Blog
August 31, 2025

Making Science Transparent

BibliometricsDataVisualizationResearchAndDevelopmentKnowledgeMappingBigDataAcademicResearchSoftwareEngineeringScientometrics
Making Science Transparent

Researchers face growing publication volumes. Millions of scientific papers are published each year, making it challenging to track developments or identify connections using standard search methods.

The challenge: 

Academic databases contain vast collections of publications, but their search tools remain basic. Researchers spend weeks following keyword searches and citation links, often missing relevant work. Administrators lack clear methods for setting research priorities without understanding knowledge patterns across fields.

The solution: 

Pro-Sharp worked with MTA-KIK to build bibliometric mapping tools that convert publication data into visual knowledge maps. MTA-KIK provided research methodology knowledge, while Pro-Sharp handled technical development, processed citation data, and built visualizations. The system identifies papers with similar citation patterns, extracts key concepts from publication texts, and maps connections between authors and institutions across multiple fields.

Results: 

Research analysis that took months now completes in hours. Visual maps display research clusters, influential authors, and knowledge gaps, providing a clear representation of the research landscape. One project found cross-field collaboration opportunities that literature reviews had overlooked.

The work shows that research problems often need both domain knowledge and technical skills. Academic expertise or software development alone wouldn't have worked.

Want to see how this works for your research area?

Contact Pro-Sharp to discuss bibliometric analysis for your field.

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