Journal

Journal
Lee, H. & Geum, Y. (2026) GC-GTM: A Generative-Convergent Extension of Generative Topographic Mapping for Discovering and Interpreting Technology Opportunities, Journal of Informetrics, 20(2), 101807

Lee, H. & Geum, Y.

2026

Journal of Informetrics

Geum, Y., Lee, J., Choi, W., & Woo, M. (2026) From Data to Sustainable Innovation: A Data-Driven Technology Roadmap for Smart Product-Service Systems, Service Business, 20(1), 1-37.

Geum, Y., Lee, J., Choi, W., & Woo, M.

2026

Service Business

Kim, J., Geum, Y. (2025). TransCubating technology: A novel approach to identify a core technology using patent transfer history. IEEE Transactions on Engineering Management, Accepted for publication

Kim, J., Geum, Y.

2025

IEEE Transactions on Engineering Management

Park, J., Geum, Y. (2025). LLM-enhanced idea generation: data-driven morphological analysis with LDA and NuNER, Computers & Industrial Engineering, Accepted for publication

Park, J., Geum, Y.

2025

Computers & Industrial Engineering

Park, Y., Kim, N., & Geum, Y. (2025). Finding innovation patterns of mobile services using update histories: a data-driven taxonomy approach. Technology Analysis & Strategic Management, 1-19.

Park, Y., Kim, N., & Geum, Y.

2025

Technology Analysis & Strategic Management

Park, G., Kim, S., & Geum, Y. (2025). Developing data-driven QFD: A systemic approach to employing product manuals and customer reviews, IEEE Access, 13, 22380 – 22394

Park, G., Kim, S., & Geum, Y.

2025

IEEE Access.

Kim, J., & Park, G., Woo, M., & Geum, Y. (2025). How big data has changed technology roadmapping: a review on data-driven roadmapping, IEEE Access 13, 8297 – 8309

Kim, J., Park, G., Woo, M., & Geum, Y.

2025

IEEE Access.