Associate Research Professors
ZHANG Hengcai
Source： | Date：2017-05-12 | 【Print】 【Close】
Associate Professor, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences
Address: No.11A, Datun Road, Chaoyang District, Beijing, China
Email: zhanghc@lreis.ac.cn
Professional Experiences
2019.11-present: Associate Professor, State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences
2017.1-2019.11: Assistant Professor, State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences
2013.7-2017.1: Post-doctor, State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences
Education
2009.9-2013.7 Ph.D. in Cartography and geographic information system, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, China
2006.9-2009.7 Master in Cartography and geographic information system, Capital Normal University, China
2002.9-2006.7 Bachelor in Geographic science, Shandong Normal University, China
Research Interests
Moving Objects Database, Trajectory Data Mining, Urban Computing, Geographic Information Science
Honors and Awards
1.2015, The First Prize in Scientific Technology Advance Award of Beijing City, China, No. 2
2.2016, The First Prize in Scientific Technology Advance Award of Hubei Province, China, No. 7
3.2015, The Third Prize in Scientific Technology Advance Award of Surveying and Mapping China, No. 3
4.2015, The Third Prize in Scientific Technology Advance Award of Geographic Information China, No. 3
5.2014, The Second Prize in Scientific Technology Advance Award of Surveying and Mapping China, No. 6
Selected Projects
1.“Multidimensional Indexing Structure and Integrated Query for Moving Objects”, Hengcai Zhang (PI), Funded by National Natural Science Foundation of China (41401460), 2015-2017
2.“Integrative Modeling and Querying for Multi-Source Heterogeneous Spatial-Temporal Data in Indoor Environment”, Hengcai Zhang (PI), Funded by National Natural Science Foundation of China (41771436), 2018-2021
3.“Geographic Knowledge Graph Search Engine”, Hengcai Zhang (PI), Funded by National Natural Science Foundation of China (41631177-3), 2016-2020
4.“Massive Data Analysis and Mining of Indoor Trajectories”, Hengcai Zhang (PI), Funded by National Key Research and Development Plan of China (2016YFB0502104-1), 2016-2020
5.“Estimation of Heavy-duty Diesel Truck Emissions using Trajectory Mining”, Hengcai Zhang (PI), Funded by The Strategic Priority Research Program of the Chinese Academy of Sciences (XDA23010202-2-2-1), 2019-2023
Selected Publications
1.Hengcai Zhang, Feng Lu*, Jianqiu Xu, Modeling and querying moving objects with social relationships, ISPRS International Journal of Geo-Information, 2016, 5, 121, doi:10.3390/ijgi5070121.
2.Hengcai Zhang, Feng Lu*, Jie Chen, A line graph-based continuous range query method for moving objects in networks, ISPRS International Journal of Geo-Information, 2016, 5, 246; doi:10.3390/ijgi5120246.
3.Hengcai Zhang, Feng Lu*, GSMNet: A Hierarchical Graph Model for Moving Objects in Networks, ISPRS International Journal of Geo-Information, 2017, 6, 71; doi:10.3390/ijgi6030071.
4.Hengcai Zhang, Feng Lu*, A geo-social data model for moving objects in free space, DMBD2016, LNCS 9714, pp. 115-122, 2016. Y. Tan and Y. Shi (Eds.) Springer International Publishing Switzerland 2016, DOI: 10.1007/978-3-319-40973-3 11.
5.Zhang Hengcai, Lu Feng, Zhou Liang, Duan Yingying, Computing Turn Delay in City Road Network with GPS Collected Trajectories, Proceedings of Ubicomp'2011, ACM 978-1-60558-431-7/09/09.
6.Hengcai Zhang, Feng Lu, Jie Chen, An Integrated Data Model for Spatial-Temporal Trajectories and Social Relationships of Moving Objects. Geomatics and information science of Wuhan University. 39(6):711-718, 2014. (in Chinese)
7.Hengcai Zhang, Feng Lu, Peiyuan, Qiu, Extracting Traffic Information from Micro-Blog with a D-S Evidence Theory Based Approach. Journal of Chinese information Processing, 2014. (in Chinese)
8.Hengcai Zhang, Feng Lu, Jie Chen, Extracting Traffic Information from Massive Micro-Blog Messages. Journal of Image and Graphics. 18(1):123-129, 2013. (in Chinese)
9.Hengcai Zhang, Feng Lu, Jie Chen, Advance in Moving Object Data Modelling under Geographic Network Environment. Journal of Geo-information Science.15(3):328-337, 2013. (in Chinese)
10.Hengcai Zhang, Feng Lu, Liang Zhou, Yingying Duan. Computing turn delay in city road network with GPS collected trajectories, Proceedings of the International Workshop on Trajectory Data Mining and Analysis, ACM. 45-52, 2011.
11.Mingxiao Li, Feng Lu, Hengcai Zhang*& Jie Chen (2018): Predicting future locations of moving objects with deep fuzzy-LSTM networks, Transportmetrica A: Transport Science, DOI: 10.1080/ 23249935. 2018.155 2334.
12.Mingxiao Li, Song Gao, Feng Lu, Hengcai Zhang*, Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data. Computers, Environment and Urban Systems, 2019, 77, DOI: 10.1016/j.compenvurbsys. 2019.101346.
13.Naixia Mou, Rongzheng Yuan, Tengfei Yang, Hengcai Zhang*, Jinwen Tang, Teemu Makkonen , Exploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China, Tourism Management 76 (2020), DOI:10.1016/j.tourman.2019.103955.
14.Peixiao Wang, Hengcai Zhang*, Feng Lu. A hybrid Markov and LSTM model for indoor location prediction, IEEE Access, pp. 1–1, 2019, doi: 10/ggfw6m.
15.Naixia Mou, Yanxin Xie, Tengfei Yang, Hengcai Zhang*and Yoo Ri Kim, The impact of slumping oil price on the situation of tanker shipping along the Maritime Silk Road, Sustainability, 2019, 11, 4796; doi: 10.3390/su11174796.
16.Mingxiao Li, Feng Lu, Hengcai Zhang*. Dynamic estimation of individual exposure levels to air pollution using trajectories reconstructed from mobile phone data. International Journal of Environmental Research and Public Health, vol. 16, no. 22, 2019, doi: 10/ggfw6q.
17.Peixiao Wang, Hengcai Zhang*, Feng Lu. Indoor location prediction method for shopping malls based on location sequence similarity. ISPRS International Journal of Geo-Information, vol. 8, no. 11, 2019, doi: 10/ggfw6p.
18.Xiliang Liu, Feng Lu, Hengcai Zhang*, Peiyuan Qiu, Intersection delay estimation from floating car data via principal curves: a case study on Beijing's road network. Frontier of Earth Sciences, 2013, 7(2): 206-216.
19.Peiyuan Qiu, Feng Lu, Hengcai Zhang*, Extracting Traffic Information from Web Texts with a D-S Evidence Theory Based Approach, GeoInformatics’2013, Kaifeng, 20-22, June, DOI: 10.1109/ Geoinformatics. 2013.6626207.
20.Feng Lu, Hengcai Zhang, Big Data and Generalized GIS. Geomatics and information science of Wuhan University. 39(6):645-654, 2014. (in Chinese)
Updated on May 10, 2020
