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author:

Chen, Shenwen (Chen, Shenwen.) [1] | Ren, Siqiao (Ren, Siqiao.) [2] | Zheng, Lei (Zheng, Lei.) [3] | Yang, Hanxin (Yang, Hanxin.) [4] (Scholars:杨涵新) | Du, Wenbo (Du, Wenbo.) [5] | Cao, Xianbin (Cao, Xianbin.) [6]

Indexed by:

SSCI EI SCIE

Abstract:

Education is not only a guarantee of personal knowledge, but also a topic of national importance. In this paper, we analyzed the scientific papers published by authors from China and the United States in 239 educational journals over a period of 20 years (2000-2019). We first extracted the topic of each paper via the Latent Dirichlet allocation model, which demonstrated significant differences in specific sub-fields between both countries. Next, we constructed two networks of scientific collaboration among the educators of each country. By analyzing these networks' topological properties, we show both countries' differences and common features. Regarding individuals, Chinese educators collaborate widely, whereas American educators are more likely to collaborate in certain groups. Regarding groups, there exists an optimal team size for producing highly popular papers in both countries. (C) 2021 Published by Elsevier B.V.

Keyword:

Collaboration networks Education science The science of science Topic modeling

Community:

  • [ 1 ] [Chen, Shenwen]Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
  • [ 2 ] [Ren, Siqiao]Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
  • [ 3 ] [Zheng, Lei]Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
  • [ 4 ] [Du, Wenbo]Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
  • [ 5 ] [Cao, Xianbin]Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
  • [ 6 ] [Chen, Shenwen]Beihang Univ, Key Lab Adv Technol Near Space Informat Syst, Minist Ind & Informat Technol China, Beijing 100191, Peoples R China
  • [ 7 ] [Du, Wenbo]Beihang Univ, Key Lab Adv Technol Near Space Informat Syst, Minist Ind & Informat Technol China, Beijing 100191, Peoples R China
  • [ 8 ] [Cao, Xianbin]Beihang Univ, Key Lab Adv Technol Near Space Informat Syst, Minist Ind & Informat Technol China, Beijing 100191, Peoples R China
  • [ 9 ] [Yang, Hanxin]Fuzhou Univ, Dept Phys, Fuzhou 350116, Peoples R China

Reprint 's Address:

  • [Du, Wenbo]Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China;;[Cao, Xianbin]Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China

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Source :

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

ISSN: 0378-4371

Year: 2022

Volume: 585

3 . 3

JCR@2022

2 . 8 0 0

JCR@2023

ESI Discipline: PHYSICS;

ESI HC Threshold:55

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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