Tag: Data Intelligence

Research tagged with #Data Intelligence

• Chatbot Design for Structuring User Input Data via LLM (Poster Award)

  Published: 28 Nov, 2025 |  at  09:00 AM

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  • Data Intelligence
  • Presented (Poster)
  • Finance
  • Real Estate / Tax Tech Market
  • Award (Conference Poster)
  • Chatbot

  Presented in Winter Conference of the Journal of the Korean Data Analysis Society. Designing an LLM-based chatbot architecture to extract intent, strictly structure user data into JSON, and automate proactive feedback.

• Unsupervised Learning-Based Electrical Anomaly Detection in EV Batteries (KCI)

  Published: 1 Aug, 2025 |  at  09:00 AM

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  • Data Intelligence
  • Published (KCI)
  • Engineering
  • Electric Vehicle Battery
  • Anomaly Detection

  Published in the Journal of Korea Society of Industrial Information Systems. An Autoencoder-based approach to detect electrical anomalies in EV batteries, analyzing the effects of charging methods and aging.

• CATCH! NEWSFIN: Generative AI-based Financial News Service (Excellence Award)

  Published: 14 Oct, 2024 |  at  09:00 AM

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  • Data Intelligence
  • Finished (Competition Project)
  • Finance
  • Award (Competition Project)
  • Financial News Curation System
  • Chatbot

  Excellence Award at the 1st Baekgyeong Hackathon. CATCH! NEWSFIN is an AI agent utilizing EEVE-Korean LLM and RAG to curate financial news and combat financial illiteracy.

• BERT-based News Sentiment Analysis and Black-Litterman Asset Allocation (KCI)

  Published: 31 Oct, 2023 |  at  09:00 AM

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  • Data Intelligence
  • Published (KCI)
  • Finance
  • Asset Allocation Strategy

  Published in the Korean Journal of Financial Management. Integrating unstructured cognitive data (news sentiment via BERT) into quantitative financial portfolio optimization.