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Attractiveness and activity in Internet communities

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  • Ghoshal, Gourab
  • Holme, Petter

Abstract

Data sets of online communication often take the form of contact sequences—ordered lists contacts (where a contact is defined as a triple of a sender, a recipient and a time). We propose measures of attractiveness and activity for such data sets and analyze these quantities for anonymized contact sequences from an Internet dating community. For this data set the attractiveness and activity measures show broad power-law-like distributions. Our attractiveness and activity measures are more strongly correlated in the real-world data than in our reference model. Effects that indirectly can make active users more attractive are discussed.

Suggested Citation

  • Ghoshal, Gourab & Holme, Petter, 2006. "Attractiveness and activity in Internet communities," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 364(C), pages 603-609.
    • Handle: RePEc:eee:phsmap:v:364:y:2006:i:c:p:603-609
    DOI: 10.1016/j.physa.2005.04.047
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    References listed on IDEAS

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    1. D. I. Perrett & K. J. Lee & I. Penton-Voak & D. Rowland & S. Yoshikawa & D. M. Burt & S. P. Henzi & D. L. Castles & S. Akamatsu, 1998. "Effects of sexual dimorphism on facial attractiveness," Nature, Nature, vol. 394(6696), pages 884-887, August.
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    Cited by:

    1. Li, Kai & Lv, Tianyang & Shen, Huawei & Qiao, Lisheng & Chen, Enhong & Cheng, Xueqi & Sun, Zhi, 2020. "An empirical analysis on the behavioral differentia of the “Elite-Civilian” users in Sina microblog," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 539(C).
    2. Grabowski, Andrzej, 2007. "Interpersonal interactions and human dynamics in a large social network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 385(1), pages 363-369.
    3. Hou, Yunxiang & Lu, Yikang & Dong, Yuting & Jin, Libin & Shi, Lei, 2023. "Impact of different social attitudes on epidemic spreading in activity-driven networks," Applied Mathematics and Computation, Elsevier, vol. 446(C).
    4. Zhang, Sheng-Tai & Yuan, Hao-Yu & Duan, Ling-Li, 2020. "Analysis of human behavior statistics law based on WeChat Moment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 540(C).
    5. Yan, Deng-Cheng & Wei, Zong-Wen & Han, Xiao-Pu & Wang, Bing-Hong, 2017. "Empirical analysis on the human dynamics of blogging behavior on GitHub," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 465(C), pages 775-781.
    6. Zhu, He & Ma, Jing, 2018. "Knowledge diffusion in complex networks by considering time-varying information channels," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 494(C), pages 225-235.
    7. Ying Li & Hongduo Cao & Ying Zhang & Beibei Li, 2018. "Characteristics of Human Behavior in an Online Society," SAGE Open, , vol. 8(2), pages 21582440187, May.

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