Xintong Zhao, Kyle Langlois, Jacob Furst, Yuan An, Xiaohua Hu, Diego Gomez Gualdron, Fernando Uribe-Romo, Jane Greenberg
{"title":"Research evolution of metal organic frameworks: A scientometric approach with human-in-the-loop","authors":"Xintong Zhao, Kyle Langlois, Jacob Furst, Yuan An, Xiaohua Hu, Diego Gomez Gualdron, Fernando Uribe-Romo, Jane Greenberg","doi":"arxiv-2409.10776","DOIUrl":null,"url":null,"abstract":"This paper reports on a scientometric analysis bolstered by human in the\nloop, domain experts, to examine the field of metal organic frameworks (MOFs)\nresearch. Scientometric analyses reveal the intellectual landscape of a field.\nThe study engaged MOF scientists in the design and review of our research\nworkflow. MOF materials are an essential component in next generation renewable\nenergy storage and biomedical technologies. The research approach demonstrates\nhow engaging experts, via human in the loop processes, can help develop a\ncomprehensive view of a field research trends, influential works, and\nspecialized topics.","PeriodicalId":501304,"journal":{"name":"arXiv - PHYS - Chemical Physics","volume":"21 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Chemical Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.10776","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.