[Purpose/Significance] This paper analyzes the use characteristics of scientific datasets from the perspective of quantitative analysis and content analysis, quantitatively evaluates the impact of scientific datasets on discipine development, and provides references for scientific data management services and policy research.[Method/Process] Methods of text mining and bibliometric were used to analyze the full-text literature in PubMed Central, this study comprehensively investigated the use of scientific datasets from 7 aspects such as time distribution and use intensity, and on this basis, evaluated the actual impact of scientific datasets on discipline development.[Result/Conclusion] The research results show that the influence of scientific datasets on scientific research in the biomedical field is increasing with each passing day. Data publishing and high-level journals promote the opening and sharing of scientific datasets. The use of scientific datasets is concentrated in the second half of the paper and there are few formal references. The corresponding standards and specifications need to be further strengthened.
Yang Ning
,
Zhang Zhiqiang
. Research on the Use Characteristics of Scientific Datasets Combined with Quantitative Analysis and Content Analysis[J]. Library and Information Service, 2022
, 66(10)
: 122
-130
.
DOI: 10.13266/j.issn.0252-3116.2022.010.011
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