Modeling online social networks based on preferential linking

被引：8

作者：

Hu Hai-Bo ^{[1
]}

Guo Jin-Li ^{[2
]}

Chen Jun ^{[1
]}

机构：

[1] E China Univ Sci & Technol, Dept Management, Shanghai 200237, Peoples R China

[2] E China Univ Sci & Technol, Sch Management, Shanghai 200093, Peoples R China

来源：

CHINESE PHYSICS B | 2012年 / 21卷 / 11期

基金：

中国国家自然科学基金;

关键词：

online social network; preferential linking; model; power law; EVOLUTION;

D O I：

10.1088/1674-1056/21/11/118902

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

We study the phenomena of preferential linking in a large-scale evolving online social network and find that the linear preference holds for preferential creation, preferential acceptance, and preferential attachment. Based on the linear preference, we propose an analyzable model, which illustrates the mechanism of network growth and reproduces the process of network evolution. Our simulations demonstrate that the degree distribution of the network produced by the model is in good agreement with that of the real network. This work provides a possible bridge between the micro-mechanisms of network growth and the macrostructures of online social networks.

引用

页数：6

共 50 条

[41] The classification of rumour standpoints in online social network based on combinatorial classifiers [J].

Ma, Jing ;

Luo, Yongcong .

JOURNAL OF INFORMATION SCIENCE, 2020, 46 (02) :191-204

[42] Privacy Intelligence: A Survey on Image Privacy in Online Social Networks [J].

Liu, Chi ;

Zhu, Tianqing ;

Zhang, Jun ;

Zhou, Wanlei .

ACM COMPUTING SURVEYS, 2023, 55 (08)

[43] A novel crowd evaluation method for security and trustworthiness of online social networks platforms based on signaling theory [J].

Zhang, Zhiyong ;

Wen, Jing ;

Wang, Xiaoxue ;

Zhao, Changwei .

JOURNAL OF COMPUTATIONAL SCIENCE, 2018, 26 :468-477

[44] Building Influence for Online Social Networks [J].

Du, Wei ;

Lin, Hu ;

Sun, Jianwei ;

Yang, Haibo ;

Yu, Bo .

PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR 2016), 2018, 614 :709-718

[45] Visualising and Analysing Online Social Networks [J].

Muhongya, Kambale Vanty ;

Maharaj, Manoj Sewak .

2015 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND SECURITY (ICCCS), 2015,

[46] A taxonomy of decentralized online social networks [J].

Shihabur Rahman Chowdhury ;

Arup Raton Roy ;

Maheen Shaikh ;

Khuzaima Daudjee .

Peer-to-Peer Networking and Applications, 2015, 8 :367-383

[47] Credibility in Online Social Networks: A Survey [J].

Alrubaian, Majed ;

Al-Qurishi, Muhammad ;

Alamri, Atif ;

Al-Rakhami, Mabrook ;

Hassan, Mohammad Mehedi ;

Fortino, Giancarlo .

IEEE ACCESS, 2019, 7 :2828-2855

[48] A taxonomy of decentralized online social networks [J].

Chowdhury, Shihabur Rahman ;

Roy, Arup Raton ;

Shaikh, Maheen ;

Daudjee, Khuzaima .

PEER-TO-PEER NETWORKING AND APPLICATIONS, 2015, 8 (03) :367-383

[49] Disassortative mixing in online social networks [J].

Hu, Hai-Bo ;

Wang, Xiao-Fan .

EPL, 2009, 86 (01)

[50] Human Behavior in Online Social Networks [J].

Gillen, Joshua J. ;

Freeman, Mark ;

Tootell, Holly .

2017 IEEE INTERNATIONAL SYMPOSIUM ON TECHNOLOGY AND SOCIETY (ISTAS), 2017,

← 1 2 3 4 5 →