Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map (2009)
AUTHORS:
Niemelä Pyry,
Honkela Timo
BOOKTITLE:
Proceedings of WSOM'09
PAGES:
209-218
INTERNALPDF:
internalpdf/election_som_final.pdf
@inproceedings{ NiemelaHonkelaWSOM09, author = {Niemel{\"a}, Pyry and Honkela, Timo}, title = "Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map", booktitle = "Proceedings of WSOM'09", abstract = "The complex phenomena of political science are typically studied using qualitative approach, potentially supported by hypothesis-driven statistical analysis of some numerical data. In this article, we present a complementary method based on data mining and specifically on the use of the self-organizing map. The idea in data mining is to explore the given data without predetermined hypotheses. As a case study, we explore the relationship between parliamentary election results and socio-economic situation in Finland between 1954 and 2003.", responsibleauthor = "Honkela, Timo", flags = "AIRC COG", year = "2009", pdf = "election_som_final.pdf", impactfactor = "D3", pages = "209-218" }