AI-Biz2017

International Workshop: AI-Biz2017

November 14, 2017, 9:00 - 16:35
Graduate School of Business Sciences, University of Tsukuba
3-29-1 Otsuka, Bunkyo-ku, Tokyo, 112-0012, Japan
http://www.gssm.otsuka.tsukuba.ac.jp/english/access.html

Aims and Scope

The objective of this workshop is to foster the concepts and techniques of“Business Intelligence (BI).” in Artificial Intelligence. BI should include such cutting-edge techniques as data science, agent-based modelling, complex adaptive systems, and IoT. The application areas include but not limited to business management, finance engineering, service sciences, manufacturing engineering, and so on.

The basic idea of BI would enhance the capabilities of conventional techniques in business domain, however, so far, we have not discussed BI concepts deeply in artificial intelligence literature. We would like to focus on BI topics to the issues of firms and organizations for getting more benefits on interactions with human- and computer- mixed systems.

The main purpose of this workshop is to provide a forum to discuss important research questions and practical challenges in Business Intelligence, Business Informatics, Data Analysis and Agent-based Modelling to exchange latest results, to join efforts in solving the common challenges. It is also to establish an effective communication between researchers and developers involved in the both areas. The workshop will provide opportunities for the participants to exchange new ideas and experiences to establish research or business network and to find global partners for future collaboration.

Program

November 14, 2017, 9:00 - 16:35
Meeting room (119)
Graduate School of Business Sciences, University of Tsukuba
http://www.gssm.otsuka.tsukuba.ac.jp/english/access.html

9:00 - 9:10

Opening session
Prof. Takao Terano (Tokyo Institute of Technology)

Session 1. 9:10-10:20: Chair Hiroshi Takahashi (Keio University)

9:10 - 9:35(L)

Analyzing the influence of news articles on Korean stock market with high frequency trading data
Sungjae Yoon*, Aiko Suge*, Hiroshi Takahashi*
*Keio University

9:35 - 10:00(L)

Developing an Input-Output Table Generation Algorithm from a Large Scale Company Database in Japan: How to Deal with Ambiguous Export and Import Information
Ohsato Takaya*, Hiroshi Deguchi*, Kaya Akagi*
*Tokyo Institute of Technology

10:00 - 10:20(S)

Classification of simulation results using log clusters in agent simulation
Yuji Tanaka*, Takamasa Kikuchi**, Masaaki Kunigami*, Takashi Yamada***, Hiroshi Takahashi**, Takao Terano*
*Tokyo Institute of Technology, **Keio University, ***Yamaguchi University

10:20 -10:40 Coffee Break


10:40 - 11:00(S)

Factors that OLMAR method can obtain excess return
Kazunori Umino*, Takamasa Kikuchi**, Masaaki Kunigami*, Takashi Yamada***, Takao Terano*
*Tokyo Institute of Technology, **Keio University, ***Yamaguchi University

Invited Talk: Chair Prof. Takao Terano (Tokyo Institute of Technology)

11:00 - 12:00

Kiyota Hashimoto, D.Eng
Prince of Songkla University Phuket Campus, Thailand
Deep learning and South-East Asian Issues
Link

12:00 -13:30 Lunch


Session 2. 13:30 - 15:00: Chair Setsuya Kurahashi (University of Tsukuba)
13:30 - 13:55(L)

Opinion Leaders and Perception of Farmers in an Agent-based Model of Innovation Adoption Behavior
Albert Yosua*, Shuang Chang*, Hiroshi Deguchi*
*Tokyo Institute of Technology

13:55 - 14:20(L)

Stock Price Prediction using k*-Nearest Neighbors and Indexing Dynamic Time Warping
Kei Nakagawa* **, Mitsuyoshi Imamura*, Kenichi Yoshida*
*Nikko Global Wrap Ltd, **University of Tsukuba

14:20 - 14:40(S)

A Design for DMO based visitor relationship and experience management
Kenichiro Komori*, Hiroshi Deguchi*, Shuang Chang*
*Tokyo Institute of Technology

14:40 - 15:00(S)

A Study on Clustering of Technological Fields through Patent Analyses with Link Mining
Masashi Shibata*, Masakazu Takahashi*
Yamaguchi University*

15:00 -15:20 Coffee Break


Session 3. 15:20 - 16:35: Chair Masakazu Takahashi(Yamaguchi Univrsity)
15:20 - 15:45(L)

Characteristic Analysis of Medical Insurance Market Using Model Parameter Estimation based on Bayesian Network
Ren Suzuki*, Yoko Ishino**, Shingo Takahashi*
*Waseda University, **Yamaguchi University

15:45 - 16:10(L)

Evaluation of Signage System in Large Public Facility Using Agent's View
Eriko Shimada*, Shohei Yamane**, Kotaro Ohori**, Hiroaki Yamada**, Shingo Takahashi*
*Waseda University, **Fujitsu Laboratories LTD.

16:10 - 16:35(L)

Agent-Based Urban Simulation to Analyze the Effects of Street Attractiveness and Tramway
*Hideyuki Nagai, *Setsuya Kurahashi
*University of Tsukuba

16:35
Closing

Important Dates

Submission Deadline: September 7, 2017 (extended!)
Notification: September 30, 2017
Camera-ready due: October 18, 2017
Deadline for Early registration : October 31, 2017
Workshop: One day in November 13-15, 2017

Submissions

Papers must be prepared according to the Springer LNCS/LNAI format. The page limit is 14 pages, including figures and bibliography.
Selected papers will be published as a post-proceedings via Springer Verlag LNAI after the second round of review after the workshop.
Please ensure that your paper fully complies with the LNAI format.
Guidelines for the LNAI format
http://www.springer.com/computer/lncs?SGWID=0-164-6-793341-0
LNCS/LNAI style files
ftp://ftp.springer.de/pub/tex/latex/llncs/latex2e/llncs2e.zip
Submission and review of papers for AI-Biz2017 is managed via EasyChair:
www.easychair.org/conferences/?conf=aibiz2017

Registration

Please register the workshop at registration page of JSAI International Symposia on AI 2017.

Topics

The topics include but not limited to:

Data Mining, Text Mining and Data Analysis

Empirical Analysis on Managerial Decision Making

Agent-Based Computational Economics & Finance

Agent-Based Game, Serious Game and Business Game

Agent Based Economics

Agent Based Policy Making

Gaming Simulation on Social and Business Problems

Issues and Case Studies on Business and Finance Problems

Knowledge Management

Information Security

Collective Intelligence and Human Computation on Social Problems

Participatory Design and Simulation on Social Problems

Simulators for Macroeconomic Policy

Valuation and Asset Pricing

Corporate Governance and Regulation

Discrete Choice Models in Economics and Management Sciences

Emergence and Dynamics of Norms and Conventions

Financial Market models and Auction

Dynamics of Complex, Social and Economic Networks

Complexity and Market Dynamics

Health and Infectious Diseases

Power Market and Consumer Market Analysis

Micro Service Orchestration

IoT, IoE for Business Process Innovation

Environmental Accounting

Multi Dimensional Accounting

Private Finance Initiative

Disaster Management

Real World Operating System

ORGANIZING COMMITTEE

Workshop Chair

Takao Terano (Tokyo Institute of Technology)

Hiroshi Takahashi (Keio University)

Setsuya Kurahashi (University of Tsukuba)

Steering Committee Members

Hiroshi Deguchi (Tokyo Institute of Technology)

Reiko Hishiyama (Waseda University)

Manabu Ichikawa (National Institute of Public Health)

Yoko Ishino (Yamaguchi University)

Hajime Kita (Kyoto University)

Hajime Mizuyama (Aoyama Gakuin University)

Masakazu Takahashi (Yamaguchi University)

Shingo Takahashi (Waseda University)

Takashi Yamada (Yamaguchi University)