Haoxuan Zhang

HaoxuanZhang@my.unt.edu

PhD student
University of North Taxes

Publications / Group / Research
GitHub/ ResearchGate/ SemanticScholar

I'm a PhD student in Information Science (Data Science) at the University of North Texas. I am a member of the Intelligent Data Engineering and Analytics (IDEA) Lab, supervised by Prof. Haihua Chen and Prof. Ting Xiao. My research interests are primarily in innovation measurement, large language models, AI4Science.

Education

PhD in Information Science, 2024 - continuing
University of North Taxes, USA
MS in Library and Information Science, 2021.09 – 2024.06
Central China Normal University, China
B.S. in Electronic Business, 2017.09 – 2021.06
Central China Normal University, China

Publications

Journal Articles
[J3]Wang, Z., Zhang, H., Chen, J., & Chen, H. (2024). An effective framework for measuring the novelty of scientific articles through integrated topic modeling and cloud model. Journal of Informetrics.
[J2]Wang, Z., Zhang, H., Chen, H., Feng, Y., & Ding, J. (2024). Content-based quality evaluation of scientific papers using coarse feature and knowledge entity network. Journal of King Saud University - Computer and Information Sciences.
[J1]Wang, Z., Qiao, X., Chen, J., Li, L., Zhang, H., Ding, J., & Chen, H. (2024). Exploring and evaluating the index for interdisciplinary breakthrough innovation detection. The Electronic Library.

Presentations

[2023-07-29]: Identifying Breakthrough Innovations from Interdisciplinary Research by Incorporating Disciplinary Diversity and Disparity, The first Workshop on “Innovation Measurement for Scientific Communication (IMSC) in the Era of Big Data” at 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL)
[2022-10-22]: Measuring the novelty of scientific literature through contribution sentences analysis, 2022 Information Processing & Management Conference

Awards

Excellent Master's Thesis, Central China Normal University, 2024
Excellent Graduate Student, Central China Normal University, 2022