Research

Research at Unstructured Data Mining and Machine Learning Laboratory

  • "Development of machine learning models for effective knowledge discovery from unstructured data"
  •  Topics
    • Unstructured Data Mining
    • Machine Learning
    • Artificial Intelligence (AI)
    • Natural Language Processing / Text Mining
    • Social Network Analysis
  • Applications
    • Customer Feedback Analysis Using Online Data (e.g., Social Media, Online Customer Reviews)
    • Healthcare (e.g., New Disease Discovery)
    • Manufacturing (e.g., Anomaly Detection)
    • Finance (e.g., Stock Market Prediction)
    • Online Learning / Massive Open Online Course (MOOC)
    • Smart Farming
    • etc.
  •  Research Grants
    • “A Study on Trend Analysis of Customers and Competitors for the Enhancement of the Competitiveness of Local Manufacturers in Industry 4.0: Trend Analysis Model Development Based on Unstructured Big Data Analysis and Artificial Intelligence (AI)” (Principle Investigator), Ulsan National Institute of Science and Technology (UNIST), Nov. 2018 – Oct. 2021.

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