[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3152465.3152469acmconferencesArticle/Chapter ViewAbstractPublication PagesgisConference Proceedingsconference-collections
research-article

The Modeling of WeChat Propagation Network Based on Geographic Information

Published: 07 November 2017 Publication History

Abstract

WeChat becomes the China's most widely used online social media application because of its convenience and simplicity. This paper is based on the records of HTML5 web pages that spread in WeChat. The propagation network G is constructed with these records. Then, according to the city where a Web user is, the network is divided into small networks within the city Gi (In-city Networks) and the networks Gij between any two cities (Out-city Networks). Based on the analysis of Gi and Gij, a WeChat propagation net-work model with geographic information is established. This net-work model has the characteristics of WeChat propagation and geographic information. This work can support the online opinion propagation researches with geographical characteristics.

References

[1]
K., Gautier, C., Francesco, R., Carlo, and DB., Vincent. Urban gravity: a model for inter-city telecommunication flows. Journal of Statistical Mechanics: Theory and Experiment, 07(L07003), 2009.
[2]
C, Roth, SM, Kang, M, Batty, and M, Barthélemy. Structure of urban movements: polycentric activity and entangled hierarchical flows. PLoS One, 6(1):e15923, 2011.
[3]
V, Blondel, G, Krings, and I, Thomas. Regions and borders of mobile telephony in belgium and in the brussels metropolitan zone. Brussels Studies, 42, 2010.
[4]
C, Ratti, S, Sobolevsky, F, Calabrese, C, Andris, J, Reades, M, Martino, R, Claxton, and SH, Strogatz. Redrawing the map of great britain from a network of human interactions. PLoS One, 5(12), 2010.
[5]
Watts, D. J. and Strogatz, S. H. Collective dynamics of 'small-world' networks. Nature, p. 440, 1998.
[6]
F, Liljeros, R, Edling C, and A, Amaral L. The web of human sexual contacts. Nature, 411(6840):907--908, 2001.
[7]
H, Ebel, I, Mielsch L, and Bornholdt S, .. Scale-free topology of email networks. Physical Review E Statistical Nonlinear Soft Matter Physics, 66(3), 2002.
[8]
S, Milgram. The small world problem. Psychology Today, 2(1):185--195., 1967.
[9]
M, Faloutsos, P, Faloutsos, and C, Faloutsos. On power-law relationships of the internet topology. Acm Sigcomm Computer Communication Review, 29(4):251--262, 1999.
[10]
L, Barabasi A and., Albert R. Emergence of scaling in random networks. Science, 286(5439):509, 1999.
[11]
R, Albert, H, Jeong, and Barabasi A L., ():. Diameter of the world wide web. Nature, 401(6749):130--131, 1999.
[12]
Ke, X.U., Zhang, S., Hao, C., and Hai-Tao. Measurement and analysis of online social networks. Chinese Journal of Computers, pp. 29--42, 2014.
[13]
J, Onnela, J, Saramäki, J, HyvöNen, G, Szabóa, M, De Menezes, K, Kaski, A, Barabási, and J, Kertész. Analysis of a large-scale weighted network of one-to-one human communication. New Journal of Physics, 9(6), 2007.
[14]
G, PALLA and T, VICSEK. Quantifying social group evo-lution. Nature, 446(7136):664, 2007.
[15]
R, Lambiotte, V, Blondel, C, De Kerchove, E, Huens, C, Prieur, Z, Smoreda, and P, Van Dooren. Geographical dispersal of mobile communication networks. Physica A: Statistical Mechanics and its Applications, 387(21):5317--5325, 2012.
[16]
G, Song, L, Yu, W, Yaoli, and Xiujun M. Discovering spatial interaction communities from mobile phone data. Transactions in GIS, 17(3):463--481, 2013.
[17]
C, Guanghua, T, Jean-Claude, T, Daoqin, S, LI, and L, Yu. Uncovering regional characteristics from mobile phone data: A network science approach. Papers in Regional Science, 95(3):613--631, 2016.
[18]
J, Newman M E and J, Watts D. Scaling and percolation in the small-world network model. Physical Review E Statistical Physics Plasmas Fluids Related Interdisciplinary Topics, 60(6 Pt B), 1999.
[19]
Jian, Song, Xu, Meina, Song, and Xiaosu, Zhan. A method of assessing the credibility of domesticip address libraries. Computer applications, z2(15):4--6, 2014.

Index Terms

  1. The Modeling of WeChat Propagation Network Based on Geographic Information

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    EM-GIS '17: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management
    November 2017
    92 pages
    ISBN:9781450354936
    DOI:10.1145/3152465
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 07 November 2017

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. Geographical characteristics
    2. HTML5 webpage
    3. WeChat application
    4. propagation Network

    Qualifiers

    • Research-article
    • Research
    • Refereed limited

    Conference

    SIGSPATIAL'17
    Sponsor:

    Acceptance Rates

    EM-GIS '17 Paper Acceptance Rate 14 of 28 submissions, 50%;
    Overall Acceptance Rate 30 of 54 submissions, 56%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 69
      Total Downloads
    • Downloads (Last 12 months)3
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 18 Jan 2025

    Other Metrics

    Citations

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media