Mostrar el registro sencillo del ítem

Profitability and money propagation in communities of bank clients : a visual analytics approach

dc.contributor.authorBerggrun, Luisspa
dc.contributor.authorSalamanca, Juanspa
dc.contributor.authorDíaz, Javier Gustavospa
dc.contributor.authorOspina, Juan Davidspa
dc.date.accessioned2023-06-21T22:23:02Z
dc.date.available2023-06-21T22:23:02Z
dc.date.issued2020-11
dc.identifier.issn1544-6123
dc.identifier.urihttp://hdl.handle.net/10726/5065
dc.language.isoeng
dc.publisherElsevier Inc.
dc.subjectClustering
dc.subjectData visualization
dc.subjectSystemic risk
dc.subjectBusiness data processing
dc.subjectInformation analysis
dc.titleProfitability and money propagation in communities of bank clients : a visual analytics approacheng
dc.typearticle
dc.rights.accessrightsinfo:eu-repo/semantics/restrictedAccess
dc.rights.localAcceso Restringido
dc.type.versioninfo:eu-repo/semantics/acceptedVersion
dc.identifier.instnameinstname:Colegio de Estudios Superiores de Administración – CESA
dc.identifier.reponamereponame:Biblioteca Digital – CESA
dc.identifier.repourlrepourl:https://repository.cesa.edu.co/
dc.description.abstractenglishWe analyze financial transactions of corporate bank clients not only at the level of particular customers, but also at the level of communities of customers and a system as a whole. We first build a structure of communities using the Louvain method, which in turn allows us to estimate the profitability of each community. Then, we visualize the community structure and transaction propagation in a custom-made visual analytic platform. The detection and visualization of communities proved to be extremely valuable in the study of money propagation because it revealed a critical structure and the behavior of the clients.eng
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.relation.citationvolume37
dc.contributor.orcidBerggrun, Luis [0000-0002-8489-0818]
dc.contributor.orcidOspina, Juan David [0000-0002-3547-5247]
dc.type.driverinfo:eu-repo/semantics/article
dc.type.redcolhttp://purl.org/redcol/resource_type/ART
dc.type.coarversionhttp://purl.org/coar/version/c_71e4c1898caa6e32
dc.contributor.scopusBerggrun, Luis [37057140100]
dc.contributor.scopusSalamanca, Juan [56428901100]
dc.contributor.scopusDíaz, Javier Gustavo [57210314284]
dc.contributor.scopusOspina, Juan David [57510972600]
dc.description.orcidhttps://orcid.org/0000-0002-8489-0818
dc.description.orcidhttps://orcid.org/0000-0002-3547-5247
dc.description.scopushttps://www.scopus.com/authid/detail.uri?authorId=37057140100
dc.description.scopushttps://www.scopus.com/authid/detail.uri?authorId=56428901100
dc.description.scopushttps://www.scopus.com/authid/detail.uri?authorId=57210314284
dc.description.scopushttps://www.scopus.com/authid/detail.uri?authorId=57510972600
dc.identifier.eissn1544-6131
dc.relation.ispartofjournalFinance Research Letters
dc.identifier.doihttps://doi.org/10.1016/j.frl.2019.101387
dc.rights.coarhttp://vocabularies.coar-repositories.org/access_rights/c_16ec/


Ficheros en el ítem

FicherosTamañoFormatoVer

No hay ficheros asociados a este ítem.

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem