Data analysis of european union states: youth behavior in digital world
ČlánekOtevřený přístuppeer-reviewedpublishedSoubory
Datum publikování
2018
Autoři
Vedoucí práce
Oponent
Název časopisu
Název svazku
Vydavatel
Univerzita Pardubice
Abstrakt
The paper deals with data analysis of young people behaviour (in age from
16 to 29 years) in digital world living in the European Union States. For this analysis,
ten selected indicators from the area of digital world (focused for example on working
with Internet, on social networks, on the Internet banking, on searching of information
about travelling, about goods and services, e-mail communication and calls) and two
economic indicators (gross domestic product per capita and unemployment rate) were
chosen. Derived attributes were calculated in the data pre-processing phase. Selected
algorithms of the agglomerative hierarchical clustering (as are the nearest neighbour
method, the furthest neighbour method, the centroid clustering, the median clustering
and the Ward method etc.) were used to find groups of similar objects (individual states
of the European Union) based on the chosen indicators. Values of average coefficients
of growth were used for clustering. The best results of clustering were achieved by the
Ward‘s method; the data was divided into three clusters. Identified groups of European
Union States were described by mentioned indicators.
Rozsah stran
p. 102 - 113
ISSN
1211-555X (Print)
1804-8048 (Online)
1804-8048 (Online)
Trvalý odkaz na tento záznam
Projekt
Zdrojový dokument
Scientific papers of the University of Pardubice. Series D, Faculty of Economics and Administration. 44/2018
Vydavatelská verze
Přístup k e-verzi
open access
Název akce
ISBN
Studijní obor
Studijní program
Signatura tištěné verze
Umístění tištěné verze
Přístup k tištěné verzi
Klíčová slova
digital world, youth, model, hierarchical cluster analysis