• Türkçe
    • English
  • Türkçe 
    • Türkçe
    • English
  • Giriş
Öğe Göster 
  •   DSpace@Muğla
  • Meslek Yüksekokulları
  • Milas Meslek Yüksekokulu
  • Yönetim ve Organizasyon Bölümü Koleksiyonu
  • Öğe Göster
  •   DSpace@Muğla
  • Meslek Yüksekokulları
  • Milas Meslek Yüksekokulu
  • Yönetim ve Organizasyon Bölümü Koleksiyonu
  • Öğe Göster
JavaScript is disabled for your browser. Some features of this site may not work without it.

Determination of Factors Affecting Hazelnut Farmers' Agricultural Insurance by Data Mining Algorithms

Thumbnail

Göster/Aç

Tam metin / Full text (340.0Kb)

Tarih

2021

Yazar

Çukur, Figen
Çukur, Tayfun
Kızılaslan, Nuray
Kızılaslan, Halil

Üst veri

Tüm öğe kaydını göster

Künye

Çukur, F., Çukur, T., Kızılaslan, N. and Kızılaslan, H. (2021). Determination of Factors Affecting Hazelnut Farmers' Agricultural Insurance by Data Mining Algorithms. Alinteri Journal of Agriculture Sciences, 36(1): 77-83. doi: 10.47059/alinteri/V36I1/AJAS21013

Özet

Agriculture is an open factory. With this characteristic of it, it faces many risks and uncertainties at any time. Farms are faced with natural, social and economical risks during the agricultural production period. Risk arising from natural conditions is the one of the most important risks in the agricultural sector. Agriculture is the only sector that meets the nutritional needs of the society. So it is very important protection of agriculture against risks. Agricultural insurance is one of the primary measures taken by farmers against these risks and uncertainties. For this reason, it is of great importance for farmers to have agricultural insurance in order to ensure economic sustainability. The main material of the study is the data collected from 70 different hazelnut producers in 7 villages in the Karasu district in the city of Sakarya in Turkey and they were selected with the purposeful sampling method. In the current study, it is aimed to determine the factors affecting farmers' getting agricultural insurance. According to the decision tree model created in the current study, it was determined that the factors affecting farmers' getting insurance are the amount of hazelnut production, non-agricultural income status, farmer's agricultural experience, total agricultural land assets and the profitability of hazelnut production. In the current study, the performances of different classification algorithms were also compared. According to the results of the research, it was determined that the classification algorithms used gave successful results. According to the results obtained with percentage split method, J48 and PART algorithms were determined to have the highest degree of accuracy in the cross validation method.

Kaynak

ALINTERI JOURNAL OF AGRICULTURE SCIENCES

Cilt

36

Sayı

1

Bağlantı

http://alinteridergisi.com/wp-content/uploads/2021/02/AJAS21013-2.pdf
https://hdl.handle.net/20.500.12809/9122

Koleksiyonlar

  • WoS İndeksli Yayınlar Koleksiyonu [6466]
  • Yönetim ve Organizasyon Bölümü Koleksiyonu [6]



DSpace software copyright © 2002-2015  DuraSpace
İletişim | Geri Bildirim
Theme by 
@mire NV
 

 




| Politika | Rehber | İletişim |

DSpace@Muğla

by OpenAIRE
Gelişmiş Arama

sherpa/romeo

Göz at

Tüm DSpaceBölümler & KoleksiyonlarTarihe GöreYazara GöreBaşlığa GöreKonuya GöreTüre GöreDile GöreBölüme GöreKategoriye GöreYayıncıya GöreErişim ŞekliKurum Yazarına GöreBu KoleksiyonTarihe GöreYazara GöreBaşlığa GöreKonuya GöreTüre GöreDile GöreBölüme GöreKategoriye GöreYayıncıya GöreErişim ŞekliKurum Yazarına Göre

Hesabım

GirişKayıt

DSpace software copyright © 2002-2015  DuraSpace
İletişim | Geri Bildirim
Theme by 
@mire NV
 

 


|| Politika || Rehber|| Yönerge || Kütüphane || Muğla Sıtkı Koçman Üniversitesi || OAI-PMH ||

Muğla Sıtkı Koçman Üniversitesi, Muğla, Türkiye
İçerikte herhangi bir hata görürseniz, lütfen bildiriniz:

Creative Commons License
Muğla Sıtkı Koçman Üniversitesi Institutional Repository is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 Unported License..

DSpace@Muğla:


DSpace 6.2

tarafından İdeal DSpace hizmetleri çerçevesinde özelleştirilerek kurulmuştur.