EN
A classification study for re-determination of the geographical regions: the case of Turkey
Abstract
The rapid urbanization of the residential areas in an unplanned and irregular manner causes ecological and environmental changes. Understanding this growth is an important criterion for developing environmentally friendly policies and creating new limits. Although determining the boundaries of the region cannot be connected to a single basic principle, a planning can be made by making statistical inferences. In this regard, in this study, Turkey's geographic boundaries are discussed again. A classification analysis was conducted to discuss how the change of environmental and human criteria affects the limits. The study was carried out with two data sets. The first is the provinces that exist in the present, and the second is the selected developing districts. The algorithm that gave the best results for the data was determined. The reason for the provinces classified incorrectly according to this algorithm was discussed and a new border map was proposed.
Keywords
References
- 1st Geography Congress, “Raporlar, müzakereler, kararlar”, T.C. Maarif Vekilliği, 1941.
- M. Alan, S. Dündar, “Yatırım teşvik verilerinin veri madenciliği ile analizi”, Kırıkkale Üniversitesi Sosyal Bilimler Dergisi, vol. 7, no. 2, pp. 119-130, 2017.
- M. Albayrak, “The use of data mining in scientific research”, International Journal of Social Sciences and Education Research, vol. 3, no. 3, pp. 751-760, 2017.
- K. Arınç, “Coğrafi metodoloji açısından bölgesel coğrafya, bölge bilimi ve coğrafi bölgeler”, Türk Coğrafya Dergisi, vol. 6, pp. 13-24, 2013.
- H. Buhaug, H. Urdal, “An urbanization bomb? Population growth and social disorder in cities”, Glob. Environ. Chang., vol. 23, no. 1, pp. 1-10, 2013.
- E.L.A. Glaeser, “A world of cities: The causes and consequences of urbanization in poorer countries”, J. Eur. Econ. Assoc, vol. 12, pp. 1154-1199, 2019.
- R. Dash, R. Dash, D. Mishra, “A hybridized rough-PCA approach of attribute reduction for high dimensional data set”, European Journal of Scientific Research, vol. 44, no. 1, pp. 29-38, 2010.
- Department of Economic and Social Affairs, Population Division, United Nations. World urbanization prospects: the 2014 revision, United Nations: New York, NY, USA, 2015.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Publication Date
December 31, 2021
Submission Date
August 29, 2021
Acceptance Date
December 13, 2021
Published in Issue
Year 2021 Volume: 9 Number: 4
APA
Durmuş, B., & İşçi Güneri, Ö. (2021). A classification study for re-determination of the geographical regions: the case of Turkey. International Journal of Applied Mathematics Electronics and Computers, 9(4), 97-102. https://doi.org/10.18100/ijamec.988273
AMA
1.Durmuş B, İşçi Güneri Ö. A classification study for re-determination of the geographical regions: the case of Turkey. International Journal of Applied Mathematics Electronics and Computers. 2021;9(4):97-102. doi:10.18100/ijamec.988273
Chicago
Durmuş, Burcu, and Öznur İşçi Güneri. 2021. “A Classification Study for Re-Determination of the Geographical Regions: The Case of Turkey”. International Journal of Applied Mathematics Electronics and Computers 9 (4): 97-102. https://doi.org/10.18100/ijamec.988273.
EndNote
Durmuş B, İşçi Güneri Ö (December 1, 2021) A classification study for re-determination of the geographical regions: the case of Turkey. International Journal of Applied Mathematics Electronics and Computers 9 4 97–102.
IEEE
[1]B. Durmuş and Ö. İşçi Güneri, “A classification study for re-determination of the geographical regions: the case of Turkey”, International Journal of Applied Mathematics Electronics and Computers, vol. 9, no. 4, pp. 97–102, Dec. 2021, doi: 10.18100/ijamec.988273.
ISNAD
Durmuş, Burcu - İşçi Güneri, Öznur. “A Classification Study for Re-Determination of the Geographical Regions: The Case of Turkey”. International Journal of Applied Mathematics Electronics and Computers 9/4 (December 1, 2021): 97-102. https://doi.org/10.18100/ijamec.988273.
JAMA
1.Durmuş B, İşçi Güneri Ö. A classification study for re-determination of the geographical regions: the case of Turkey. International Journal of Applied Mathematics Electronics and Computers. 2021;9:97–102.
MLA
Durmuş, Burcu, and Öznur İşçi Güneri. “A Classification Study for Re-Determination of the Geographical Regions: The Case of Turkey”. International Journal of Applied Mathematics Electronics and Computers, vol. 9, no. 4, Dec. 2021, pp. 97-102, doi:10.18100/ijamec.988273.
Vancouver
1.Burcu Durmuş, Öznur İşçi Güneri. A classification study for re-determination of the geographical regions: the case of Turkey. International Journal of Applied Mathematics Electronics and Computers. 2021 Dec. 1;9(4):97-102. doi:10.18100/ijamec.988273
Cited By
Makine Öğrenmesi İle Eksik Veri Tamamlama Yöntemlerinin Sınıflandırma Performansına Etkileri
Kayseri Üniversitesi Sosyal Bilimler Dergisi
https://doi.org/10.51177/kayusosder.1307226