Personal profile
Chinese Name
Biography
Dr. Song obtained his doctorate degree from Imperial College London in 2021. He is now a Research Assistant Professor in Hong Kong Baptist University. He is an urban scientist who majors in combination of the interdisciplinary research including urban complex system, including IoT sensing, urban computing, transport & environment, and air pollution modeling. Dr. Song was a recipient of the China Youth Entrepreneurship Award (Central Committee of the Communist Youth League and Ministry of Human Resources and Social Security of China) which was the hightist Youth innovation and entrepreneurship award in China.
Research Interests
Air pollution modelling; Mobile air pollution sensing; UAV-based pollution analysis; Transport and Environment; AI for air quality management and public health
Education/Academic qualification
Geography, PhD, Civil & Environmental Engineering, Imperial College London
1 Sept 2017 → 1 Aug 2021
Award Date: 1 Aug 2021
Keywords
- GE Environmental Sciences
- Air Pollution
- Machine Learning
- Q Science (General)
- Air Quality
- Engineering
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Collaborations and top research areas from the last five years
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Equipment Matching Fund - Online real-NO2 analyzer, Online peroxyacetyl nitrate analyzer
LYU, X. (PI), GAO, M. (CoI), FUNG, A. (CoI) & SONG, J. (CoI)
26/03/24 → 25/03/26
Project: Research project
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A novel multi-pollutant space-time learning network for air pollution inference
Song, J. & Stettler, M. E. J., 10 Mar 2022, In: Science of the Total Environment. 811, 13 p., 152254.Research output: Contribution to journal › Journal article › peer-review
41 Citations (Scopus) -
Deep-MAPS: Machine-Learning-Based Mobile Air Pollution Sensing
Song, J., Han, K. & Stettler, M. E. J., 1 May 2021, In: IEEE Internet of Things Journal. 8, 9, p. 7649-7660 12 p.Research output: Contribution to journal › Journal article › peer-review
60 Citations (Scopus) -
Toward High-Performance Map-Recovery of Air Pollution Using Machine Learning
Song, J., Fan, H., Gao, M., Xu, Y., Ran, M., Liu, X. & Guo, Y.-K., 13 Jan 2023, In: ACS ES&T Engineering. 3, 1, p. 73–85 13 p.Research output: Contribution to journal › Journal article › peer-review
Open Access28 Citations (Scopus) -
ST-Bikes: Predicting Travel-Behaviors of Sharing-Bikes Exploiting Urban Big Data
Chai, J., Song, J., Fan, H., Xu, Y., Zhang, L., Guo, B. & Xu, Y., Jul 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 7, p. 7676-7686 11 p.Research output: Contribution to journal › Journal article › peer-review
16 Citations (Scopus) -
Research on Visible Sensing Recognition Linkage Model & Decision Support System for PM 2.5 Distribution in Road Network: A Case Study of Chengdu Area
Song, J., Chaozhe, J., Han, K., Quan, S. & Fu, L., 8 Jan 2017.Research output: Contribution to conference › Conference paper › peer-review
Prizes
Activities
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IEEE Transactions on Emerging Topics in Computing (Journal)
SONG, J. (Associate editor)
1 Jan 2024 → 31 Dec 2024Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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2023数字教育与数字化转型发展论坛
SONG, J. (Programme chair)
8 Sept 2023Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units