Evolution mechanism of Weibo top news competition

doi:10.1088/1674-1056/ac05ac

中国物理B ›› 2021, Vol. 30 ›› Issue (12): 128901-128901.doi: 10.1088/1674-1056/ac05ac

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

收稿日期:2021-03-08 修回日期:2021-05-06 接受日期:2021-05-27 出版日期:2021-11-15 发布日期:2021-11-23
通讯作者: Fuzhong Nian E-mail:gdnfz@lut.cn
基金资助:
Project supported by the National Natural Science Foundation of China (Grant No. 61863025).

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

Received:2021-03-08 Revised:2021-05-06 Accepted:2021-05-27 Online:2021-11-15 Published:2021-11-23
Contact: Fuzhong Nian E-mail:gdnfz@lut.cn
Supported by:
Project supported by the National Natural Science Foundation of China (Grant No. 61863025).

摘要/Abstract

摘要： 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.

关键词: Weibo, top news, role, interest degree

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.

Key words: Weibo, top news, role, interest degree

中图分类号: (Networks and genealogical trees)

89.75.Hc

89.75.Fb (Structures and organization in complex systems) 64.60.aq (Networks)

Fuzhong Nian(年福忠), Jingzhou Li(李经洲), and Xin Guo(郭鑫). Evolution mechanism of Weibo top news competition[J]. 中国物理B, 2021, 30(12): 128901-128901.

Fuzhong Nian(年福忠), Jingzhou Li(李经洲), and Xin Guo(郭鑫). Evolution mechanism of Weibo top news competition[J]. Chin. Phys. B, 2021, 30(12): 128901-128901.

参考文献

[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)

Evolution mechanism of Weibo top news competition

Evolution mechanism of Weibo top news competition

RichHTML

PDF (PC)

赞

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 9

Metrics

本文评价

推荐阅读 0

[1]	Chenjun Zhang(张晨骏), Xiaoke He(何小可), Zhiyu Min(闵志宇), and Baozhong Li(李保忠). Tailoring of thermal expansion and phase transition temperature of ZrW₂O₈ with phosphorus and enhancement of negative thermal expansion of ZrW_1.5P_0.5O_7.75[J]. 中国物理B, 2023, 32(4): 48201-048201.
[2]	Zhaoxia Bi(毕朝霞), Anders Gustafsson, and Lars Samuelson. Bottom-up approaches to microLEDs emitting red, green and blue light based on GaN nanowires and relaxed InGaN platelets[J]. 中国物理B, 2023, 32(1): 18103-018103.
[3]	Saba Zafar, Dong-Wei Li(李东伟), Acner Camino, Jun-Wei Chang(常峻巍), and Zuo-Qiang Hao(郝作强). High power supercontinuum generation by dual-color femtosecond laser pulses in fused silica[J]. 中国物理B, 2022, 31(8): 84209-084209.
[4]	刘墨南, 李木天, 杨罕, 孙洪波. Etching-assisted femtosecond laser microfabrication[J]. 中国物理B, 2018, 27(9): 94212-094212.
[5]	李东伟, 张兰芝, 宋鹤, 郝作强, 奚婷婷, 高勋, 林景全. Intense supercontinuum generation in the near-ultraviolet range from a 400-nm femtosecond laser filament array in fused silica[J]. 中国物理B, 2017, 26(7): 74213-074213.
[6]	向锋, 李碧渊, 黎应芬, 周健, 甘卫平. Preparation of silver-coated glass frit and its application in silicon solar cells[J]. 中国物理B, 2016, 25(7): 78110-078110.
[7]	毕科, 吴玮, 王寅岗. Magnetoelectric effect in layered composites with arc shape[J]. 中国物理B, 2011, 20(6): 67503-067503.
[8]	杨恢东, 苏中义. The role of hydrogen in hydrogenated microcrystalline silicon film and in deposition process with VHF-PECVD technique[J]. 中国物理B, 2006, 15(6): 1374-1378.
[9]	龙云泽, 肖红梅, 陈兆甲, 万梅香, 金爱子, 顾长志. Electrical conductivity of individual polypyrrole microtube[J]. 中国物理B, 2004, 13(11): 1918-1921.