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

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

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 resea...

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Bibliographic Details
Main Authors: Zhao Xintong, Langlois Kyle, Furst Jacob, An Yuan, Hu Xiaohua, Gualdron Diego Gomez, Uribe-Romo Fernando, Greenberg Jane
Format: Article
Language:English
Published: Sciendo 2024-07-01
Series:Journal of Data and Information Science
Subjects:
scientometric
metal-organic frameworks (mofs)
network analysis
topic modeling
human in the loop
Online Access:https://doi.org/10.2478/jdis-2024-0019
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Summary: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’s research trends, influential works, and specialized topics.
ISSN:2543-683X

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