Research evolution of metal organic frameworks: A scientometric approach with human-in-the-loop

TL;DR

This paper uses a scientometric approach with human expert input to analyze research trends, influential works, and key topics in the field of metal organic frameworks, aiding understanding of its development and future directions.

Contribution

It introduces a human-in-the-loop scientometric method to enhance analysis of MOF research evolution and identify key insights with expert validation.

Findings

Identified major research trends in MOFs

Mapped influential publications and authors

Highlighted emerging topics in MOF research

Abstract

This paper reports on a scientometric analysis bolstered by human in the loop, domain experts, to examine the field of metal organic frameworks (MOFs) research. Scientometric analyses reveal the intellectual landscape of a field. The study engaged MOF scientists in the design and review of our research workflow. MOF materials are an essential component in next generation renewable energy storage and biomedical technologies. The research approach demonstrates how engaging experts, via human in the loop processes, can help develop a comprehensive view of a field research trends, influential works, and specialized topics.