Assist Prof Dr Mingxiao Li - Big Data Analytics - Best Researcher Award
Shenzhen University - China
Author Profile
Early Academic Pursuits
Assist Prof Dr. Mingxiao Li's academic journey began with a Bachelor's degree in Geographic Information System from Wuhan University, China, where he laid the foundation for his future research in spatial sciences.
Professional Endeavors
Assist Prof Dr. Mingxiao Li pursued a Ph.D. in Cartography and Geographic Information Science at the Institute of Geographic Sciences and Natural Resources Research (IGSNRR), Chinese Academy of Sciences (CAS), Beijing, China. Subsequently, he engaged in postdoctoral research at Shenzhen University and undertook a visiting scholar position at the University of Wisconsin-Madison under the supervision of Professor Song Gao.
Contributions and Research Focus
Assist Prof Dr. Mingxiao Li's research interests span a wide range of topics, including Human Mobility, Spatiotemporal Data Mining, Social Computing, and GeoAI. His notable contributions include the development of models for crowd distribution forecasting, predicting human activity intensity using graph convolutional networks, and reconstructing human movement trajectories from mobile phone data.
Accolades and Recognition
Assist Prof Dr. Mingxiao Li's work has been recognized in various academic communities, evident from the publication of his papers in reputable journals such as Transportation Research Part C: Emerging Technologies, Remote Sensing, and the International Journal of Geographical Information Science. Notable among his achievements is the acknowledgment of his work as reflected in the impact factors (JCR Q1) of these journals.
Impact and Influence
Assist Prof Dr. Mingxiao Li's research has made a significant impact on fields related to transportation, urban systems, and environmental health. His work on predicting spatiotemporal legality of on-street parking and reconstructing trajectories from mobile phone data has practical implications for urban planning, transportation management, and environmental research.
Legacy and Future Contributions
Assist Prof Dr. Mingxiao Li has established himself as a leading researcher in the fields of human mobility and spatial sciences. His legacy lies in the development of innovative methodologies for leveraging mobile phone data to gain insights into complex spatial phenomena. Looking forward, his future contributions are anticipated to further advance the understanding of human behavior in space and contribute to the growing field of GeoAI.
Notable publication
- Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China International Journal of Geographical Information Science 2024-02
- Susceptibility modeling of hydro-morphological processes considered river topology 2023-11-03
- Using multi-sourced big data to correlate sleep deprivation and road traffic noise: A US county-level ecological study Environmental Research 2023-03
- Correlation Analysis Between Nighttime Light Data and Socioeconomic Factors on Fine Scales IEEE Geoscience and Remote Sensing Letters 2022