%0 Journal Article %1 PyryNiemelä2010 %A Niemelä, Pyry %A Honkela, Timo %D 2010 %K proj:gtf %T Analysis of Parliamentary Election Results and Socio-Economic Situation using Self-Organizing Map %U http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.157.1917 %X Abstract. The complex phenomena of political science are typically studied using qualitative approach, potentially supported by hypothesisdriven 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. 1

@article{PyryNiemelä2010, abstract = {Abstract. The complex phenomena of political science are typically studied using qualitative approach, potentially supported by hypothesisdriven 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. 1}, added-at = {2010-03-29T14:50:03.000+0200}, author = {Niemelä, Pyry and Honkela, Timo}, biburl = {https://www.bibsonomy.org/bibtex/2267fac289650a4b6fc79d775ba35e666/wnpxrz}, description = {Scientific Commons: Analysis of Parliamentary Election Results and Socio-Economic Situation using Self-Organizing Map (2010), 2010-03-20 [Pyry Niemelä, Timo Honkela]}, institution = {CiteSeerX - Scientific Literature Digital Library and Search Engine [http://citeseerx.ist.psu.edu/oai2] (United States)}, interhash = {067af95c9a41411d40ae5530deb5afe5}, intrahash = {267fac289650a4b6fc79d775ba35e666}, keywords = {proj:gtf}, location = {http://www.scientificcommons.org/55573840}, timestamp = {2010-03-29T14:50:03.000+0200}, title = {Analysis of Parliamentary Election Results and Socio-Economic Situation using Self-Organizing Map}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.157.1917}, year = 2010 }