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

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorChen, Yangen_US
dc.contributor.authorHu, Jiyaoen_US
dc.contributor.authorZhao, Haoen_US
dc.contributor.authorXiao, Yuen_US
dc.contributor.authorHui, Panen_US
dc.contributor.departmentDepartment of Communications and Networkingen
dc.contributor.groupauthorMobile Cloud Computingen
dc.contributor.organizationFudan Universityen_US
dc.contributor.organizationUniversity of Helsinkien_US
dc.date.accessioned2018-12-21T10:30:06Z
dc.date.available2018-12-21T10:30:06Z
dc.date.issued2018en_US
dc.description.abstractGraphs 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.en
dc.description.versionPeer revieweden
dc.format.extent13
dc.format.extent4547-4559
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationChen, Y, Hu, J, Zhao, H, Xiao, Y & Hui, P 2018, ' Measurement and Analysis of the Swarm Social Network with Tens of Millions of Nodes ', IEEE Access, vol. 6, pp. 4547-4559 . https://doi.org/10.1109/ACCESS.2018.2789915en
dc.identifier.doi10.1109/ACCESS.2018.2789915en_US
dc.identifier.issn2169-3536
dc.identifier.otherPURE UUID: 490973ee-f677-4231-b9e7-0347c000c1b3en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/490973ee-f677-4231-b9e7-0347c000c1b3en_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/30333165/ELEC_chen_et_al_measurement_and_analysis_IEEEAccess.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/35647
dc.identifier.urnURN:NBN:fi:aalto-201812216656
dc.language.isoenen
dc.relation.ispartofseriesIEEE Accessen
dc.relation.ispartofseriesVolume 6en
dc.rightsopenAccessen
dc.subject.keywordSocial networken_US
dc.subject.keywordswarmen_US
dc.subject.keywordmeasurementen_US
dc.subject.keywordanalysisen_US
dc.titleMeasurement and Analysis of the Swarm Social Network with Tens of Millions of Nodesen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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