Tag: Data Intelligence
Research tagged with #Data Intelligence
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Chatbot Design for Structuring User Input Data via LLM (Poster Award)
Published: at 09:00 AM... views- 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.
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Unsupervised Learning-Based Electrical Anomaly Detection in EV Batteries (KCI)
Published: at 09:00 AM... views- 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.
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CATCH! NEWSFIN: Generative AI-based Financial News Service (Excellence Award)
Published: at 09:00 AM... views- 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.
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BERT-based News Sentiment Analysis and Black-Litterman Asset Allocation (KCI)
Published: at 09:00 AM... views- 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.