dc.contributor.author | Berggrun, Luis | spa |
dc.contributor.author | Salamanca, Juan | spa |
dc.contributor.author | Díaz, Javier Gustavo | spa |
dc.contributor.author | Ospina, Juan David | spa |
dc.date.accessioned | 2023-06-21T22:23:02Z | |
dc.date.available | 2023-06-21T22:23:02Z | |
dc.date.issued | 2020-11 | |
dc.identifier.issn | 1544-6123 | |
dc.identifier.uri | http://hdl.handle.net/10726/5065 | |
dc.language.iso | eng | |
dc.publisher | Elsevier Inc. | |
dc.subject | Clustering | |
dc.subject | Data visualization | |
dc.subject | Systemic risk | |
dc.subject | Business data processing | |
dc.subject | Information analysis | |
dc.title | Profitability and money propagation in communities of bank clients : a visual analytics approach | eng |
dc.type | article | |
dc.rights.accessrights | info:eu-repo/semantics/restrictedAccess | |
dc.rights.local | Acceso Restringido | |
dc.type.version | info:eu-repo/semantics/acceptedVersion | |
dc.identifier.instname | instname:Colegio de Estudios Superiores de Administración – CESA | |
dc.identifier.reponame | reponame:Biblioteca Digital – CESA | |
dc.identifier.repourl | repourl:https://repository.cesa.edu.co/ | |
dc.description.abstractenglish | We 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.coar | http://purl.org/coar/resource_type/c_2df8fbb1 | |
dc.relation.citationvolume | 37 | |
dc.contributor.orcid | Berggrun, Luis [0000-0002-8489-0818] | |
dc.contributor.orcid | Ospina, Juan David [0000-0002-3547-5247] | |
dc.type.driver | info:eu-repo/semantics/article | |
dc.type.redcol | http://purl.org/redcol/resource_type/ART | |
dc.type.coarversion | http://purl.org/coar/version/c_71e4c1898caa6e32 | |
dc.contributor.scopus | Berggrun, Luis [37057140100] | |
dc.contributor.scopus | Salamanca, Juan [56428901100] | |
dc.contributor.scopus | Díaz, Javier Gustavo [57210314284] | |
dc.contributor.scopus | Ospina, Juan David [57510972600] | |
dc.description.orcid | https://orcid.org/0000-0002-8489-0818 | |
dc.description.orcid | https://orcid.org/0000-0002-3547-5247 | |
dc.description.scopus | https://www.scopus.com/authid/detail.uri?authorId=37057140100 | |
dc.description.scopus | https://www.scopus.com/authid/detail.uri?authorId=56428901100 | |
dc.description.scopus | https://www.scopus.com/authid/detail.uri?authorId=57210314284 | |
dc.description.scopus | https://www.scopus.com/authid/detail.uri?authorId=57510972600 | |
dc.identifier.eissn | 1544-6131 | |
dc.relation.ispartofjournal | Finance Research Letters | |
dc.identifier.doi | https://doi.org/10.1016/j.frl.2019.101387 | |
dc.rights.coar | http://vocabularies.coar-repositories.org/access_rights/c_16ec/ | |