Proceedings of the 2022 3rd International Conference on Big Data and Informatization Education (ICBDIE 2022)

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Research on Metadata in the Era of Big Data Based on Bibliometric Analysis by CiteSpace

Authors
Shimin Yan1, *
1School of Public Administration, Sichuan University, Chengdu, People’s Republic of China
*Corresponding author. Email: yanshimin@stu.scu.edu.cn
Corresponding Author
Shimin Yan
Available Online 23 December 2022.
DOI
10.2991/978-94-6463-034-3_25How to use a DOI?
Keywords
Metadata; Big Data; Bibliometric Analysis; Citespace
Abstract

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.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 3rd International Conference on Big Data and Informatization Education (ICBDIE 2022)
Series
Atlantis Highlights in Computer Sciences
Publication Date
23 December 2022
ISBN
10.2991/978-94-6463-034-3_25
ISSN
2589-4900
DOI
10.2991/978-94-6463-034-3_25How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
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  -