Executive Secretary

VII Simposio Internacional de Ciencias Farmacéuticas 2019 "VII SICF" -IV Simposio Internacional "Química de los productos naturales"

VII Simposio Internacional de Ciencias Farmacéuticas 2019

VII SICF

Parallel approach for network construction from large purchasing collections

When dealing with problems arising from applications such as customer purchasing interactions, building the network for a dataset comprised of millions of transactions will lead to some computational issues. In this paper, we tackle that computation challenge by using a parallel approach for network representations in presence of massive amount of purchasing data. Numerical simulations using a real-world problem show the advantages of the proposed parallel solution.

When dealing with problems arising from applications such as customer purchasing interactions, building the network for a dataset comprised of millions of transactions will lead to some computational issues. In this paper, we tackle that computation challenge by using a parallel approach for network representations in presence of massive amount of purchasing data. Numerical simulations using a real-world problem show the advantages of the proposed parallel solution.

Sobre el ponente

Ivett Elena Fuentes Herrera

MsC. Ivett Elena Fuentes Herrera

UCLV Flag of Cuba
Información Práctica
English (US)
No definido
30 minutos
No definido
Autores
Leticia arco
MsC. Ivett Elena Fuentes Herrera
Koen vanhoof
Gonzalo nápoles
Palabras clave
community detection
complex network construction
customer purchasing data
parallel computing