๐ Conference & Award Details
- Conference: 2024 Korea Technology Innovation Society (KOTIS) Fall Conference
- Presentation Type: Oral Presentation
- Award: Best Paper Award (์ฐ์๋ ผ๋ฌธ์)
๐ Presentation Overview
This presentation introduced a novel framework for identifying technological trajectories by integrating LLM-based text embeddings with Main Path Analysis (MPA). Using the Smart Grid sector as a case study, the research demonstrated how semantic information can uncover hidden innovation paths that traditional citation-based methods often overlook.
๐ Research Evolution
The pilot framework presented here was highly evaluated for its methodological convergence of NLP and Technology Management. Following the presentation, diverse academic opinions were collected and meticulously incorporated into the study.
Refined by this feedback, the research has been significantly upgraded and is currently under review in a peer-reviewed international journal. For the latest advanced methodology and full analytical results, please refer to the THIS POST.