CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHOD
The European Unionpaved the way for countries to be divided into sub-units and in a sense pavedthe way for the further elaboration of statistical calculations. Level-1 orLevel-2 classifications, which are created not only by the cities but also withneighboring cities, are of great importance in the...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Sivas Cumhuriyet Üniversitesi
2019-11-01
|
| Series: | Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi |
| Subjects: | |
| Online Access: | https://dergipark.org.tr/tr/download/article-file/866935 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832570673597251584 |
|---|---|
| author | Özge Gündoğdu Necati Erilli |
| author_facet | Özge Gündoğdu Necati Erilli |
| author_sort | Özge Gündoğdu |
| collection | DOAJ |
| description | The European Unionpaved the way for countries to be divided into sub-units and in a sense pavedthe way for the further elaboration of statistical calculations. Level-1 orLevel-2 classifications, which are created not only by the cities but also withneighboring cities, are of great importance in the development calculations ofcountries. Fuzzy Clustering approach comes out as a suitable method if theclusters are not separated from each other prominently or if some of themembers are indecisive about being a member of the cluster. Fuzzy clusters arefunctions that determine each unit between 0 and 1 defined as the membership ofthe unit. Units which are very similar take part in the same cluster accordingto high membership degree. The purpose here is to determine homogenous citygroups that have the same characteristics in terms of these indicators. In thisstudy, one of the well known fuzzy clustering methods Gustafson-Kessel is usedfor classification SCTU Level-2 regions through development indicators. Theresults obtained from the Level-2 classifications were also used to rank theregions according to their importance. Thus, priority regions can be determinedin investments. |
| format | Article |
| id | doaj-art-2e51763b29ad4dd181e5ab1bc5445c32 |
| institution | Kabale University |
| issn | 1303-1279 |
| language | English |
| publishDate | 2019-11-01 |
| publisher | Sivas Cumhuriyet Üniversitesi |
| record_format | Article |
| series | Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi |
| spelling | doaj-art-2e51763b29ad4dd181e5ab1bc5445c322025-02-02T14:33:37ZengSivas Cumhuriyet ÜniversitesiCumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi1303-12792019-11-012022482602057CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHODÖzge Gündoğdu0https://orcid.org/0000-0002-3109-2759Necati Erilli1https://orcid.org/0000-0001-6948-0880SÜLEYMAN DEMİREL ÜNİVERSİTESİ, İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ, EKONOMETRİ BÖLÜMÜSİVAS CUMHURİYET ÜNİVERSİTESİ, İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ, EKONOMETRİ BÖLÜMÜThe European Unionpaved the way for countries to be divided into sub-units and in a sense pavedthe way for the further elaboration of statistical calculations. Level-1 orLevel-2 classifications, which are created not only by the cities but also withneighboring cities, are of great importance in the development calculations ofcountries. Fuzzy Clustering approach comes out as a suitable method if theclusters are not separated from each other prominently or if some of themembers are indecisive about being a member of the cluster. Fuzzy clusters arefunctions that determine each unit between 0 and 1 defined as the membership ofthe unit. Units which are very similar take part in the same cluster accordingto high membership degree. The purpose here is to determine homogenous citygroups that have the same characteristics in terms of these indicators. In thisstudy, one of the well known fuzzy clustering methods Gustafson-Kessel is usedfor classification SCTU Level-2 regions through development indicators. Theresults obtained from the Level-2 classifications were also used to rank theregions according to their importance. Thus, priority regions can be determinedin investments.https://dergipark.org.tr/tr/download/article-file/866935gustafson-kesseldevelopment indexclassificationfuzzy clusteringgustafson-kesselgelişmişlik i̇ndeksisınıflamabulanık kümeleme |
| spellingShingle | Özge Gündoğdu Necati Erilli CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHOD Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi gustafson-kessel development index classification fuzzy clustering gustafson-kessel gelişmişlik i̇ndeksi sınıflama bulanık kümeleme |
| title | CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHOD |
| title_full | CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHOD |
| title_fullStr | CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHOD |
| title_full_unstemmed | CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHOD |
| title_short | CLASSIFICATION OF SUB-LEVELS IN TURKEY WITH GUSTAFSON-KESSEL METHOD |
| title_sort | classification of sub levels in turkey with gustafson kessel method |
| topic | gustafson-kessel development index classification fuzzy clustering gustafson-kessel gelişmişlik i̇ndeksi sınıflama bulanık kümeleme |
| url | https://dergipark.org.tr/tr/download/article-file/866935 |
| work_keys_str_mv | AT ozgegundogdu classificationofsublevelsinturkeywithgustafsonkesselmethod AT necatierilli classificationofsublevelsinturkeywithgustafsonkesselmethod |