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en:projects-1a

Research Topics (Master's Program, Application Code: SI-1a)

Data Science: Fundamental Studies and Social Deployment

Contemporary society relies heavily upon the massive amount of information connected each other by Internet. Social progress will depend upon the establishment and continuous revision of technologies to enable the rapid and accurate transmission of data, and technologies to allow quick search of massive volume of data to retrieve required information in a timely manner. For this reason, we will conduct fundamental research on database, information retrieval, data mining, geographic information systems, social network analysis, and privacy protection. We also conduct application-oriented research such as health/medical big data analysis, scientific data management, integrated utilization of knowledge bases and search engines, utilization of scholarly data, educational information systems, in cooperation with domain experts.

  1. Web Information Systems
    • Recommending historical knowledge for understanding and prediction of current events
    • Annotating time series for explaining their shapes
    • Estimation of information validity and interestingness
    • Image and Voice Retrieval by Impression
    • Search Session Management over Time and Space
  2. Geographical/Spatial Information System
  3. Scientific/Scholarly Databases
  4. Deep Knowledge Mining
  5. Protection of Private Data & Data Valuation
  6. Integrated Utilization of Knowledge Bases and Search Engines
    • Retrieval of Quantitatie Data
  7. Information Elicitation
  8. Healthcare and Medical Big Data
    • Medical Big Data: The analysis of large amount of electronic medical data, and its application to health management and creation of evidence-based medical knowledge.
    • A health-aware pedestrian navigation system: The analysis of realtime biometric data and its application to health management and route recommendation.

Past Research Topics

en/projects-1a.txt · 最終更新: 2017/04/02 07:10 by ylab