Proceedings of 2023 China Science and Technology Information Resource Management and Service Annual Conference (COINFO 2023)

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Visualization of the Semantic Knowledge Landscape of Editing and Publishing Domain in China

Authors
Shuang Zhang1, Feifan Liu1, Li Wang2, 3, Haoxiang Xia1, 3, *
1School of Economics and Management, Dalian University of Technology, No. 2 Linggong Road, Dalian, 116024, China
2Institute of Science and Technology Information of China, No.15 Fuxing Road, Beijing, 100038, China
3Key Laboratory of Rich-Media Knowledge Organization and Service of Digital Publishing Content Institute of China, No.15 Fuxing Road, Beijing, 100038, China
*Corresponding author. Email: hxxia@dlut.edu.cn
Corresponding Author
Haoxiang Xia
Available Online 22 August 2024.
DOI
10.2991/978-94-6463-498-3_7How to use a DOI?
Keywords
Editing and Publishing; Knowledge Map; Document Embedding; Evolutionary Analysis
Abstract

The rapid advancement of information technology is reforming the ecosystem of the editing and publishing industry. Under the demand for building novel publishing patterns, it is critical to map out the research trends and evolutionary trajectories of the field of editing and publishing comprehensively. In this study, drawing on large-scale journal papers, we construct the knowledge landscape of editing and publishing research field in China, by manifold learning algorithm UMAP based on the deep semantic associations between papers learned by Doc2vec, to visualize the static and diachronic structure of this field. Firstly, with the Gaussian kernel density function to characterize the heterogeneity of spatial distribution of papers, we identify core research topics in the editing and publishing domain. Then, by respectively constructing cumulative and sliced dynamic knowledge maps, we find that over the past 40 years, the research scope has continued to expand, evidenced by the emergence of new research topics along the edges of the map, and meanwhile, topics within the field keep merging and fusing. Furthermore, according to the pattern of research hotspot transitions, the development is roughly divided into four stages. These findings offer valuable insights for researchers in the publishing field and scientific policymakers.

Copyright
© 2024 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 2023 China Science and Technology Information Resource Management and Service Annual Conference (COINFO 2023)
Series
Advances in Economics, Business and Management Research
Publication Date
22 August 2024
ISBN
978-94-6463-498-3
ISSN
2352-5428
DOI
10.2991/978-94-6463-498-3_7How to use a DOI?
Copyright
© 2024 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  - Shuang Zhang
AU  - Feifan Liu
AU  - Li Wang
AU  - Haoxiang Xia
PY  - 2024
DA  - 2024/08/22
TI  - Visualization of the Semantic Knowledge Landscape of Editing and Publishing Domain in China
BT  - Proceedings of 2023 China Science and Technology Information Resource Management and Service Annual Conference (COINFO 2023)
PB  - Atlantis Press
SP  - 64
EP  - 74
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-498-3_7
DO  - 10.2991/978-94-6463-498-3_7
ID  - Zhang2024
ER  -