Data mining of social networks represented as graphs
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- dc.contributor.author Nettleton, David F.
- dc.date.accessioned 2020-03-12T16:44:19Z
- dc.date.available 2020-03-12T16:44:19Z
- dc.date.issued 2013
- dc.description.abstract In this survey we review the literature and concepts of the data mining of social networks, with special emphasis on their representation as a graph structure. The survey is divided into two principal parts: first we conduct a survey of the literature which forms the ‘basis’ and background for the field; second we define a set of ‘hot topics’ which are currently in vogue in congresses and the literature. The ‘basis’ or background part is divided into four major themes: graph theory, social networks, online social networks and graph mining. The graph mining theme is organized into ten subthemes. The second, ‘hot topic’ part, is divided into five major themes: communities, influence and recommendation, models metrics and dynamics, behaviour and relationships, and information diffusion.en
- dc.description.sponsorship This research is partially supported by the Spanish MEC (project HIPERGRAPH TIN2009-14560-C03-01).
- dc.format.mimetype application/pdf
- dc.identifier.citation Nettleton DF. Data mining of social networks represented as graphs. Comput Sci Rev. 2013 Feb;7(1):1-34. DOI: 10.1016/j.cosrev.2012.12.001
- dc.identifier.doi http://dx.doi.org/10.1016/j.cosrev.2012.12.001
- dc.identifier.issn 1574-0137
- dc.identifier.uri http://hdl.handle.net/10230/43889
- dc.language.iso eng
- dc.publisher Elsevier
- dc.relation.ispartof Computer Science Review. 2013 Feb;7(1):1-34
- dc.relation.projectID info:eu-repo/grantAgreement/ES/3PN/TIN2009-14560-C03-01
- dc.rights © Elsevier http://dx.doi.org/10.1016/j.cosrev.2012.12.001
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.subject.keyword Graphsen
- dc.subject.keyword Online social networksen
- dc.subject.keyword Graph miningen
- dc.subject.keyword Data miningen
- dc.subject.keyword Statistical analysisen
- dc.subject.keyword Data modellingen
- dc.title Data mining of social networks represented as graphsen
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/acceptedVersion