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Exploring the power...
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Gong, QingyuanFudan University, China
(författare)
Exploring the power of social hub services
- Artikel/kapitelEngelska2019
Förlag, utgivningsår, omfång ...
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2018-09-25
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Springer Science and Business Media LLC,2019
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printrdacarrier
Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:ri-36927
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https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-36927URI
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https://doi.org/10.1007/s11280-018-0633-7DOI
Kompletterande språkuppgifter
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Språk:engelska
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Sammanfattning på:engelska
Ingår i deldatabas
Klassifikation
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:art swepub-publicationtype
Anmärkningar
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Given the diverse focuses of emerging online social networks (OSNs), it is common that a user has signed up on multiple OSNs. Social hub services, a.k.a., social directory services, help each user manage and exhibit her OSN accounts on one webpage. In this work, we conduct a data-driven study by crawling over one million user profiles from about.me, a representative online social hub service. Our study aims at gaining insights on cross-OSN social influence from the crawled data. We first analyze the composition of the social hub users. For each user, we collect her social accounts from her social hub webpage, and aggregate the content generated by these accounts on different OSNs to gain a comprehensive view of this user. According to our analysis, there is a high probability that a user would provide consistent information on different OSNs. We then explore the correlation between user activities on different OSNs, based on which we propose a cross-OSN social influence prediction model. With the model, we can accurately predict a user’s social influence on emerging OSNs, such as Instagram, Foursquare, and Flickr, based on her data published on well-established OSNs like Twitter.
Ämnesord och genrebeteckningar
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Machine learning
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Measurement
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Online social networks
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Social hub services
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Social influence
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Learning systems
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Social networking (online)
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Directory service
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Gaining insights
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High probability
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On-line social networks
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Online social networks (OSNs)
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User activity
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Economic and social effects
Biuppslag (personer, institutioner, konferenser, titlar ...)
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Chen, YangFudan University, China
(författare)
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Yu, XiaolongFudan University, China
(författare)
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Xu, ChaoFudan University, China
(författare)
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Guo, ZhichunFudan University, China
(författare)
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Xiao, YuAalto University, Finland
(författare)
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Ben Abdesslem, FehmiRISE,SICS(Swepub:ri)fehmi.ben.abdesslem@ri.se
(författare)
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Wang, XinFudan University, China
(författare)
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Hui, PanUniversity of Helsinki, Finland; Hong Kong University of Science and Technology, Hong Kong
(författare)
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Fudan University, ChinaAalto University, Finland
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:World wide web (Bussum): Springer Science and Business Media LLC22:6, s. 2825-28521386-145X1573-1413
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