A FDO Approach to SDGs Knowledge Graphs

The G7 Summit in 2023 Promoted Open Science, Leading to the Practical Implementation of FAIRable Research Data Infrastructures and Applications. This Has Increased Researchers' Awareness of Interoperable Digital Transformation. The Focus on Battery Materials Aims to Support Sustainable Development Goals (SDGs), an Important Global Issue. Using Battery Materials-Related Papers, Key Terms Were Extracted with KeyBERT, and Frequent Term Analysis Was Conducted. Author Similarity Analysis Connected Researchers with Similar Interests, Generating Topic Maps. Web Applications Produced Knowledge Graphs of Authors and Topics. The Study Evaluated Various Article Catalogues and Chose Open Alex for Knowledge Extraction. The Availability of More Research Papers for LLM Study, Resulting from Open Science, Marks a Significant Advancement. KeyBERT and d3-Force, with Vue.js, Were Used for Linguistic Analysis and Web Application Development.