The Institute of Scientific and Industrial Research, Osaka University

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HOME > Research Introduction > Division of Information and Quantum Sciences > Department of Architecture for Intelligence

Department of Architecture for Intelligence

Staff

  • Photo
    Prof.
    M. NUMAO
  • Photo
    Assoc. Prof.
    K.FUKUI

Content of research

As Information Technology spreads out, people are now beginning to feel stressed, and tend to be disturbed by flood of information, such as spam mails. Since these are due to lack of flexibility of current computer systems and their interfaces, this department proposes to develop an adaptive computer that learns from its environment. Psychological experiments and advanced machine learning technologies enable us to develop a highly adaptive user-friendly interface to information systems.

Current Research Programs

  1. 1. Machine Learning
  2. 2. Inductive Logic Programming
  3. 3. Multi-Agent Learning
  4. 4. Constructive Adaptive User Interfaces
  5. 5. Visualization
  6. 6. Intelligent Ubiquitous Sensor-Networks

Figure / Graph

  • Fig.1
    Constructive Adaptive User Interfaces (CAUI*)

VIDEO INTRODUCTION

The Institute of Scientific and Industrial Research, Osaka University

contact home japanese
HOME > Research Introduction > Division of Information and Quantum Sciences > Department of Architecture for Intelligence

Department of Architecture for Intelligence

Staff

  • Photo
    Prof.
    M. NUMAO
  • Photo
    Assoc. Prof.
    K.FUKUI

Content of research

As Information Technology spreads out, people are now beginning to feel stressed, and tend to be disturbed by flood of information, such as spam mails. Since these are due to lack of flexibility of current computer systems and their interfaces, this department proposes to develop an adaptive computer that learns from its environment. Psychological experiments and advanced machine learning technologies enable us to develop a highly adaptive user-friendly interface to information systems.

Current Research Programs

  1. 1. Machine Learning
  2. 2. Inductive Logic Programming
  3. 3. Multi-Agent Learning
  4. 4. Constructive Adaptive User Interfaces
  5. 5. Visualization
  6. 6. Intelligent Ubiquitous Sensor-Networks

Figure / Graph

  • Fig.1
    Constructive Adaptive User Interfaces (CAUI*)

VIDEO INTRODUCTION