Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex

arXiv:2403.01601v1 Announce Type: cross
Abstract: Identifying technological convergence among emerging technologies in cybersecurity is crucial for advancing science and fostering innovation. Unlike previous studies focusing on the binary relationship between a paper and the concept it attributes to technology, our approach utilizes attribution scores to enhance the relationships between research papers, combining keywords, citation rates, and collaboration status with specific technological concepts. The proposed method integrates text mining and bibliometric analyses to formulate and predict technological proximity indices for encryption …

analysis arxiv attributes attribution binary concept convergence cs.cr cs.cy cs.ir cybersecurity emerging encryption innovation measuring mining proximity relationship science studies technologies technology text