A FDO Approach to SDGs Knowledge Graphs
A Case Study of a Battery-Related Topic Through a Multidisciplinary Approach Using Global Academic Datasets
DOI:
https://doi.org/10.52825/ocp.v5i.1182Keywords:
Open Science, FAIR, Digital Objects DOs, Open Data Catalogue, OpenAlex, Open Repository, KeyBART, SDGs, Battery Materials Knowledge GraphAbstract
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.
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Copyright (c) 2025 Mikiko Tanifuji, Masaharu Hayashi, Kazutsuna Yamaji, Luca Foppiano, Sae Dieb
This work is licensed under a Creative Commons Attribution 4.0 International License.