Chao Chen

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Chao Chen

Full Professor, College of Computer Science, Chongqing University

E-mail: ivanchao.chen@gmail.com/cschaochen@cqu.edu.cn
Address: No. 174 Shazhengjie, Shapingba, Chongqing, 400044, China
CV: [English] [Chinese]

I am a full professor at College of Computer Science, Chongqing University, Chongqing, China. I obtained Ph.D. degree from Pierre and Marie Curie University and Institut Mines-Télécom/Télécom SudParis, France in 2014. I received the B.Sc. and M.Sc. degrees in Control Science and Control Engineering from Northwestern Polytechnical University, Xi’an, China, in 2007 and 2010, respectively. I got published over 50 papers including 10 ACM/IEEE Transactions. My work on taxi trajectory data mining was featured by IEEE Spectrum in 2011 and 2016 respectively. I was the recipient of the Best Paper Runner-Up Award at MobiQuitous 2011.

Publication

Citations > 100

  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.

Selected Journal Articles

  1. 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.
  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.

Selected Conference Papers

  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)