Seminar
[주제 세미나] Predicting Technology Awakenings by Integrating Market and Technical Dynamics through the Heterogeneous Graph Transformer Model
날짜 : 2026-01-22
발표자 : 김현서
키워드 : Sleeping Beauty Patents, Multi-layer Heterogeneous Graph, Heterogeneous Graph Transformer (HGT), Link prediction
[신입생 세미나] Identifying promising technologies considering technology convergence: A patent-based machine learning approach
날짜 : 2026-01-22
발표자 : 김소영
키워드 : Convergence distance , machine learning , patent analysis , promising technology , technology convergence
[신입생 세미나] Dygcn: Efficient dynamic graph embedding with graph convolutional network
날짜 : 2026-01-22
발표자 : 이수인
키워드 : Dynamic graphs , graph convolutional network (GCN) , neural network
[영어 세미나] Analyzing the Dynamics of Emerging Technologies: Finding Hidden Signals
날짜 : 2026-01-22
발표자 : 최우진
키워드 : [International Conference Presentation Exercise] Technology Forecasting, Time Series Analysis, Siganl Decomposition
[영어 세미나] Technological Novelty as an Intrinsic Indicator of Innovation: An LLM-based Analysis of Problem-Solving Process
날짜 : 2026-01-22
발표자 : 우명균
키워드 : [International Conference Presentation Exercise] LLM prompt engineering, Indicator validation, Image processing domain
[신입생 세미나] Development of technology opportunity analysis based on technology landscape by extending technology elements with BERT and TRIZ
날짜 : 2026-01-15
발표자 : 박민준
키워드 : Technology opportunity analysis (TOA), TRIZ, BERT, Technology landscape, Extended technology elements, Across multiple domains
[영어 세미나] Semantic-aware contrastive learning for graph classification
날짜 : 2026-01-15
발표자 : 김현서
키워드 : Graph-level contrastive learning, Feature augmentation, Size imbalance, Knowledge transfer strategy