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Erschienen in: GeoInformatica 2/2018

30.09.2017

The national geographic characteristics of online public opinion propagation in China based on WeChat network

verfasst von: Chuan Ai, Bin Chen, Lingnan He, Kaisheng Lai, Xiaogang Qiu

Erschienen in: GeoInformatica | Ausgabe 2/2018

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Abstract

Offline networks have been the subject of intense academic scrutiny for many decades, but we still know little about the nationwide spatial interaction patterns and its application for public opinion management of online social networks. With the aim of uncovering the geographic interaction characteristics of online public opinion propagation, we analyze a large dataset obtained from WeChat, the most popular social media application in China, and construct the spatial interaction network G, which contains 359 city-nodes. It is found that the communities in the network and the administrative division corresponded well with each other, and cities with high betweenness and degree also develop well in the economy. Public opinion propagation depends on the state of online interaction. The findings indicate that public opinion should be managed separately by regions divided according to the community division, and different regions should adopt different management methods according to their economic, historical and political characteristics. In our work, the possibility and opportunity is presented to study the spatial interaction patterns of online public opinion propagation with the massive behavioral data and the methods of complex network.

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Literatur
1.
Zurück zum Zitat Mislove A, Marcon M, Gummadi KP, Druschel P, Bhattacharjee B (2007) Measurement and analysis of online social networks. Paper presented at the Proceedings of the 7th ACM SIGCOMM conference on Internet measurement, San Diego Mislove A, Marcon M, Gummadi KP, Druschel P, Bhattacharjee B (2007) Measurement and analysis of online social networks. Paper presented at the Proceedings of the 7th ACM SIGCOMM conference on Internet measurement, San Diego
4.
Zurück zum Zitat Watts DJ, Strogatz SH (1998) Collective dynamics of small-world networks. Nature 393(6684):440–442CrossRef Watts DJ, Strogatz SH (1998) Collective dynamics of small-world networks. Nature 393(6684):440–442CrossRef
5.
Zurück zum Zitat Barabási A-L, Albert R (1999) Emergence of Scaling in Random Networks. Science 286(5439):509CrossRef Barabási A-L, Albert R (1999) Emergence of Scaling in Random Networks. Science 286(5439):509CrossRef
6.
Zurück zum Zitat Benevenuto F, Rodrigues T, Cha M, Almeida V (2009) Characterizing user behavior in online social networks. Paper presented at the Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference, Chicago Benevenuto F, Rodrigues T, Cha M, Almeida V (2009) Characterizing user behavior in online social networks. Paper presented at the Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference, Chicago
7.
Zurück zum Zitat Schneider F, Feldmann A, Krishnamurthy B, Willinger W (2009) Understanding online social network usage from a network perspective. Paper presented at the Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference, Chicago Schneider F, Feldmann A, Krishnamurthy B, Willinger W (2009) Understanding online social network usage from a network perspective. Paper presented at the Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference, Chicago
8.
Zurück zum Zitat Nazir A, Raza S, Chuah C-N (2008) Unveiling facebook: a measurement study of social network based applications. Paper presented at the Proceedings of the 8th ACM SIGCOMM conference on Internet measurement, Vouliagmeni, Greece Nazir A, Raza S, Chuah C-N (2008) Unveiling facebook: a measurement study of social network based applications. Paper presented at the Proceedings of the 8th ACM SIGCOMM conference on Internet measurement, Vouliagmeni, Greece
11.
Zurück zum Zitat Gong NZ, Xu W, Huang L, Mittal P, Stefanov E, Sekar V, Song D (2012) Evolution of social-attribute networks: measurements, modeling, and implications using google+. Paper presented at the Proceedings of the 2012 ACM conference on Internet measurement conference, Boston Gong NZ, Xu W, Huang L, Mittal P, Stefanov E, Sekar V, Song D (2012) Evolution of social-attribute networks: measurements, modeling, and implications using google+. Paper presented at the Proceedings of the 2012 ACM conference on Internet measurement conference, Boston
12.
Zurück zum Zitat Gautier K, Francesco C, Carlo R, Vincent DB (2009) Urban gravity: a model for inter-city telecommunication flows. Journal of Statistical Mechanics: Theory and Experiment 2009(07):L07003 Gautier K, Francesco C, Carlo R, Vincent DB (2009) Urban gravity: a model for inter-city telecommunication flows. Journal of Statistical Mechanics: Theory and Experiment 2009(07):L07003
14.
Zurück zum Zitat Liu Z, Huang Y (2014) Community detection from location-tagged networks[C]// ACM Sigspatial International Conference on Advances in Geographic Information Systems. ACM, pp 525–528 Liu Z, Huang Y (2014) Community detection from location-tagged networks[C]// ACM Sigspatial International Conference on Advances in Geographic Information Systems. ACM, pp 525–528
16.
Zurück zum Zitat Moyano LG, Thomae ORM, Frias-Martinez E (2012) Uncovering the Spatio-temporal Structure of Social Networks Using Cell Phone Records. Paper presented at the Proceedings of the 2012 I.E. 12th International Conference on Data Mining Workshops Moyano LG, Thomae ORM, Frias-Martinez E (2012) Uncovering the Spatio-temporal Structure of Social Networks Using Cell Phone Records. Paper presented at the Proceedings of the 2012 I.E. 12th International Conference on Data Mining Workshops
17.
Zurück zum Zitat Ullman EL, Boyce RR (1980) Geography as spatial interaction. University of Washington Press 44:13–27 Ullman EL, Boyce RR (1980) Geography as spatial interaction. University of Washington Press 44:13–27
18.
Zurück zum Zitat Noronha VT, Goodchild MF (2005) Modeling Interregional Interaction: Implications for Defining Functional Regions. Ann Assoc Am Geogr 82(1):86–102CrossRef Noronha VT, Goodchild MF (2005) Modeling Interregional Interaction: Implications for Defining Functional Regions. Ann Assoc Am Geogr 82(1):86–102CrossRef
19.
Zurück zum Zitat Castells M (1996) Rise of the Network Society: The Information Age: Economy, Society and Culture. Blackwell Publishers, Inc. 48(2):132–134 Castells M (1996) Rise of the Network Society: The Information Age: Economy, Society and Culture. Blackwell Publishers, Inc. 48(2):132–134
21.
Zurück zum Zitat Blondel V, Krings G, Thomas I (2010) Regions and borders of mobile telephony in belgium and in the brussels metropolitan zone. Brussels Studies 42(4):1–12 Blondel V, Krings G, Thomas I (2010) Regions and borders of mobile telephony in belgium and in the brussels metropolitan zone. Brussels Studies 42(4):1–12
23.
Zurück zum Zitat Guimerà R, Mossa S, Turtschi A, Amaral LAN (2005) The Worldwide Air Transportation Network: Anomalous Centrality, Community Structure, and Cities' Global Roles. Proc Natl Acad Sci U S A 102(22):7794–7799CrossRef Guimerà R, Mossa S, Turtschi A, Amaral LAN (2005) The Worldwide Air Transportation Network: Anomalous Centrality, Community Structure, and Cities' Global Roles. Proc Natl Acad Sci U S A 102(22):7794–7799CrossRef
26.
Zurück zum Zitat Palla G, Barabási A-L, Vicsek T (2007) Quantifying social group evolution. Nature 446(7136):664–667CrossRef Palla G, Barabási A-L, Vicsek T (2007) Quantifying social group evolution. Nature 446(7136):664–667CrossRef
31.
Zurück zum Zitat Montis AD, Barthelemy M, Chessa A, Vespignani A (2005) The structure of Inter-Urban traffic: A weighted network analysis. Physics 34(5):905–924 Montis AD, Barthelemy M, Chessa A, Vespignani A (2005) The structure of Inter-Urban traffic: A weighted network analysis. Physics 34(5):905–924
38.
Zurück zum Zitat Jian S, Ke X, Meina S, Xiaosu Z (2014) Credibility evaluation method of domestic IP address database. Journal of Computer Applications (z2):4-6,15 Jian S, Ke X, Meina S, Xiaosu Z (2014) Credibility evaluation method of domestic IP address database. Journal of Computer Applications (z2):4-6,15
Metadaten
Titel
The national geographic characteristics of online public opinion propagation in China based on WeChat network
verfasst von
Chuan Ai
Bin Chen
Lingnan He
Kaisheng Lai
Xiaogang Qiu
Publikationsdatum
30.09.2017
Verlag
Springer US
Erschienen in
GeoInformatica / Ausgabe 2/2018
Print ISSN: 1384-6175
Elektronische ISSN: 1573-7624
DOI
https://doi.org/10.1007/s10707-017-0311-4

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