معرفی
Mingshan Jia is a Lecturer at the School of Computer Science in the Faculty of Engineering and Information Technology at the University of Technology Sydney (UTS), where he has been employed since March 2023 following postdoctoral and casual academic roles at the same institution.
Dr. Jia's educational background includes a PhD in Computer Science from UTS (awarded September 2022), an MSc (Engineer's Degree) from the University of Technology of Troyes in France (2008-2011), and a BSc from Xi'an Jiaotong University in China (2004-2008).
His research specializes in the analysis and modeling of complex networked systems with applications across multiple domains:
- Development of advanced network metrics including quadrangle coefficients and closure coefficients
- Network disruption strategies for criminal organizations
- Ego-centered network analysis for chronic pain management
- Integration of graph theory with machine learning techniques
His publication record shows consistent output in high-impact journals including IEEE Transactions, PLOS ONE, and IEEE Access, with particular emphasis on applying network science to healthcare problems. Several publications have garnered significant citations, indicating strong impact in computational network science.
Dr. Jia maintains an active teaching portfolio including:
- "Machine Learning Foundations" for IAT Digital
- "Computer Science Studio 2"
- "Programming Fundamentals"
- Course development in Machine Learning, Introduction to AI, and Data Literacy
Prior to his academic career at UTS, Dr. Jia served as a Lecturer at Xijing University and worked in industry roles at China Electronics Technology Group Corporation and Huawei Technologies Co., providing practical experience that informs his research and teaching approach.
