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陶瓷膜研究的文献计量与可视化分析：综述

Bibliometric and Visual Analysis of Studies on Ceramic Membranes: A Review.

作者信息

Xiong Hao, Chen Xianfu, Feng Jun, Zhang Fan, Qiu Minghui, Zhang Qi, Fan Yiqun

机构信息

State Key Laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Nanjing Tech University, Nanjing 211816, China.

Energy and Environmental Materials Research Department, Suzhou Laboratory, Suzhou 215123, China.

出版信息

Membranes (Basel). 2024 Jun 25;14(7):144. doi: 10.3390/membranes14070144.

DOI:10.3390/membranes14070144
PMID:39057652
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11278809/
Abstract

As a high-performance separation material, the ceramic membrane has played a crucial role in addressing resource, energy, and environmental challenges. Here, we carried out literature retrieval and collection for the research of ceramic membranes based on the Web of Science. The retrieval strategy was quantitatively evaluated from two dimensions: recall and precision. The distributions of publication time, journal, and related subjects were systematically analyzed. With the help of CiteSpace and VOSviewer, the literature was visually analyzed through the co-occurrence map of authors and the cluster network of keywords. The findings indicate a strong correlation between ceramic membrane research and the field of Chemical Engineering. A core group of authors has emerged as prominent contributors in this area of study. Additionally, there is a notable long-tail effect observed in the application of ceramic membranes. Despite their current low-frequency usage and high-volume potential, these applications hold substantial promise for future scientific research and industrial development.

摘要

作为一种高性能分离材料，陶瓷膜在应对资源、能源和环境挑战方面发挥了关键作用。在此，我们基于Web of Science对陶瓷膜的研究进行了文献检索和收集。从召回率和精确率两个维度对检索策略进行了定量评估。系统分析了发表时间、期刊和相关主题的分布情况。借助CiteSpace和VOSviewer，通过作者共现图和关键词聚类网络对文献进行了可视化分析。研究结果表明，陶瓷膜研究与化学工程领域之间存在很强的相关性。在这一研究领域中，已形成了一个核心作者群体，他们是突出的贡献者。此外，在陶瓷膜的应用方面观察到了显著的长尾效应。尽管目前这些应用的使用频率较低且潜力巨大，但它们对未来的科学研究和工业发展具有重大前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/0ae233562bf8/membranes-14-00144-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/b699b09fc9d8/membranes-14-00144-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/3efd02718e0b/membranes-14-00144-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/8fdfcf9a82e3/membranes-14-00144-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/53bbe4b685ef/membranes-14-00144-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/0d560e71d942/membranes-14-00144-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/1feeaa5154d9/membranes-14-00144-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/26287a5e65f5/membranes-14-00144-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/0ae233562bf8/membranes-14-00144-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/b699b09fc9d8/membranes-14-00144-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/10aa76c66a6f/membranes-14-00144-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/154f0dbc9fb6/membranes-14-00144-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/7ffecaed1dfc/membranes-14-00144-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/c5e65b836c6f/membranes-14-00144-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/3efd02718e0b/membranes-14-00144-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/8fdfcf9a82e3/membranes-14-00144-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/53bbe4b685ef/membranes-14-00144-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/0d560e71d942/membranes-14-00144-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/1feeaa5154d9/membranes-14-00144-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/26287a5e65f5/membranes-14-00144-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9af3/11278809/0ae233562bf8/membranes-14-00144-g012.jpg

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