Title
Visual Analysis of Sales Temporal Evolution Using KMeans, MultiStream and GeoChart
Date Issued
01 January 2021
Access level
metadata only access
Resource Type
conference paper
Publisher(s)
Springer Science and Business Media Deutschland GmbH
Abstract
In this study, we propose to employ KMeans, MultiStream and GeoChart to meet the complexity of information treatment in growing companies, and to visualize large amounts of data, in order to support timely decision-making with a Visual Analysis. KMeans allows information to be segregated by relating the gains to the distance between the nodes, MultiStream allows selecting a time segment and identifying patterns based on hierarchies of the selected segment and GeoChart allows a generic geographic visualization by adding the selected data in a data structure to visualize them on a map. Employing all three programs, KMeans, MultiStream and GeoChart, we analyze information from data banks of a transit company and illustrate how to arrive at a reliable cost/benefit analysis via a nine-step data analyzation procedure.
Start page
158
End page
178
Volume
1364 AISC
Language
English
OCDE Knowledge area
Negocios, Administración
Ingeniería, Tecnología
Subjects
Scopus EID
2-s2.0-85105913501
Source
Advances in Intelligent Systems and Computing
Resource of which it is part
Advances in Intelligent Systems and Computing
ISSN of the container
21945357
ISBN of the container
9783030731021
Conference
Future of Information and Communication Conference, FICC 2021
Sources of information:
Directorio de Producción Científica
Scopus