1st International Workshop on Prediction of Human Mobility
Tuesday November 7, 2017
8:00 am 9:00 am Breakfast
Session 1
Session Chair: Akihito Sudo
9:20 am 9:30 am
Welcome and announcements
9:30 am 10:30 am Keynote talk 1:
“Prediction of mass people movement from agent model and observation data”
Yoshihide Sekimoto, Associate Professor, University of Tokyo*
Takahiro Yabe, Purdue University
*The speaker has been changed due to the circumstances of his family. However, the contents of the keynote speech remains the same.
10:30 am 11:00 am
Coffee break
Session 2
Session Chair: Yoshihide Sekimoto Akihito Sudo
11:00 am 11:30 am
“The impact of MTUP to explore online trajectories for human mobility studies”
Xinyi Liu, University of Wisconsin-Madison
Qunying Huang, University of Wisconsin-Madison
Zhenlong Li, University of South Carolina
Meiliu Wu, University of Wisconsin-Madison
11:30 am 12:00 pm
“Spatial-Data-Driven Student Characterization in Higher Education”
Joon Heo, Yonsei University
Kyong-Mee Chung, Yonsei University
Sanghyun Yoon, Yonsei University
Sung Bum Yun, Yonsei University
Jong Won Ma, Yonsei University
Sungha Ju, Yonsei University
12:00 pm 1:30 pm
Lunch (not provided)
Session 3
Session Chair: Takahiro Yabe
1:30 pm 2:30 am
Keynote talk 2: “Modeling and prediction of urban dynamics using large scale location dataset in Japan”
Kota Tsubouchi, Yahoo Japan Corporation
2:30 pm 3:00 pm “Extracting Human Mobility Data from Geo-tagged Photos”
Priit Jarv, Tallinn University of Technology
3:00 pm 3:30 pm “Predicting Indoor Crowd Density using Column-Structured Deep Neural Network”
Akihito Sudo, Shizuoka University
Tech-Hou Teng, Singapore Management University
Hoong Chuin Lau, Singapore Management University
Yoshihide Sekimoto, University of Tokyo
3:30 pm 4:00 pm
Coffee break
Session 4
Session Chair: Akihito Sudo
4:00 pm 4:30 pm
“SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis”
Xiliang Liu, Institute of Geographic Sciences and Natural Resources Research
Kang Liu, Institute of Geographic Sciences and Natural Resources Research
Mingxiao Li, Institute of Geographic Sciences and Natural Resources Research
Feng Lu, Institute of Geographic Sciences and Natural Resources Research
Mengdi Liao, Shandong University of Science and Technology
Ren Yang, Shandong University of Science and Technology
4:30 pm 5:00 pm
“Modeling and reproducing human daily travel behavior from GPS data: A Markov Decision Process approach”
Yanbo Pang, University of Tokyo
Kota Tsubouchi, Yahoo! Japan Cooperation
Takahiro Yabe, University of Tokyo
Yoshihide Sekimoto, University of Tokyo
5:00 pm 5:30 pm
“Vision Paper: Using Volunteered Geographic Information to Improve Mobility Prediction”
Dominik Bucher, ETH Zurich