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dc.contributor.authorÁlvarez García, Sandra
dc.contributor.authorBaeza Yates, Ricardo
dc.contributor.authorBrisaboa, Nieves R.
dc.contributor.authorLarriba Pey, Josep
dc.contributor.authorPedreira, Oscar
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors
dc.identifier.citationÁlvarez, S. [et al.]. Automatic multi-partite graph generation from arbitrary data. "Journal of systems and software", 22 Agost 2014, vol. 94, p. 72-86.
dc.description.abstractIn this paper we present a generic model for automatic generation of basic multi-partite graphs obtained from collections of arbitrary input data following user indications. The paper also presents GraphGen, a tool that implements this model. The input data is a collection of complex objects composed by a set or list of heterogeneous elements. Our tool provides a simple interface for the user to specify the types of nodes that are relevant for the application domain in each case. The nodes and the relationships between them are derived from the input data through the application of a set of derivation rules specified by the user. The resulting graph can be exported in the standard GraphML format so that it can be further processed with other graph management and mining systems. We end by giving some examples in real scenarios that show the usefulness of this model.
dc.format.extent15 p.
dc.subjectÀrees temàtiques de la UPC::Informàtica::Sistemes d'informació
dc.subject.lcshGraphic methods
dc.subject.otherGraph processing and analysis
dc.subject.otherAutomatic graph generation
dc.titleAutomatic multi-partite graph generation from arbitrary data
dc.subject.lemacMètodes gràfics
dc.contributor.groupUniversitat Politècnica de Catalunya. DAMA-UPC - Data Management Group
dc.description.peerreviewedPeer Reviewed
dc.rights.accessRestricted access - publisher's policy
dc.description.versionPostprint (published version)
local.citation.authorÁlvarez, S.; Baeza, R.; Brisaboa, N.; Larriba, J.; Pedreira, O.
local.citation.publicationNameJournal of systems and software

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