025. 2025-11-01
- AI-Generated Essay Identification: a Machine Learning Approach and Fairness Analysis. . 2025-11-01
- Use Machine Learning Models for Dissolved Oxygen Short-term Prediction in a Microtidal Estuary. Water. 2024-07-01
- A Comparative Analysis of GitHub Contributions Before and After An OSS Based Software Engineering Class. . 2024-03-01
- 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. 2024-03-01
- An Application of Co-plot Analysis: A Multidimensional Scaling Data Visualization. MLNLP 2023: 2023 6th International Conference on Machine Learning and Natural Language. 91–95. 2024-02-01
- Ensuring Ethical, Transparent, and Auditable Use of Education Data and Algorithms on AutoML. . 2024-01-01
- Applications Of Multidimensional Scaling With Co-plot Analysis. ISCAP-EDSIG Conference. 2023-11-01
- Temporal prediction of coastal water quality based on environmental factors with machine learning -- Temporal prediction of coastal water quality based on environmental factors with machine learning. Journal of Marine Science and Engineering. 11:1608. 2023-08-01
- A MOOC Case Study into Algorithmic Bias in a Student Success Prediction Model. . 2022-04-01
- Enriching an Online Suicidal Dataset with Active Machine Learning. ACM Southeast (ACMSE) 2022. 2022-04-01
- Enriching an online suicidal dataset with active machine learning.. In Proceedings of the 2022 ACM Southeast Conference. 2022 ACM Southeast Conference:196-200.. 2022-04-01
- Modeling review helpfulness with augmented transformer neural networks. 16th IEEE International Conference on SEMANTIC COMPUTING. 2022-01-01
- Examining the Role of Stigma in Shaping Discussions of Suicide Ideation and Attempts on Social Media: Implication for Suicide Prevention Among Young Adults. 2021 Annual Conference of the National Communication Association (NCA). 2021-11-01
- PyRoboCar: A Low-cost Deep Neural Network-based Autonomous Car. 2021 IEEE Frontiers in Education Conference (FIE). 2021-10-01
- Computational Thinking: A Pedagogical Approach Developed to Prepare Students for the Era of Artificial Intelligence -- Computers in Education. 2021 ASEE Virtual Annual Conference Content Access. 7. 2021-07-01
- Detecting Problem Statements in Peer Assessments. In 2020 Educational Data Mining 2020 (EDM 2020).. 2020-07-01
- Ethical and Legal Issues Impacting Educational Data Collection. In 2020 Educational Data Mining 2020 (EDM 2020).. 2020-07-01
- Problem detection in peer assessments between subjects by effective transfer learning and active learning. In 2020 Educational Data Mining 2020 (EDM 2020).. 2020-07-01
- Suitability of SCS1 as a Pre-CS2 Assessment Instrument: A Comparison with Short Deliberate-Practice Questions. ACMSE 2020: The Annual ACM Southeast Conference. 2020-04-01
- Toward Predicting Success and Failure in CS2: A Mixed-Method Analysis. ACMSE 2020: The Annual ACM Southeast Conference. ACM, 2020:218–225. 2020-04-01
- Deliberate Practice on Micro-credentials: a Methodological Exploration with a CS1 Course. 2019 IEEE Frontiers in Education Conference (FIE 2019). 2019-10-01
- Computer Science curriculum design using micro-credentials.. 2019 ASEE SE Section Annual Conference (ASEE-SE 2019). 2019-03-01
- Maintaining Student-Authored Open-Source Software for More Than 10 Years: An Experience Report. 2019 ASEE SE Section Annual Conference (ASEE-SE 2019). 2019-03-01
- Redesigning a Computer Science Capstone Course with Micro-credentials. 2018 IEEE Frontiers in Education Conference (FIE 2018). 2018-10-01
- Domain Model and Meta-Language for Peer Review and Assessment. 47th Annual Meeting of WDSI (Western Decision Sciences Institute).. 2018-04-01
- Early Detection on Students’ Failing Open-Source based Course Projects using Machine Learning Approaches. Proceedings of the 49th ACM Technical Symposium on Computer Science Education. 2018-02-01
- Collusion in Educational Peer Assessment: How Much do We Need to Worry about It?. Frontiers in Education Conference 2017 (FIE 2017). 2017-10-01
- A markup language for building a data warehouse for educational peer-assessment research. Frontiers in Education Conference (FIE), 2016 IEEE. 2016-10-01
- A quantitative case study on students' strategy for using authorized cheat-sheets. Frontiers in Education Conference (FIE), 2016 IEEE. 2016-10-01
- An Experiment with Separate Formative and Summative Rubrics in Educational Peer Assessment. Frontiers in Education Conference (FIE), 2016 IEEE. 2016-10-01
- Five years of extra credit in a studio-based course: An effort to incentivize socially useful behavior. Frontiers in Education Conference (FIE), 2016. 2016-10-01
- Peer Review Data Warehouse: Insights From Different Systems.. CSPRED in EDM 2016. 2016-07-01
- The Role of Initial Input in Reputation Systems to Generate Accurate Aggregated Grades from Peer Assessment.. CSPRED in EDM 2016. 2016-07-01
- Toward better training in peer assessment: does calibration help?. CSPRED in EDM 2016. 2016-07-01
- Who Took Peer Review Seriously: Another Perspective on Student-Generated Quizzes.. CSPRED in EDM 2016. 2016-07-01
- Closing the Circle: Use of Students’ Responses for Peer-Assessment Rubric Improvement. International Conference on Web-Based Learning 2015 (ICWL 2015). 2015-12-01
- A quantitative case study in engineering of the efficacy of quality cheat-sheets. Frontiers in Education Conference (FIE), 2015 IEEE. 2015-10-01
- Pluggable reputation systems for peer review: A web-service approach. Frontiers in Education Conference (FIE), 2015 IEEE. 2015-10-01
- A Comparative Analysis of GitHub Contributions Before and After An OSS Based Software Engineering Class. .
- Algorithmic Bias in a Student Success Prediction Models: Two Case Studies. IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE) 2022.
- BlueAI: Designing Artificial Intelligence for Environment Science and Climate Change Learning Experiences for K12 Students. 38th CCSC Southeastern Regional Conference 2024.
- BlueAI: Designing Artificial Intelligence for Environment Science and Climate Change Learning Experiences for K12 Students -- CWIC Carolinas Women In Computing Conference. .
- Utilizing the Constrained K-Means Algorithm and Pre-Class GitHub Contribution Statistics for Forming Student Teams. .
Document
- Data Sharing in Peer-Assessment Systems for Education. . 2018-08-01
- Computer-Supported Peer Review in Computer Science Education. EDM 2016. 2016-07-01

Presentations

Presentation