Laboratory Introduction (Department of Industraial and Engineering)

We pursue "engineering" with a multifaceted perspective, targeting real-world problems and building new systems using cutting-edge theories to realize the ideal form for any organization.

LABORATORY LIST ​ ​Research themes and contents

Teacher Name Research Topics
Noritomo Ouchi
■Research into corporate and technology strategies
■ Research into the spread of products and services
■ Research on value co-creation
Takashi Onoda
■ Research into anomaly detection using machine learning
■Research into equipment diagnosis and remaining life estimation using machine learning
Satoshi Kumagai
■ Research into methods for evaluating the profitability of business models
■Research into corporate value models using financial information
Yosuke Kurihara
■Research into application systems of sensors and measurement technologies
■Research into time series data processing technology
■ Construction of systems for evaluating medical information, nursing care support, motor function, brain function, etc.
Kazuhiro Kobayashi
■ Software development and performance evaluation of mathematical optimization algorithms
■ Research into efficient methods for generating operation schedules for ships and delivery vehicles
Fumiaki Saitoh
■ Research on data-driven marketing
■ Research into knowledge extraction from customer information
■ Basic research into behavior acquisition for autonomous AI
Chin Sung Shao
■Research into various game-theoretic models related to building cooperative relationships
■ Research into various combination optimizations, including networks, production management, and personnel and resource allocation
■Various research projects related to the design and implementation of efficient algorithms
Toshiyuki Matsumoto
■Development of improvement technologies in actual companies
■Research into educational systems for industrial engineering using games
Hajime Mizuyama
■Modeling and supporting decision-making by production system operators
■Agent-based modeling and institutional design for multi-subject collaborative systems
■ Theoretical construction of collective intelligence mechanisms and their industrial applications

RESEARCH THEMES ​ ​Examples of student research topics

  • Tsunami evacuation planning model using linear programming
  • Analysis of food waste in the milk supply chain using consumer-to-consumer evolutionary games
  • A consideration of the challenges facing Japan in the research and development of artificial intelligence technology: Empirical research based on analysis of papers and patent data
  • Development of AI-based cyber attack detection methods
  • Sales strategy focusing on simultaneous purchase information from POS data: Proposing set products using K-nearest neighbor method
  • Development of an unconstrained auscultation device for sleep by increasing the sensitivity of resonance characteristics in the cardiac region to detect abnormal heart sounds
  • Devising an effective training method for managerial duties for the Aoyama Gakuin University Ekiden Team
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