Concetti Chiave
The author employs text mining and bibliometric analysis to predict technological proximity indices for encryption technologies using the 'OpenAlex' catalog, highlighting significant convergence between blockchain and public-key cryptography.
Sintesi
The study focuses on identifying technological convergence among emerging technologies in cybersecurity. It utilizes attribution scores to enhance relationships between research papers, combining keywords, citation rates, and collaboration status. The findings suggest a significant convergence between blockchain and public-key cryptography.
The approach integrates text mining and bibliometric analyses to formulate and predict technological proximity indices for encryption technologies. The results offer valuable strategic insights for investments in these domains.
Different technology convergence approaches are explored, focusing on proximity indices between technologies. The study leverages OpenAlex's technology attribution scores to improve the accuracy of identifying technological convergence.
Key metrics such as common keywords, citations, and collaborations are used to assess technological convergence. Graph-based models and forecasting techniques are employed to identify clusters of converging technologies.
The study utilizes data from OpenAlex to analyze the evolution of encryption technologies from 2002 to 2022. Various indicators such as keywords, citations, and collaborations are evaluated to forecast technological trajectories.
Statistiche
Identifying common keywords across various technologies is considered a crucial measure of technological convergence.
Citation and co-citation analyses serve as indicators of scholarly interdependence.
Assessing the extent of researchers contributing to multiple technological fields plays a crucial role in driving scientific advancements.
Citazioni
"We leverage OpenAlex’s technology attribution scores to enhance the relational granularity between research papers and specific technological concepts."
"Our case study findings highlight a significant convergence between blockchain and public-key cryptography."