陈超

            

 

姓名: 陈超
职称: 教授/博导
研究方向: 普适计算,大数据挖掘,智慧城市
联系方式: cschaochen@cqu.edu.cn
重庆大学计算机学院个人主页
地址: 中国重庆沙坪坝区沙正街街道174号, 400044
简历: [English] [Chinese]

陈超于2010年9月前往法国巴黎第六大学(世界排名35)攻读博士学位。博士期间主要从事大数据挖掘以及在智慧城市相关的应用研究。2014年9月毕业后以副教授加盟重庆大学计算机学院,这是近几年来学院首次以副教授职称引进应届毕业生。

主要从事知识表示学习(Graph/Network Embeddings)、领域知识模型演化增长技术、人类活动行为建模 (Human Mobility Modelling)、时空轨迹数据可视化和压缩、群智感知技术及面向智慧城市应用的移动轨迹数据挖掘关键技术等研究。具体而言,主要结合政府公开数据、用户与信息物理世界交互产生的群智数据,研究数据挖掘、数据融合的关键技术,为解决智慧交通、城市安全、灾难救援等领域面临的经典难点问题提供新的途径与可能。已发表高水平SCI论文20余篇(包括10余篇ACM/IEEE Transactions),论文被国际知名会议(SIGMOD、IJCAI、UbiComp等)及世界公认的四大期刊之一的美国科学院院报(PNAS)引用,累积Google 学术引用已超过1450次。特别地,有关出租车轨迹数据挖掘的工作于2011年和2016年两度被IEEE Spectrum杂志报道,在国际上产生了较高的知名度。现主持国家级科研项目5项(国家自然科学基金青年项目和面上项目、科技部“云计算与大数据处理”专项重点研发计划等),省部级科研项目5项,中央高校基金项目3项。参与多个法国政府智慧城市、欧盟第七框架计划等国际合作项目。

团队目前计划招收博士研究生、硕士研究生。主要研究方向包括普适计算、城市大数据挖掘特别是城市时空轨迹数据挖掘、多源异构数据挖掘及信息融合、社会车联网等,具体研究包括智能旅行路线规划、智慧群智物流等(参考近三年发表文章)。在这里,我们提供国际领先的科研环境。本课题组与IBM、百度、阿里、滴滴等企业、微软亚洲研究院、法国Institut Mines-Telecom (iMT)、美国MIT等研究机构有广泛深入的合作,可推荐优秀毕业生前往国际著名高校攻读博士学位。希望申请的同学需具备一定相关专业背景知识和英文读写能力,且具备较强主动学习、思考和探索能力。请有意申请者发送简历至ivanchao.chen@gmail.com/cschaochen@cqu.edu.cn

论文列表

引用次数超过100次论文

  1. Daqing Zhang, Nan Li, Zhi-Hua Zhou, Chao Chen, Lin Sun and Shijian Li. iBAT: Detecting Anomalous Taxi Trajectories from GPS Traces. In: Proceedings of the 13th ACM International Conference on Ubiquitous Computing (UbiComp’11), Beijing, China, 2011.
  2. 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. In: Workshop of Proceedings of the 9th IEEEInternational Conference on Pervasive Computing and Communications(PerCom’11), Seattle, USA,2011. (Featured by IEEE Spectrum)
  3. Pablo S. Castro, Daqing Zhang, Chao Chen, Shijian Li and Gang Pan. From Taxi GPS Traces to Social and Community Dynamics: A Survey.In: ACM Computing Surveys (CSUR), 17:1-17:34, 2013.

主要期刊论文

  1. Chao Chen, Shuhai Jiao, Shu Zhang, Weichen Liu, Liang Feng, Yasha Wang. TripImputor: Real-Time Imputing Taxi Trip Purpose Leveraging Multi-Sourced Urban Data. IEEE Transactions on Intelligent Transportation Systems(T-ITS),PP(99):1-13, 2018.
  2. 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.
  3. 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)
  4. Chao Chen, Xia Chen, Zhu Wang, Yasha Wang, Daqing Zhang. ScenicPlanner: Planning Scenic Travel Routes Leveraging Heterogeneous User-generated Digital Footprints. Frontiers of Computer Science (FCS), 11(1): 61-74, 2017.
  5. Chao Chen, Shenle Pan, Zhu Wang and Ray. Y Zhong. Using Taxis to Collect City-wide E-commerce Reverse Flows: A Crowdsourcing Solution.International Journal of Production Research, 55(7): 1833-1844, 2017.
  6. Chao Chen, Zhu Wang and Bin Guo. The Road to the Chinese Smart City: Progress, Challenges and Future Directions.IT Professional (ITPro), 18(1): 14-17, 2016.
  7. 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.
  8. Chao Chen, Daqing Zhang, Nan Li, Zhi-Hua Zhou. B-Planner: Planning Bidirectional Night Bus Routes Using Large-scale Taxi GPS Traces. In: IEEE Transactions on Intelligent Transportation Systems (T-ITS), 15(4):1451 – 1465, 2014.
  9. Chao Chen, Daqing Zhang, Pablo S. Castro, Nan Li, Lin Sun, Shijian Li and Zonghui Wang. iBOAT: Isolation-based On-line Anomalous Trajectory Detection. In: IEEE Transactions on Intelligent Transportation Systems (T-ITS), 14(2): 806-818, 2013.
  10. 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.
  11. Mingming Zhang, Chao Chen, Tianyu Wo, Tao Xie, Md Zakirul Alam Bhuiyan and Xuelian Lin.SafeDrive: Online Driving Anomaly Detection from Large-scale Vehicle Data. IEEE Transactions on Industrial Informatics (TII),13(4): 2087-2096, 2017.
  12. Zhu Wang, Chao Chen, Bin Guo, Zhiwen Yu, Xingshe Zhou. Internet plus in China. IT Professional, 18 (3) :5-8, 2016.
  13. Bin Guo, Chao Chen, Daqing Zhang, Zhiwen Yu, Alvin Chin. Mobile crowd sensing and computing: when participatory sensing meets participatory social media. IEEE Communications Magazine, 54 (2) :131-137, 2016.
  14. Bin Guo, Chao Chen, Zhiwen Yu, Daqing Zhang, Xingshe Zhou. Building human-machine intelligence in mobile crowd sensing. IT Professional, 17 (3) :46-52, 2015.

主要会议论文

  1. 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. In: Proceedings on the ACM (PACM) on Interactive Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2017.
  2. 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. In: EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous’17), Melbourne, Australia, 2017.
  3. 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. In: IEEE International Conference on Pervasive Computing and Communications (PerCom’17), Hawaii, USA, 2017.
  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. In: Proceedings of the 11th IEEE International Conference on Pervasive Computing and Communications (PerCom’13), San Diego, USA, 2013.
  5. Chao Chen, Daqing Zhang, Pablo S. Castro, Nan Li, Lin Sun, and Shijian Li. Real-time Detection of Anomalous Taxi Trajectories from GPS Traces. In: Proceedingsof the 8th Annual International ICST Conference on Mobile and Ubiquitous System (MobiQuitous’11), Copenhagen, Denmark, 2011.(Best Paper Runner-Up Award)