Univ. Tokyo BinN Studies Unit > Seminar > 2021 >The 20th Summer course
The 20th Summer course
Program
We, BinN Studies Unit at The University of Tokyo, have been learning about behavior model, from basics to applications. During this summer (Sep. 2021), we are organizing a special seminar. This series of 4 days lectures and exercises will be an insight in Model Estimation. This annual event has been held since 2002 and this is the 20th time. People from all around Japan, including from Univ. Kyoto, Univ. Nagoya, Univ. Hiroshima and etc., will be meeting together. They major in Civil Engineering, Urban Planning ,and Architecture. Vigorous front-line researchers will be instructing you in methods of parameter estimation and probabilistic decision making model. Contents of this upcoming camp are as follows. Looking forward to seeing you in September.
1. Outstanding researchers will show you the case studies on demand estimations of location choice, route choice, and transportation mode choice used in the fields of: Civil planning, Urban planning, and Transportation planning.
2. You will learn the brand new methods of individual behavior survey like Probe Person, and think about how to apply it practically in real world such as: Redistribution of Road Usage, Tourism Planning, Renewal of City Central Area, and Marketing optimization.
3. You will have practices and presentations. Students will be divided into groups and do exercise in programming and modeling. After an extremely hard training, each group will make presentation showing how you have mastered BEHAVIOR MODEL.
4. Post-conference party will be held. Please feel free to join our party and enjoy conversations with other students and Teachers. It is interesting to share your ideas with those who have common interests. These conversations will enhance your intellectual curiosity.
Lecturers
| Arnab Jana | IIT Bombay | |
|---|---|---|
| Daisuke FUKUDA | The University of Tokyo | |
| Eiji HATO | The University of Tokyo | |
| Giancarlos Troncoso Parady | The University of Tokyo | |
| Hideki YAGINUMA | Tokyo University of Science | |
| Kay Axhausen | ETH Zürich | |
| Kazumasa OZAWA | The University of Tokyo | |
| Koji WATANABE | Technical Deputy Director, MLIT, City Bureau | |
| Kuniaki SASAKI | Waseda University | |
| Makoto CHIKARAISHI | Hiroshima University | |
| Masahiro INTO | Managing Director, Shimizu Co. Ltd. | |
| Nobuyuki KUGE | Manager, Nissan Research Center | |
| Risa KOBAYASHI | The University of Tokyo | |
| Shafique Muhammad Awais | CIMNE | |
| Shinya KURAUCHI | Ehime University | |
| Shunsuke KATSUTA | The University of Tokyo | |
| Takamasa IRYO | Tohoku University・The University of Tokyo | |
| Takanori SAKAI | Tokyo University of Marine Science and Technology | |
| Takashi FUSE | The University of Tokyo | |
| Takuya MARUYAMA | Kumamoto University | |
| Tomonori HIGASHI | Director, MLIT, City Bureau, City Planning Survey and Information Office | |
| Toru SEO | Tokyo Institute of Technology | |
| Toshiyuki YAMAMOTO | Nagoya University | |
| Yasuo ASAKURA | Tokyo Institute of Technology | |
| Yasushi ASAMI | The University of Tokyo | |
| Yohei HARADA | Assistant Manager, MLIT, Road Bureau, Performance Management Office | |
| Yuki OYAMA | Shibaura Institute of Technology | |
| Yusuke HARA | Tohoku University |
Application Form
Please fill in the form if you would like to participate.
Participation fee: free
Registration Deadlines： August 16(Monday)18:00(JST)
Deadlines： August 30(Monday)18:00(JST) ※In case you participate only in lecture.
Previous seminars
You can see the photos and final products of previous seminars.
19th seminar （2020. 9.12-15)
18th seminar （2019. 9.21-23)
17th seminar （2018. 9.14-16)
Schedule
Date ： 15-19th, September 2021
Place： Online
9/15 (Wed) ※Mainly in English
Summer Course for International Students: Sensored City and Urban Planning
Outline：Metastasizing cities in the midst of crisis. The Irish Potato Famine, once called the "Great Famine," triggered a major urban transition that divided the ages. After the Great East Japan Earthquake and COVID-19, how are Japanese cities going to change now? In our summer school, planners, engineers and researchers will give lectures on advanced practices of cities around Japan for social implementation of sensing technology and urban transition. The lectures will consist of fundamentals and applications. We will learn about advanced sensing technologies for urban flows, from image processing and laser radar to autonomous driving. We will also hear an overview of smart cities in progress in an attractive group of cities in Japan, and learn about advanced urban management practices in various regions. We have prepared tutorials by experts in the field and keynote lectures by leading experts, as well as practical attempts at urban transition, such as the autonomous driving project and the Busta project in Fukushima reconstruction. This is an opportunity to learn more about Japanese smart cities. We hope you will join us.
| 8:45- | Connection test | |
|---|---|---|
| 9:00-9:15 | Introduction Eiji HATO（UTokyo）/Koji WATANABE（Technical Deputy Director, MLIT, City Bureau） | |
| 9:15-10:00 | Keynote Research Talk 1 1. Urban Transition in Crisis, Shunsuke KATSUTA（UTokyo） 2. Current Trends in Measurement Technology and its Application, Takashi FUSE（UTokyo） | |
| 10:00-10:30 | Break | |
| 10:30-12:00 | Leading Edge of Sensing Daisuke FUKUDA（UTokyo） 1. Face Recognition（NEC） 2. LIDAR（IHI） 3. Fukushima Recovery Planning with Automatic Driving, Nobuyuki KUGE（Manager, Nissan Research Center） | |
| 12:00-13:00 | Break | |
| 13:00-14:45 | Development of Smart Cities Yusuke HARA（Tohoku University） 1. Smart Cities in Japan, Tomonori HIGASHI（Director, MLIT, City Bureau, City Planning Survey and Information Office） 2. Kashiwanoha Smart City（Mitsui Fudosan Co. Ltd.） 3. Dai-Maru-Yu Smart Citiy（Mitsubishi Estate） 4. Busta Project and Autonomous Vehicles, Yohei HARADA（Assistant Manager, MLIT, Road Bureau, Performance Management Office） 5. JR East's Open Innovation with AI（East Japan Railway Co.） | |
| 14:45-15:00 | Break | |
| 15:00-17:00 | Keynote LectureEiji Hato（UTokyo） 1. Cities and Information, Yasushi ASAMI（UTokyo） 2. Digital Twin and City Construction, Masahiro INTO（Managing Director, Shimizu Co. Ltd.） | |
| 17:00-17:15 | Break | |
| 17:15-17:45 | Certificate Presentation Kazumasa Ozawa（UTokyo） | |
エスキース
| 13:00-16:00 | Esquis Divide into two rooms and do 30 minutes per group.(Free room) | |
|---|---|---|
9/16 (Thu)
| All Day | Estimation(Group work) Esquis for 30 minutes per group.(Free room) | |
|---|---|---|
9/17 (Fri) ※Mainly in English
Summer School of Behaviour in Netwoeks Modelling: Next Generration of Behavioral Modelling with Machine Learning
| 10:30-12:00 | Special Lecture:Monitoring and Analysis of Behaviour in NetworksYasuo ASAKURA（Tokyo Institute of Technology）※In Japanese | |
|---|---|---|
| 12:00-13:00 | Break | |
| 13:00-14:00 | Chapter1: Basics of Behavioral Modelling and Logistics 0. Intrpduction, Eiji HATO（UTokyo） 1. Basics of Behavior Models, Arnab Jana（IIT Bombay） 2. Statistical Test for Advanced Behavior Modelling, Giancarlos Troncoso Parady（UTokyo） | |
| 14:00-14:15 | Break | |
| 14:15-15:45 | Chapter2: Machine Learning and Behavior Modelling with Big Data 1. Machine Learning for Behavior Model, Hideki YAGINUMA（Tokyo Univerisity of Science） 2. Behavioral Models Based on Weak Learners Using Multiple Sensors, Shafique Muhammad Awais（CIMNE） 3. LSTM and RNN for day-to-day Panel Data, Makoto CHIKARAISHI（Hiroshima University） | |
| 15:45-16:00 | Break | |
| 16:00-17:00 | Chapter3: Behavior in Networks and Design 1. Reinforcement Learning and Network Design, Yuki OYAMA（Shibaura Institute of Techonology） 2. Behavior Mechanism Design, Yusuke HARA（Tohoku University） | |
| 17:15-19:15 | Pre-exercise Presentation Esquis for 30 minutes per group. | |
9/18 (Sat) ※Morning mainly in Japanese, afternoon mainly in English
| 8:30-10:00 | Chapter4 1. Basics of Behavioral Modeling, Shinya KURAUCHI（Ehime Univ.） 2. Basics of Network Model, Takamasa IRYO（UTokyo・Tohoku Univ.） 3. Basics of Estimation, Kuniaki SASAKI（Waseda Univ.） | |
|---|---|---|
| 10:00-10:30 | Break | |
| 10:30-12:00 | Chapter5 1. Traffic Flow Modeling Study, Toru SEO（Tokyo Institute of Technology） 2. Current Research on Behavioral Model, Toshiyuki YAMAMOTO（Nagoya Univ.） 3. New Network Model Research, Takuya MARUYAMA（Kumamoto Univ.） | |
| 12:15-13:00 | Break | |
| 13:00-14:00 | Description of the data code | |
| 15:00-16:00 | Inbited Session ※In English 1. Agent based Freight simulation, Takanori SAKAI（Tokyo Univ. of Marine Science and Technology） 2. Microscopic interaction modeling between land own-travel behaviror, Risa KOBAYASHI（UTokyo） | |
| 16:00-17:30 | Behavior Models with Big Data Prof. Kay Axhausen（ETH Zürich）※In English | |
| 17:45-19:45 | Estimation(Group work) Esquis for 30 minutes per group. | |
9/19 (Sun)
| Morning | Estimation Esquis for 30 minutes per group.(Free room) | ||
|---|---|---|---|
| 13:00-14:00 | BinN Young Prize CeremonyPresenter:Daisuke FUKUDA(UTokyo) | ||
| 14:00-17:30 | Presentation Commendation ceremony | ||
| 17:30-19:30 | After Party Laboratory introduction | ||
Contact Us
email: bmss at bin.t.u-tokyo.ac.jp (replace at with @)
