Advanced Topics in Socio-economic Sciences I

Semester:	Autumn semester
Credit:	2 - 0 - 0
Instructor:	Prof. Hiroshi Deguchi et al. (Lecture of omnubus style)
Day & Period:	Monday, Period 1-2
Room:	Suzukakedai Campus, G3 Buliding, Room G311
Contact:	isao [at] dis [dot] titech [dot] ac [dot] jp

Objective of the lecture

  The objective of this course is to introduce basic concepts and computational methodologies in socio-economic sciences which are developing in the current frontiers of research on computational intelligence and systems science in conjunction with their application examples. Topics are chosen from agent-based modeling, game theory, computational intelligence, artificial markets and etc.

Plan of the lecture

Group 1
Session 1 (05/Oct./2015):	"Agent-Based Modeling for Social Complex Systems (1)" by Prof. Takao Terano
Session 2 (19/Oct./2015):	"Agent-Based Modeling for Social Complex Systems (2)" by Prof. Takao Terano
Session 3 (26/Oct./2015):	"Machine Learning Fundamentals for Predictive Analytics" by Prof. Irvan Mhd
Session 4 (02/Nov./2015):	"Data Science Roles in Social Network Analysis" by Prof. Irvan Mhd
Session 5 (09/Nov./2015):	(day for report writing)
Group 2
Session 6 (16/Nov./2015):	"Application of Social Modeling and Simulation in Public Health Preparedness (1) " by Prof. Tomoya Saitoh
Session 7 (30/Nov./2015):	"Application of simulation models on public health problems. part1" by Prof. Yasuhiro Kanatani
Session 8 (07/Dec./2015):	"Application of Social Modeling and Simulation in Public Health Preparedness (2) " by Prof. Tomoya Saitoh
Session 9 (14/Dec./2015):	"Application of simulation models on public health problems. part2" by Prof. Yasuhiro Kanatani
Session 10 (21/Dec./2015):	(day for report writing)
Group 3
Session 11 (04/Jan./2016):	"An introduction to system simulation for the social scientist" by Prof. Chang Shuang
Session 12 (12/Jan./2016 (Tue.)):	"The application of agent-based simulation for disaster management" by Prof. Chang Shuang
Session 13 (18/Jan./2016):	"IoE(internet of Everything) and Real World Operating System - Its methodology and Architecture Design (1)" by Prof. Hiroshi Deguchi
Session 14 (25/Jan./2016):	"IoE(internet of Everything) and Real World Operating System - Its methodology and Architecture Design (2)" by Prof. Hiroshi Deguchi
Session 15 (01/Feb./2016):	(day for report writing)

For credit

  After every four lectures, writing a short report is required in the lecture time. Submission of the reports is necessary for earning credit.