

Name: Ning-hongyun
Title: Professor
Type of tutor: Master's supervisor
Email: ninghongyun@tjut.edu.cn
Adrress: 23-507
Telephone: 86-022-60216865

I am currently a Professor and Master’s Supervisor at the School of Computer Science and Engineering, Tianjin University of Technology, P. R. China. I received my Ph.D. from Tianjin University in 2009. My research interests include big data analysis and mining.

Spatio-temporal Big Data Mining and Visual Analysis
Big Data-Driven Social Governance and Public Opinion Analysis
Privacy-Preserving Data Mining Algorithms in Big Data Environment
Smart City Big Data Analysis
Social Platform Personalized Recommendation

Research on Key Technologies of Collective Intelligence Computing, April 2025 – March 2028, Participant
Medicine of Traditional Chinese Medicine, January 2024 – June 2025, Principal Investigator (PI)
Construction and Application of Intelligent Factory, November 2021 – November 2023, Participant

[1] Yongrui Li ; Hongyun Ning ; Keywords extraction method based on two-way feature fusion, 2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE),Virtual, online, China, 2022-8-1 to 2022-8-1
[2] Yongrui Li ; Hongyun Ning ; Text Keyword Extraction Method Combined with Dependent Syntax Analysis, Proceedings of the 2022 2nd International Conference on Control and Intelligent Robotics, Virtual, online, China, 2022-6-2 to 2022-6-24
[3] Yongrui Li ; Hongyun Ning ; Multi-feature keyword extraction method based on TF-IDF and Chinese grammar analysis, Proceedings - 2021 International Conference on Machine Learning and Intelligent Systems Engineering, Virtual, Chongqing, China, 2021-7-9 to 2021-7-9
[4] Li XueWei ; Ning hongyun ; Deep Pyramid Convolutional Neural Network Integrated with Self- attention Mechanism and Highway Network for Text Classification, 4th International Conference on Artificial Intelligence Applications and Technologies, China, 2020-8-8 to 2020-8-9
[5] Wang Xinyun; Ning hongyun ; TF-IDF keyword extraction method combining context and semantic classification, 3rd International Conference on Data Science and Information Technology,Xiamen, China, 2020-7-24 to 2020-7-25


Some software copyrights obtained as follows:
1. News Comment Sentiment Tendency Analysis Software V1.0
2. Online Complaint Intelligent Analysis Software V1.0
3. Character Relationship Online Mining Software V1.0
4. Meteorological Data Online Analysis Software V1.0
5. Full-Text Retrieval System Based on Block Linked List Index Algorithm V1.0