Insight
Internationalisation Metrics: Measuring Global Research Collaboration
How to quantify international co-authorship, partner-country distribution, and collaboration trends — and turn them from anecdote into strategy.
Jun 12, 2026
Bibliometrics for Ranking Submissions: h-index, FWCI and Citation Impact
What the core bibliometric indicators measure, what distorts them, and why data reconciliation is the prerequisite for any credible ranking submission.
Jun 12, 2026
AI is Only as Good as the Data Beneath It: The RIMS Data Foundation
Every AI feature inside a RIMS depends on the data underneath. Why reconciliation, identifiers, and source coverage are the prerequisite — not the optional extra.
Jun 11, 2026
LLMs for Bibliometrics and Research Summaries: Where They Help, Where They Mislead
LLMs accelerate description and discovery in research information management. They mislead when used for evaluation. How to draw the line responsibly.
Jun 9, 2026
AI-Assisted Author Disambiguation: What It Does and What It Cannot
AI changed what is possible in author name disambiguation — but only paired with ORCID, ROR, and human review where confidence is low. How it actually works inside a RIMS.
Jun 8, 2026
DBLP as a Complementary Data Source for Computer Science Researchers
For CS-heavy institutions, DBLP closes coverage gaps that cross-disciplinary indexes can miss. How it complements Scopus and OpenAlex inside a RIMS.
May 20, 2026
Scopus Author ID and ORCID Explained for Research Offices
Persistent author identifiers — Scopus Author ID and ORCID — are the foundation of credible researcher metrics. What each is, how to find them, how a RIMS uses them.
May 20, 2026
Open Science Data and Your Institution's Research Profile
Why ignoring open-science sources understates performance — and how to add coverage without sacrificing quality or trust.
May 20, 2026
Research Datasets in a RIMS: Capturing Non-Textual Outputs
Datasets, software, and other non-textual outputs are first-class research contributions. How a RIMS records them alongside publications without becoming a repository.
May 19, 2026