Research on Metadata in the Era of Big Data Based on Bibliometric Analysis by CiteSpace
- 10.2991/978-94-6463-034-3_25How to use a DOI?
- Metadata; Big Data; Bibliometric Analysis; Citespace
Metadata is an indispensable element for the development of big data. In order to explore the construction of metadata in the context of big data and to provide reference for future metadata research, this paper uses 989 papers under this topic included in the Web of Science core database between 2001 and 2021 as the data source, and examines the external characteristics and content characteristics of the literature with the help of bibliometric methods and the visual analysis software CiteSpace. Through the study, this paper concludes that the current cooperation is relatively fragmented and there is less cross-regional cooperation; the research heat of metadata is on the rise and will still continue for some time, and the hot spots of metadata research in recent years are in the fields of data mining and machine learning, and there is a trend of developing to finer branches such text mining.
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Cite this article
TY - CONF AU - Shimin Yan PY - 2022 DA - 2022/12/23 TI - Research on Metadata in the Era of Big Data Based on Bibliometric Analysis by CiteSpace BT - Proceedings of the 2022 3rd International Conference on Big Data and Informatization Education (ICBDIE 2022) PB - Atlantis Press SP - 246 EP - 255 SN - 2589-4900 UR - https://doi.org/10.2991/978-94-6463-034-3_25 DO - 10.2991/978-94-6463-034-3_25 ID - Yan2022 ER -