Song, Yang

Song, Yang
Associate Professor

Associate Professor, Computer Science , College of Science and Engineering

Selected Publications

Conference Poster

Year	Title	Altmetric
2018-02-01	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

Document

Year	Title	Altmetric
2018-08-01	Data Sharing in Peer-Assessment Systems for Education. . 2018-08-01
2016-07-01	Computer-Supported Peer Review in Computer Science Education. EDM 2016. 2016-07-01

Presentations

Correlating students’ class performance based on GitHub metrics: a statistical study, 28th annual ACM conference on Innovation and Technology in Computer Science Education (ITiCSE) 2023-07-01
Ensuring Ethical, Transparent, and Auditable Use of Education Data and Algorithms, Computing showcase 2023 2023-05-01
Identifying Indian Bird Species Using Machine Learning Techniques, Computing showcase 2023 2023-05-01
Machine learning in marine science A neural network application in hypoxia prediction, Computing showcase 2023 2023-05-01
Algorithmic Bias in a Student Success Prediction Models: Two Case Studies , TALE 2022 - An International Conference on. Teaching, Assessment and Learning for Engineering. 2022-12-01
A Block Game and Simple Autonomous Agent, Computing showcase - Spring 2022 2022-05-01
A MOOC Case Study into Algorithmic Bias in a Student Success Prediction Model, Computing showcase - Spring 2022 2022-05-01
A MOOC Case Study into Algorithmic Bias in a Student Success Prediction Model, Carolinas Women in Computing 2022 2022-04-01
Enriching an Online Suicidal Dataset with Active Machine Learning, ACM Southeast (ACMSE) conference 2022 2022-04-01
Enriching an Online Suicidal Dataset with Active Machine Learning, ACMSE 2022 – 2022 ACM Southeast Conference 2022-04-01
Examining the role of stigma in shaping discussions of suicide ideation and attempts on social media: Implication for suicide prevention among young adults., The Annual Conference of the National Communication Association. 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 UNCW Students for the Era of Artificial Intelligence, 2021 ASEE Annual Conference and Exposition 2021-07-01
Ethical and Legal Issues Impacting Educational Data Collection, Usage, and Storage, EDM 2020: 2020 Educational Data Mining 2020 2020-07-11
Suitability of SCS1 as a Pre-CS2 Assessment Instrument: A Comparison with Short Deliberate-practice Questions, ACMSE 2020: The Annual ACM Southeast Conference 2020-04-03
Toward Predicting Success and Failure in CS2: A Mixed-Method Analysis, ACMSE 2020: The Annual ACM Southeast Conference 2020-04-03
Computer Science curriculum design using micro-credentials, 2019 ASEE SE Section Annual Conference (ASEE-SE 2019) 2019-03-10
Maintaining Student-Authored Open-Source Software for More Than 10 Years: An Experience Report, 2019 ASEE SE Section Annual Conference (ASEE-SE 2019) 2019-03-10
Redesigning a Computer Science Capstone Course with Micro-credentials., FIE 2018 2018-10-03
Early Detection on Students’ Failing Open-Source based Course Projects using Machine Learning Approaches , SIGCSE 2018 2018-02-28
Collusion in Educational Peer Assessment: How Much do We Need to Worry about It?, FIE 2017 2017-10-18

Principal Investigator On

Extending our autonomous robotic car to be an open educational resource (002753) 2021-04-01 - 2021-08-01

Integrating Micro-credentials into Online Question Bank to Build Student Course Competency Portfolios 2019-01-01 - 2019-08-01

Leveraging Applied Learning in CSC 131: A Department-wide Initiative Impacting 400 Students Per Year 2019-03-01 - 2019-01-01

An Investigation of Peer-nomination as a Novel Educational Peer-assessment Setup 2018-05-01 - 2018-08-01

Co-principal Investigator On

Collaborative Research: CyberTraining: Pilot: A Cybertraining Program to Advance Data Acquisition, Processing, and Machine Learning-based Modeling in Marine Science. 2023-01-01 - 2024-12-01

An Interdisciplinary Analysis of Sigma in the Context of Young Adults Suicide 2021-01-01 - 2021-08-01

Computational Thinking: A Pedagogical Approach Developed to prepare UNCW students for the Era of Artificial Intelligence 2020-05-01 - 2021-05-01

Analyzing course dependency trees to find potential problems 2020-01-01 - 2020-08-01

An Interdisciplinary Analysis of Stigma in the Context of Young Adults Suicide Prevention Drawing on Stigma Communication, Deep Learning, and Text Mining. 2020-01-01

Investigator On

A Low-cost Educational AI-based Autonomous Car for Kids 2021-01-01 - 2022-12-01

CSC 131 Redesigning CSC 131 for online delivery 2020-08-01 - 2020-12-01

DSC 502 for online delivery 2020-08-01 - 2020-12-01

DSC 541 Redesigning DSC 541 for online delivery 2020-08-01 - 2020-12-01

Personalized Remediation for Novice Programmers through Tailored Prescriptive Quizzes 2020-01-01 - 2020-05-01

Building and Analyzing Students Micro Credentials from Computer Science Core Courses

Full Name

Yang Song