Measurement and Analysis of the Swarm Social Network with Tens of Millions of Nodes

Yang Chen, Jiyao Hu, Hao Zhao, Yu Xiao, Pan Hui

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

15 Sitaatiot (Scopus)
104 Lataukset (Pure)

Abstrakti

Graphs have been widely used for representing the relationship among users in online social networks (OSNs). As crawling an entire OSN is resource- and time-consuming, most of the existing work only pick a sampled subgraph for study. However, this may introduce serious inaccuracy into the analytic results, not to mention that some important metrics cannot even be calculated. In this work, we crawl the entire social network of Swarm, a leading mobile social app with more than 60 million users, using a distributed approach. Based on the crawled massive user data, we conduct a data-driven study to get a comprehensive picture of the entire Swarm social network. Our study provides a deep analysis of social interactions between Swarm users, and reveals the relationship between social connectivity and check-in activities.
AlkuperäiskieliEnglanti
Sivut4547-4559
Sivumäärä13
JulkaisuIEEE Access
Vuosikerta6
DOI - pysyväislinkit
TilaJulkaistu - 2018
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

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  • Fudan University

    Yu Xiao (Visiting researcher)

    19 syysk. 20168 lokak. 2016

    Aktiviteetti: Vierailu ulkomaiseen yliopistoon

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