TY - JOUR
T1 - Generación de alertas de lavado de activos basadas en redes complejas
T2 - Una revisión sistemática
AU - Ortíz, Maritza Murillo
AU - Marín, Lillyana María Giraldo
AU - Villegas, Herman Horacio Jaramillo
AU - Escobar, Carlos César Piedrahita
AU - Montoya, Luisa Fernanda Villa
N1 - Publisher Copyright:
© 2021, Associacao Iberica de Sistemas e Tecnologias de Informacao. All rights reserved.
PY - 2021
Y1 - 2021
N2 - International organizations face a highly complex task: to detect money-laundering operations, which, because of their illegality, tend to remain hidden from the authorities. One of the most valuable assets is the information centralized by these control bodies such as alerts generated by financial institutions based on transactional transactions, which, because of their large volume, requires an advanced strategy to identify unusual operations that, despite efforts, remain a challenge. For this reason, a systematic review of the literature on generating money-laundering alerts based on complex networks was developed. This review found that the analysis of complex networks is ideal given its ability to identify criminal patterns in a large volume of transactional data and also presents challenges for when the network is incomplete, and the origin or destination of resources is unknown.
AB - International organizations face a highly complex task: to detect money-laundering operations, which, because of their illegality, tend to remain hidden from the authorities. One of the most valuable assets is the information centralized by these control bodies such as alerts generated by financial institutions based on transactional transactions, which, because of their large volume, requires an advanced strategy to identify unusual operations that, despite efforts, remain a challenge. For this reason, a systematic review of the literature on generating money-laundering alerts based on complex networks was developed. This review found that the analysis of complex networks is ideal given its ability to identify criminal patterns in a large volume of transactional data and also presents challenges for when the network is incomplete, and the origin or destination of resources is unknown.
KW - Complex networks
KW - Graph theory
KW - Literature review
KW - Money laundering
UR - http://www.scopus.com/inward/record.url?scp=85124405811&partnerID=8YFLogxK
M3 - Artículo
AN - SCOPUS:85124405811
SN - 1646-9895
VL - 2021
SP - 254
EP - 265
JO - RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao
JF - RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao
IS - E43
ER -