Articles & Analyses
Dives into Bibliometric, open infrastructure, normalization metrics, and academic mapping methodology. Click an article to read.
Frequently Asked Questions about Publimetra
Everything you need to know about how Publimetra works, where the data comes from, what metrics mean, and how to get the most out of the platform.
Understanding Field-Weighted Citation Impact (FWCI) and Its Mechanics
Raw citation counts are fundamentally broken benchmarking tools. Learn why discipline-specific normalization matters and see how FWCI handles subject areas mathematically.
OpenAlex vs. Scopus: The Paradigm Shift in Scholarly Knowledge Graphs
A breakdown of how closed corporate curation structures compare directly against transparent, automated open metadata ecosystems in current evaluation landscapes.
Democratizing Bibliometrics: What Can You Use Publimetra For?
Discover how Publimetra turns complex scholarly metadata into open, actionable, and normalized research impact metrics.