Department of Computer Technology
Ning Hongyun
2026年02月03日 10:56:11


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


  • Software Engineering

  • Database Project Practice E



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




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