Opinion modeling on social media and marketing aspects

被引:34
|
作者
Toscani, Giuseppe [1 ]
Tosin, Andrea [2 ]
Zanella, Mattia [2 ]
机构
[1] Univ Pavia, Dept Math F Casorati, Via Ferrata 1, I-27100 Pavia, Italy
[2] Politecn Torino, Dept Math Sci GL Lagrange, Corso Duca Abruzzi 24, I-10129 Turin, Italy
关键词
FOKKER-PLANCK EQUATIONS; RANDOM NETWORKS; DYNAMICS; DISTRIBUTIONS; BLOCKBUSTERS; BOLTZMANN; MOVIES;
D O I
10.1103/PhysRevE.98.022315
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We introduce and discuss kinetic models of opinion formation on social networks in which the distribution function depends on both the opinion and the connectivity of the agents. The opinion formation model is subsequently coupled with a kinetic model describing the spreading of popularity of a product on the Web through a social network. Numerical experiments on the underlying kinetic models show a good qualitative agreement with some measured trends of hashtags on social media websites and illustrate how companies can take advantage of the network structure to obtain at best the advertisement of their products.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Opinion Mining on Social Media Data
    Liang, Po-Wei
    Dai, Bi-Ru
    [J]. 2013 IEEE 14TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (MDM 2013), VOL 2, 2013, : 91 - 96
  • [32] Seeking a Second Opinion on Social Media
    Brown, Amy E. Caruso
    Arthur, Joshua D.
    Mutrie, Lauren Hall
    Lantos, John D.
    [J]. PEDIATRICS, 2019, 144 (05)
  • [33] Social Media in the Urology Practice | Opinion: NO
    Da Silva, Rodrigo Donalisio
    Leow, Jeffrey J.
    Abidin, Zainal Adwin
    Linden-Castro, Edgar
    Bravo Castro, Edgar Ivan
    Blanco, Leonardo Tortolero
    Teoh, Jeremy Yuen-Chun
    Contreras, Pablo Nicolas
    Wroclawski, Marcelo Langer
    [J]. INTERNATIONAL BRAZ J UROL, 2019, 45 (05): : 882 - 888
  • [34] Social Media Marketing in Creative Industries: How to Use Social Media Marketing to Promote Computer Games?
    Wawrowski, Bartosz
    Otola, Iwona
    [J]. INFORMATION, 2020, 11 (05)
  • [35] SOCIAL ASPECTS OF MARKETING - WEBSTER,FE
    HILLS, GE
    [J]. JOURNAL OF MARKETING, 1975, 39 (03): : 119 - 119
  • [36] Customer Behavior as an Outcome of Social Media Marketing: The Role of Social Media Marketing Activity and Customer Experience
    Wibowo, Ardy
    Chen, Shih-Chih
    Wiangin, Uraiporn
    Ma, Yin
    Ruangkanjanases, Athapol
    [J]. SUSTAINABILITY, 2021, 13 (01) : 1 - 18
  • [37] SOCIAL ASPECTS OF FARMERS' COOPERATIVE MARKETING
    Branson, E. C.
    [J]. SOCIAL FORCES, 1925, 4 (01) : 216 - 217
  • [38] Social aspects of farmers' cooperative marketing
    不详
    [J]. AMERICAN ECONOMIC REVIEW, 1925, 15 (03): : 500 - 501
  • [39] Modeling the Co-evolving Polarization of Opinion and News Propagation Structure in Social Media
    Prasetya, Hafizh Adi
    Murata, Tsuyoshi
    [J]. COMPLEX NETWORKS AND THEIR APPLICATIONS VII, VOL 2, 2019, 813 : 314 - 326
  • [40] Social media and human need satisfaction: Implications for social media marketing
    Zhu, Yu-Qian
    Chen, Houn-Gee
    [J]. BUSINESS HORIZONS, 2015, 58 (03) : 335 - 345