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Chin. Phys. B, 2021, Vol. 30(12): 128901    DOI: 10.1088/1674-1056/ac05ac
INTERDISCIPLINARY PHYSICS AND RELATED AREAS OF SCIENCE AND TECHNOLOGY Prev   Next  

Evolution mechanism of Weibo top news competition

Fuzhong Nian(年福忠), Jingzhou Li(李经洲), and Xin Guo(郭鑫)
School of Computer & Communication, Lanzhou University of Technology, Lanzhou 730050, China
Abstract  In a certain period, some news will compete for the top news to gain the most attention and influence, and more news will be submerged in the ocean of news and become mediocre. This article deeply studies the evolution process and competition mechanism of the dissemination of Weibo news. In this paper, we innovatively propose a pre-processing scheme for traditional small-world networks and scale-free networks and divide nodes into three roles:fans, passersby, and anti-fans. The competition mechanism of Weibo top news is defined from the aspects of node role and node aggregation degree. A network evolution model is established based on the competition mechanism. The propagation characteristics of the network evolution model are deeply analyzed, and simulation experiments are performed on the small-world network and the scale-free network. Finally, the validity and rationality of the new model are verified through comparative experiments, and a feasible scheme for the propagation of top news on Weibo is given.
Keywords:  Weibo      top news      role      interest degree  
Received:  08 March 2021      Revised:  06 May 2021      Accepted manuscript online:  27 May 2021
PACS:  89.75.Hc (Networks and genealogical trees)  
  89.75.Fb (Structures and organization in complex systems)  
  64.60.aq (Networks)  
Fund: Project supported by the National Natural Science Foundation of China (Grant No. 61863025).
Corresponding Authors:  Fuzhong Nian     E-mail:  gdnfz@lut.cn

Cite this article: 

Fuzhong Nian(年福忠), Jingzhou Li(李经洲), and Xin Guo(郭鑫) Evolution mechanism of Weibo top news competition 2021 Chin. Phys. B 30 128901

[1] Shi Y, Nian F, Liu J and Cao J 2011 2020 Cont. Theor. Appl. 37 12
[2] Liu Y, Wang B, Wu B, Shang S, Zhang Y and Shi C 2016 Phys. A 463 202
[3] Liu Q, Li T and Sun M 2017 Phys. A 2017 469
[4] Zhu L and Huang X 2020 Commun. Theor. Phys. 72 13
[5] Dong S and Huang Y C 2018 Commun. Theor. Phys. 70 795
[6] Dong S Y T, Fan F H and Huang Y C 2018 Phys. A 492 10
[7] Cheng Y, Huo L, An X and Zhao L 2021 Inf. Sci. 564 237
[8] Nian F, Zhang Y and Liu X 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) 2018 1243
[9] Nian F and Diao H 2020 IEEE Transactions on Network Science and Engineering 7 1394
[10] Chen L and Sun J 2014 Appl. Math. Lett. 28 53
[11] Daley D J and Kendall D G IMA J. Appl. Math. 1 42
[12] Maki D P and Thompson M 1973 Mathematical models and applications: with emphasis on the social life, and management sciences (Englewood Cliffs, N. J.) p. 492
[13] Wang X Y and Zhao T F 2017 Commun. Nonlinear Sci. Numer. Simul. 48 63
[14] Zhou Y, Wang X and Zhou J 2012 Proceedings of the 10th World Congress on Intelligent Control and Automation 2012 3491
[15] Zhao H, Zhang H and Mei Y 2020 Proceedings of the 2020 3rd International Conference on Computer Science and Software Engineering 2020 139
[16] Huo L and Ma C Y 2017 Phys. A 471 653
[17] Zan Y 2018 Chaos, Solitons & Fractals 110 191
[18] Fan D, Jiang G P, Song Y R, Li Y W and Chen G 2019 Journal of Theoretical Biology 477 36
[19] Huo L and Song N 2016 Phys. A 461 73
[20] Ma J and Zhu H 2018 Phys. A 499 276
[21] Potuzak T, Lipka R, Snajberk J, et al. 2011 Second Eastern European Regional Conference on the Engineering of Computer Based Systems 12290643
[22] Liu X, Li T and Tian M 2018 Adv. Differ. Equ. 2018 1
[23] Yan X L, Cui Y P and Ni S J 2020 Chin. Phys. B 29 048902
[24] Wang W, Tang M, Eugene Stanley H and Braunstein L A 2017 Rep. Prog. Phys. 80 036603
[25] Li K, Zhang H, Zhu G, Small M and Fu X 2019 IEEE Trans. Syst. Man Cybernetics 51 2602
[26] Li K, Bai Y, Ma Z and Cao J 2021 IEEE Trans. Cybernetics (in press)
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