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陳超

（重慶大學計算機學院教授）

鎖定
陳超，男，博士，重慶大學計算機學院教授、博士生導師。2010年9月前往法國巴黎第六大學（現巴黎索邦大學）攻讀博士學位，博士期間主要從事大數據挖掘以及在智慧城市相關的應用研究，2014年9月畢業後以副教授加盟重慶大學計算機學院。2017年獲得博士生指導資格，2018年9月破格晉升為教授，2020年入選重慶市巴渝青年學者。
陳超博士主要從事軌跡表示學習、人類移動行為建模 (Human Mobility Modelling)、時空軌跡數據壓縮和可視化、羣智感知技術及面向智慧城市應用的移動軌跡數據挖掘關鍵技術等研究。 [1-2] 
中文名
陳超
國    籍
中國
畢業院校
巴黎第六大學 [2] 
學位/學歷
博士
職    業
教育科研工作者
專業方向
人工智能、大數據挖掘等
主要成就
重慶市巴渝青年學者
任職院校
重慶大學

目錄

  1. 1 研究方向
  2. 2 科研成就
  3. ▪ 研究項目
  4. ▪ 學術論文

陳超研究方向

智能無人系統、普適計算、城市大數據挖掘特別是城市時空軌跡數據挖掘、多源異構數據挖掘及信息融合等，具體研究包括智能決策、智能路線規劃、智慧羣智物流等。 [1] 

陳超科研成就

已發表高水平SCI論文100餘篇（包括40餘篇ACM/IEEE Transactions），論文被國際知名會議及世界公認的四大期刊之一的美國科學院院報（PNAS）引用，4篇論文入選ESI高被引論文，累積Google學術引用已超過4100次（h-index為32）。 [1] 
其中，有關出租車軌跡數據挖掘的工作於2011年、2016年、2020年三度被IEEE Spectrum雜誌報道，在國際上產生了較高的知名度。現主持國家級科研項目6項(國家自然科學基金青年項目和麪上項目、科技部“雲計算與大數據處理”專項重點研發計劃、173重點項目等)，省部級科研項目5項，中央高校基金項目3項。參與多個法國政府智慧城市、歐盟第七框架計劃等國際合作項目。 [1] 

陳超研究項目

累計共主持國家級科研項目5項、省部級科研項目6項、中央高校基金3項。
  1. 資源受限環境下基於GPS軌跡的細粒度駕駛行為識別研究，國家自然科學項目（面上），2022-2025
  2. 以乘客為中心的智能移動出行關鍵技術研究，國家自然科學項目（面上），2019-2022
  3. 智慧城市領域知識模型自增長與自演化技術研究，科技部“大數據與雲計算”重點研發項目，2017-2020
  4. 面向時空隨機請求的羣智物流研究，國家自然科學項目（青年），2017-2019
  5. 面向智能移動出行的二元空間多源數據分析方法研究，重慶市自然科學項目（面上），2018-2021
  6. 大數據時代下的羣智物流研究，重慶市自然科學項目（面上），2015-2017 [1] 
  7. xxx感算控一體化系統，173重點項目（課題），2022-2025 [3] 
  8. 複雜移動行為智能感知系統，優秀青年科學基金項目，2024-2026 [3] 

陳超學術論文

24. Jie Zhao, Chao Chen*, et al. 2F-TP: Learning Flexible Spatiotemporal Dependency for Flexible Traffic Prediction. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022. [3] 
23. Chenxi Liu, Chao-Xiong Chen, Chao Chen*. META: A City-wide Taxi Repositioning Framework based on Multi-Agent Reinforcement Learning. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2021. [3] 
22. Chao Chen, Qiang Liu, et al. semi-Traj2Graph: Identifying Fine-Grained Driving Style with GPS Trajectory Data via Multi-task Learning. IEEE Transactions on Big Data (TBD), 2021. [3] 
21. Chengwu Liao, Chao Chen*, et al. Taxi-Passenger’s Destination Prediction via GPS Embedding and Attention-based BiLSTM Model. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2021. [3] 
20. Suiming Guo, Chao Chen*, et al. A Force-directed Approach to Seeking Route Recommendation in Ride-on-demand Service Using Multi-source Urban Data. IEEE Transactions on Mobile Computing (TMC), 2021. [3] 
19. Chao Chen, Yan Ding, Suiming Guo, Yasha Wang. DAVT: An Error-Bounded Vehicle Trajectory Data Representation and Compression Framework. IEEE Transactions on Vehicular Technology (TVT), 69(10):10606-10618, 2020. [3] 
18. Chao Chen, Sen Yang, Yasha Wang, Bin Guo, Daqing Zhang. CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries. IEEE Transactions on Big Data (TBD), 2020. (Featured by IEEE Spectrum ) [3] 
17. Suiming Guo, Chao Chen*, et al. A Force-directed Approach to Seeking Route Recommendation in Ride-on-demand Service Using Multi-source Urban Data. IEEE Transactions on Mobile Computing (TMC), 2020. (CCF-A) [3] 
16. Chao Chen, Yan Ding, Suiming Guo, Yasha Wang. DAVT: An Error-Bounded Vehicle Trajectory Data Representation and Compression Framework. IEEE Transactions on Vehicular Technology (TVT), 69(10):10606-10618, 2020. [3] 
15. Chao Chen, Sen Yang, Yasha Wang, Bin Guo, Daqing Zhang. CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries. IEEE Transactions on Big Data (TBD), 2020. (Featured by IEEE Spectrum ) [3] 
14. Suiming Guo, Chao Chen*, et al. ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-Demand Service Using Multi-Source Urban Data. IEEE Transactions on Mobile Computing (TMC), 19 (9): 2202-2220, 2020. (CCF-A)
13.Chao Chen, Yan Ding, et al. TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 21(5):2012-2028, 2020. (Highly Cited Paper) (CCF-B)
12.Chao Chen, Yan Ding, et al.VTracer: When Online Vehicle Trajectory Compression Meets Mobile Edge Computing.IEEE Systems Journal, 2019.
11. Suiming Guo,Chao Chen, et al.ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-Demand Service Using Multi-Source Urban Data.IEEE Transactions on Mobile Computing, 2019.(CCF-A)
10.Chao Chen, Zhu Wang and Daqing Zhang.Sending More with Less: Crowdsourcing Integrated Transportation as a New Form of Citywide Passenger-Package Delivery System.IT Professional, 2019.
9.Chao Chen, Yan Ding, et al.TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change.IEEE Transactions on Intelligent Transportation Systems (T-ITS),2019, to appear.(CCF-B)
8.Chao Chen, Shuhai Jiao, et al.TripImputor: Real-time Imputing Taxi Trip Purpose Leveraging Multi-sourced Urban Data.IEEE Transactions on Intelligent Transportation Systems (T-ITS),19(10):3292-3304, 2018. (online,Highly Cited Paper)(CCF-B)
7.Chao Chen, Xia Chen, Leye Wang, Xiaojuan Ma, Zhu Wang, Kai Liu, Bin Guo and Zhen Zhou.MA-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-generated Digital Footprints.IEEE Transactions on Vehicular Technology (TVT), 66(7):5723-5736, 2017.(CCF-B)
6.Chao Chen, Daqing Zhang, Xiaojuan Ma, Bin Guo, Leye Wang, Yasha Wang and Edwin Sha.CrowdDeliver: Planning City-wide Package Delivery Paths Leveraging the Crowds of Taxis.IEEE Transactions on Intelligent Transportation Systems (T-ITS),18(6): 1478-1496, 2017. (Featured by IEEE Spectrum)(CCF-B)
5.Chao Chen, Daqing Zhang, Bin Guo, Xiaojuan Ma, Gang Pan and Zhaohui Wu.TripPlanner: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints.IEEE Transactions on Intelligent Transportation Systems(T-ITS), 16(3): 1259–1273, 2015.(CCF-B)
4.Chao Chen, Daqing Zhang, Nan Li, Zhi-Hua Zhou.B-Planner: Planning Bidirectional Night Bus Routes Using Large-scale Taxi GPS Traces.IEEE Transactions on Intelligent Transportation Systems(T-ITS), 15(4):1451 - 1465, 2014.(CCF-B)
3.Chao Chen, Daqing Zhang, Pablo S. Castro, Nan Li, Lin Sun, Shijian Li and Zonghui Wang.iBOAT: Isolation-based On-line Anomalous Trajectory Detection.IEEE Transactions on Intelligent Transportation Systems(T-ITS), 14(2): 806-818, 2013.(CCF-B)
2. Pablo S. Castro, Daqing Zhang,Chao Chen, Shijian Li and Gang Pan.From Taxi GPS Traces to Social and Community Dynamics: A Survey.ACM Computing Surveys(CSUR), 17:1-17:34, 2013.
1. Daqing Zhang, Lin Sun, Bin Li,Chao Chen*, Gang Pan, Shijian Li and Zhaohui Wu.Understanding Taxi Service Strategies from Taxi GPS Traces.IEEE Transactions on Intelligent Transportation Systems(T-ITS), 16 (1): 123 - 135, 2015.(CCF-B)
Selected Conference Papers
10. Suiming Guo*,Chao Chen*, Yaxiao Liu, Ke Xu, Daqing Zhang and Dah-Ming Chiu.A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-Demand Services Leveraging Multi-source Urban Data.Proceedings on the ACM (PACM) on Interactive Mobile, Wearable and Ubiquitous Technoligies (IMWUT, UbiComp'18), 2018. (the first two authors contributed equally)(CCF-A)
9. Suiming Guo,Chao Chen*, Yaxiao Liu, Ke Xu, Dah-Ming Chiu.Modelling Passengers' Reaction to Dynamic Prices in Ride-on-demand Services: A Search for the Best Fare.Proceedings on the ACM (PACM) on Interactive Mobile, Wearable and Ubiquitous Technoligies (IMWUT, UbiComp'18), 2018.(CCF-A)
8. Suiming Guo,Chao Chen*, Yaxiao Liu, Ke Xu, Dah-Ming Chiu. It Can be Cheaper: Using Price Prediction to Obtain Better Prices from Dynamic Pricing in Ride-on-demand Services.EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous'17), Melbourne, Australia, 2017.
7.Chao Chen,Yan Ding, Shu Zhang, Bin Guo, Zhiwen Yu and Yasha Wang.GreenPlanner: Planning Personalized Fuel-efficient Driving Routes using Multi-sourced Urban Data.IEEE International Conference on Pervasive Computing and Communications (PerCom’17), Hawaii, USA, 2017.(CCF-B)
6. Leye Wang, Daqing Zhang, Animash Pathak,Chao Chen, Haoyi Xiong, Dingqi Yang, and Yasha Wang.CCS-TA: Quality-Guaranteed Online Task Allocation in Compressive CrowdSensing.Proc. of UbiComp'15,Osaka, Japan, 2015.(CCF-A)
5. Longbiao Chen, Daqing Zhang, Gang Pan, Leye Wang, Xiaojuan Ma,Chao Chenand Shijian Li.Container Throughput Estimation Leveraging Ship GPS Traces and Open Data.Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’14), Seattle, US, 2014.(CCF-A)
4.Chao Chen, Daqing Zhang, Zhi-Hua Zhou, Nan Li, Tulin Atmaca and Shijian Li.B-Planner: Night Bus Route Planning using Large-scale Taxi GPS Traces.Proceedings of the 11th IEEE International Conference on Pervasive Computing and Communications (PerCom'13), San Diego, USA, 2013.(CCF-B)
3.Chao Chen, Daqing Zhang, Pablo S. Castro, Nan Li, Lin Sun, and Shijian Li.Real-time Detection of Anomalous Taxi Trajectories from GPS Traces.Proceedingsof the 8th Annual International ICST Conference on Mobile and Ubiquitous System (MobiQuitous'11), Copenhagen, Denmark, 2011.[Best Paper Runner-Up Award]
2. Daqing Zhang, Nan Li, Zhi-Hua Zhou,Chao Chen, Lin Sun and Shijian Li.iBAT: Detecting Anomalous Taxi Trajectories from GPS Traces.Proceedings of the 13th ACM International Conference on Ubiquitous Computing (UbiComp'11), Beijing, China, 2011.(CCF-A)
1. Bin Li, Daqing Zhang, Lin Sun,Chao Chen, Guande Qi, Shijian Li and Qiang Yang.Hunting or Waiting? Discovering Passenger-Finding Strategies from a Large-scale Real-world Taxi Dataset.Workshop of Proceedings of the 9th IEEEInternational Conference on Pervasive Computing and Communications(PerCom’11), Seattle, USA,2011. (Featured by IEEE Spectrum)(CCF-B) [1] 
參考資料