Profile

河南三门峡人，副教授，博导。   

研究方向： 新媒体环境下空间信息可视化；GeoAI; LLM+空间认知；地理信息软件开发

研究成果被广泛应用于航空机载电子地图系统装备、全国地名地址普查以及大型公益/商用电子地图。参与获得JoM全球最佳地图奖、测绘科技进步一等奖、地理信息科技进步特等奖、优秀地图作品“裴秀奖”金奖等。

• 研究生招生专业：

       地图学与地理信息系统、地图制图学与地理信息工程、资源环境监测与规划、测绘工程

• 博士招生专业：

        地图学与地理信息系统、地图制图学与地理信息工程、资源与环境（工程博士）

        招收2025级博士一名，申请专业为：资源与环境。要求从事人工智能与空间信息可视化方向研究。

主讲课程：

本科：“空间信息可视化”，“面向对象GIS软件开发技术”

研究生："GIS软件设计与开发"，“地理信息工程技术”

欢迎加入课题组，成就更好的自己！

可联系：mengjunk@whu.edu.cn

tel: 151 7244 8589

主持及参与课题：

1. 文本环境下地名识别及其空间关系构建，国家自然科学基金(青年)

2. 城市地址模型构建及标准地址集的自动生成研究，城市空间信息工程北京市重点实验室开放基金

3. 嵌入式机载三维数字地图渲染引擎关键技术研发，武汉大学自主科研B类

4. 全息地图获取与位置信息聚合技术，国家重点研发子课题

5. 基于ArcGIS Portal海事测绘信息服务私有云，社会服务课题

6. 粤政图专题电子地图设计，社会服务课题

7. 《贵州省自然资源地图集》综合地图地理时空发展影响分析评价及设计制图，社会服务课题

代表论文：

2024年

1.  Cao, H., Weng, M., Kang, M*., & Su, S. (2024). Unraveling the relationship between coastal landscapes and sentiments: An integrated approach based on social media data and interpretable machine learning methods. Transactions in GIS, 00, 1–25. https://doi.org/10.1111/tgis.13175

2.  Chenglong Wang, Tianjiao Chen, Yuqian Liu, Mengjun Kang*, ShiliangSu & Binbo Li (09 Feb 2024): TransMI: a transfer-learning method for generalized map information evaluation, Cartography and Geographic Information Science, DOI:10.1080/15230406.2024.2306827

3. Haojie Cao, Yu Li, Min Weng, Shiliang Su, Mengjun Kang*. Deciphering the evolving trajectories of China's megaregions from 1992 to 2020: A novel morphological approach based on global land cover products. Applied Geography. https://doi.org/10.1016/j.apgeog.2024.103205.

4.  Lingqi Wang, Jiangyue Zhang, Min Weng, Mengjun Kang & Shiliang Su (2024), Making a narrative tourism map: the case of Jiaxing’s ‘Red Boat Spirit Map’, China, Journal of Maps, 20:1, 1-15, DOI: 10.1080/17445647.2024.2341003

2023年

1. Cao, H., Weng, M., Kang, M*., & Su, S. (2024). Unraveling the relationship between coastal landscapes and sentiments: An integrated approach based on social media data and interpretable machine learning methods. Transactions in GIS, 00, 1–25. 

2. Chenglong Wang, Tianjiao Chen, Yuqian Liu, Mengjun Kang*, ShiliangSu & Binbo Li (09 Feb 2024): TransMI: a transfer-learning method for generalized map information evaluation, Cartography and Geographic Information Science, DOI:10.1080/15230406.2024.2306827

3.  Haojie Cao, Yu Li, Min Weng, Shiliang Su, Mengjun Kang*. Deciphering the evolving trajectories of China's megaregions from 1992 to 2020: A novel morphological approach based on global land cover products.  Applied Geography. https://doi.org/10.1016/j.apgeog.2024.103205.

4.  Liu, C., He, X., Su, S., & Kang, M. (2023). A graph-based method for Chinese address matching. Transactions in GIS, 00, 1–18. https://doi.org/10.1111/tgis.13055 

2022年

1. 亢孟军，曹浩杰，苏世亮，翁敏，王明军 .一种优化的自然语言空间查询转换模型 [J] .测绘科学，2022，47(7):194-200. 

2. Haojie Cao, Miao Wang, Shiliang Su, Mengjun Kang*. Explicit quantification of coastal cultural ecosystem services: A novel approach based on the content and sentimental analysis of social media, Ecological Indicator, 2022, 137(108756), doi: https://doi.org/10.1016/j.ecolind.2022.108756.

3. Mengjun Kang, Yue Liu, Mengqi Wang, Lin Li & Min Weng (2022) A random forest classifier with cost-sensitive learning to extract urban landmarks from an imbalanced dataset, International Journal of Geographical Information Science, 36:3, 496-513, DOI: 10.1080/13658816.2021.1977814.

4. Shiliang Su, Chong Zhao, Hao Zhou, Bozhao Li, Mengjun Kang*, Unraveling the relative contribution of TOD structural factors to metro ridership: A novel localized modeling approach with implications on spatial planning, Journal of Transport Geography, doi: https://doi.org/10.1016/j.jtrangeo.2022.103308.

5. Zixun Han, Lingqi Wang, Jiangyue Zhang, Min Weng, Mengjun Kang*. Map Design for Public Health Emergencies: a Novel Conceptual Framework for Thematic Content Selection. Journal of Geovisualization and Spatial Analysis. DOI: https://doi.org/10.1007/s41651-021-00092-9.

6. Mengjun Kang, Yunlong Ma, Qingyun Du, Min Weng*. An improved GPU-Based Parallel Computing method for landscape index calculation in urban area. Photogrammetric Engineering & Remote Sensing, Vol.87, No.2, February 2021, pp. 125-132. doi: 10.14358/PERS.87.2.125.

7. Shiliang Su, Shenjing He, Chenxi Sun, Hui Zhang, Lirong Hu, Mengjun Kang*, Do landscape amenities impact private housing rental prices? A hierarchical hedonic modeling approach based on semantic and sentimental analysis of online housing advertisements across five Chinese megacities, Urban Forestry & Urban Greening, Volume 58, 2021, 126968, ISSN 1618-8667, https://doi.org/10.1016/j.ufug.2020.126968.

8. 亢孟军, 徐召硕, 朱军,等. 一种数据驱动的专题地图自动编制方法[J]. 测绘科学, 2021, 46(11):6.

9. Lin Y, Kang M*, Wu Y, et al. A deep learning architecture for semantic address matching[J]. International Journal of Geographical Information Science, 2020, 34(3): 559-576.

10. Bozhao Li, Zhongliang Cai*, Mengjun Kang*, et al. A trajectory restoration algorithm for low-sampling-rate floating car data and complex urban road networks [J]. International Journal of Geographical Information Science, 2020, doi: https://doi.org/10.1080/13658816.2020.1825721.

11. Min Weng, Xiaoyan Song, Lingqi Wang, Huan Xie, Ping Zhang, Shiliang Su & Mengjun Kang*.  (2020) A tourist map of Xi’an: combining historical city characteristics with art, Journal of Maps, 16:1, 195-202, DOI: 10.1080/17445647.2020.1837269.

12. Shiliang Su, Jiangyue Zhang, Shenjing He, Hui Zhang, Lirong Hu, Mengjun Kang*, Unraveling the impact of TOD on housing rental prices and implications on spatial planning: A comparative analysis of five Chinese megacities, Habitat International, Volume 107, 2021.

13. Luo L, Kang M*, Guo J, et al. Spatiotemporal pattern analysis of potential light seine fishing areas in the East China sea using VIIRS day/night band imagery[J]. International Journal of Remote Sensing, 2019, 40(4): 1460-1480.

14. Lin Y, Cai Y, Gong Y, Kang M*. Extracting urban landmarks from geographical datasets using a random forests classifier[J]. International Journal of Geographical Information Science, 2019, 33(12): 2406-2423.

15. Lin, Y., Kang, M*. and He, B. Spatial pattern analysis of address quality: A study on the impact of rapid urban expansion in China, Environment and Planning B: Urban Analytics and City Science.2019, doi: 10.1177/2399808319895272.

16. 亢孟军, 杜清运, 王明军. 地址树模型的中文地址提取方法[J]. 测绘学报, 2015(01):99-107.