Estimation of the Regularity of Rental Payments by Customers in the Real Estate Industry Through Data Mining
References
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Baldauf, M., Garlappi, L., & Yannelis, C. (2020). Does climate change affect real estate prices? only if you believe in it. SSRN Electronic Journal, 1256–1295, 1-53. https://deliverypdf.ssrn.com/delivery.php?ID=185119005071011006106104072118027074017047006041059002118104074106085111026025096112025016100118110061032000117007112108094077016080011050064108083026066083125088094025044095068096120070084092116119072122107006065119087006086029116026106113006017093098&EXT=pdf&INDEX=TRUE
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Başkent Üniversitesi (n.d.). Karar Ağacı (decision Karar Ağacı (Decisiontree) )) ) Nedir?. mail.baskent.edu.tr. https://mail.baskent.edu.tr/~20410964/DM_8.pdf
Baykal, A. (2006). Veri̇ Madenci̇li̇ği̇ Uygulama Alanları. dergipark.org.tr. 7, 95-107. https://dergipark.org.tr/tr/download/article-file/787239
Çalış, A., Kayapınar, S., & Çetinyokuş, T. (2014, September 10). VERİ MADENCİLİĞİNDE KARAR AĞACI ALGORİTMALARI İLE BİLGİSAYAR VE İNTERNET GÜVENLİĞİ ÜZERİNE BİR UYGULAMA. " Endüstri Mühendisliði Dergisi. 25(3,4), 2-19. https://dergipark.org.tr/tr/download/article-file/752270
Çelik, M. (2009). Veri Madenciliğinde Kullanılan Sınıflandırma Yöntemleri ve Bir Uygulama. nek.istanbul.edu.tr. Retrieved April 14, 2023, from http://nek.istanbul.edu.tr:4444/ekos/GAZETE/index.php
Dettling, L., & Kearney, M. S. (2013). House prices and birth rates: The impact of the real estate market on the decision to have a baby. Journal of Public Economics. 1050,1-54. https://doi.org/10.3386/w17485
Erden, C. (2020, August 12). 9- Regresyon Analizi ve Bir Uygulama. YouTube. Retrieved April 14, 2023, from https://www.youtube.com/watch?v=vNeGFl140m4
Erkurt, E., & Yildirim, E. (2021). Bi̇r Büyük Veri̇ Görselleşti̇rme Uygulaması Olarak Konut Terci̇h İnfografi̇kleri̇. İktisadi ve Idari Bilimler Fakültesi Dergisi. 23(1), 37-52. https://dergipark.org.tr/tr/download/article-file/1090959
Hoş, S. (2022, September 2). Veri Madenciliği (data mining) Nedir? ÇözümPark. https://www.cozumpark.com/veri-madenciligi-data-mining-nedir/
Huang, R., & Mao, S. (2022). Research on precision marketing of real estate market based on Data Mining. Scientific Programming, 8198568, 1–13. https://doi.org/10.1155/2022/8198568
Huddar, M. (2022, January 29). Build decision tree using Gini Index solved numerical example machine learning by dr. Mahesh Huddar. YouTube. https://www.youtube.com/watch?v=zNYdkpAcP-g
Huria, R. (2014, October 22). DM - the most important thing you probably aren't using. Loginworks. Retrieved April 7, 2023, from https://www.loginworks.com/blogs/217-data-mining-and-its-importance/
IBM, (n.d.). Büyük Veri Analitiği. IBM. https://www.ibm.com/de-de/analytics/hadoop/big-data-analytics
İSTMER, (n.d.). AykIRI Değer Tespitinde Aritmetik Ortalama Ve Medyan Değerlerinin İncelenmesi. İSTMER. Retrieved April 14, 2023, from https://www.istmer.com/aykiri-deger-tespiti-ortalama-medyan/
Khare, S., Gourisaria1, M. K., Harshvardhan1, G., Joardar2, S., & Singh3, V. (2021). IOPscience. IOP Science. Open Acces proceedings Journal of Physics. 1099, 1-14. https://iopscience.iop.org/article/10.1088/1757-899X/1099/1/012053
Koçak, A. & Ergün, M. A. (2023). Sağlıkta Veri Kalitesi ve veri Madenciliği Uygulamaları. Sağlıkta veri kalitesi ve veri madenciliği uygulamaları. dergipark.org.tr. 3(1), 23-30. https://dergipark.org.tr/en/download/article-file/2596222
Kodedu, (2014, May 28). Naïve Bayes Sınıflandırma Algoritması. KodEdu. Retrieved April 14, 2023, from https://kodedu.com/2014/05/naive-bayes-siniflandirma-algoritmasi/
MK, G. (2020, October 28). Gini index for decision trees: Mechanism, perfect & imperfect split with examples. upGrad blog. https://www.upgrad.com/blog/gini-index-for-decision-trees/
Rapidminer, Inc. (2017, September 21). Finding the right model | rapidminer. YouTube. Retrieved May 7, 2023, from https://www.youtube.com/watch?v=C8Ko3-2f-pA&list=PLssWC2d9JhOZLbQNZ80uOxLypglgWqbJA&index=16
santhoshini21k, (2021, January 19). Understanding the gini index in decision tree with an example. Numpy Ninja. https://www.numpyninja.com/post/understanding-the-gini-index-in-decision-tree-with-an-example
Taşçı, E., & Onan, A. (n.d.). K-En Yakın Komşu Algoritması Parametrelerinin Sınıflandırma Performansı Üzerine Etkisinin İncelenmesi. ab.org.tr. Retrieved April 13, 2023, from https://ab.org.tr/ab16/bildiri/102.pdf
Ulgen, K. (2017, November 12). Makine Öğrenimi Bölüm-5 (Karar Ağaçları). Medium. Retrieved April 30, 2023, from https://medium.com/@k.ulgen90/makine-%C3%B6%C4%9Frenimi-b%C3%B6l%C3%BCm-5-karar-a%C4%9Fa%C3%A7lar%C4%B1-c90bd7593010
Ulgen, K. (2017, October 30). Makine Öğrenimi Bölüm-4 (Destek Vektör Makineleri). Medium. Retrieved April 14, 2023, from https://medium.com/@k.ulgen90/makine-%C3%B6%C4%9Frenimi-b%C3%B6l%C3%BCm-4-destek-vekt%C3%B6r-makineleri-2f8010824054
Uzut, Ö. G., & Buyrukoğlu, S. (2020). Veri Madenciliği Algoritmalari ile Gayrimenkul Fiyatlarının Tahmini. euroasiajournal.org. https://euroasiajournal.org/index.php/ejas/article/view/41/39
Wikipedia, (2020, December 6). Zaman Serisi. Wikipedia. Retrieved April 14, 2023, from https://tr.wikipedia.org/wiki/Zaman_serisi
Xiao, F., Wang, S., & Fan, C. (2017, May). Mining Big Building Operational Data for Building Cooling Load Prediction and Energy Efficiency Improvement. 2017 IEEE International Conference on Smart Computing. 978-1-5090-6517-2 ieeexplore.ieee.org. https://ieeexplore.ieee.org/document/7947023
Yıldırım, E. (2020, May 2). Yapay Sinir Ağı (artificial neural network) Nedir? Veri Bilimi Okulu. Retrieved April 14, 2023, from https://www.veribilimiokulu.com/yapay-sinir-agiartificial-neural-network-nedir/#:~:text=Yapay%20sinir%20a%C4%9Flar%C4%B1%20(YSA)%2C,geli%C5%9Ftirilen%20bilgisayar%20sistemleridir%5B1%5D.
Zülfikar, H. (2022). Veri / data. Sosyal Bilimler Ansiklopedisi, 978 - 605 - 312 - 432 – 0. Retrieved April 7, 2023, from https://ansiklopedi.tubitak.gov.tr/ansiklopedi/veri_data
Akay, M., Kaya, Z. S., & Günkut, M. (2023, March 22). Veri Madenciliği: Konut Fiyat Endeksi ve Konut Satış Sayılarının Basit Doğrusal Regresyon Analizi. DergiPark. 1309-8020, 25-44.Retrieved April 14, 2023, from https://dergipark.org.tr/tr/download/article-file/2915783
American Statistical Association, (2022, February 1). Ethical guidelines for statistical practice. American Statistical Association. https://www.amstat.org/your-career/ethical-guidelines-for-statistical-practice
Atan, S. (2016, May 25). Veri, Büyük Veri ve İşletmecilik. Balıkesir Üniversitesi Sosyal Bilimler Enstitüsü Dergisi. 35(19), 137-153. https://dergipark.org.tr/tr/download/article-file/852532
Aytaç, E., & Bilgin, T. (n.d.). Sıralı Örüntü Madenciliği Yöntemi Kullanılarak İnternet Bankacılığı Kullanıcı Davranışlarının Modellenmesi. ab.org.tr. Retrieved April 13, 2023, from https://ab.org.tr/ab14/bildiri/134.pdf
Badriyah, T., Azvy, S., Yuwono, W., & Syarif, I. (2018). Recommendation System for Property Search Using Content Based Filtering Method. 2018 International Conference on Information and Communications Technology. 60111. 25-29. ieeexplore.ieee.org. https://ieeexplore.ieee.org/author/37086000175
Baldauf, M., Garlappi, L., & Yannelis, C. (2020). Does climate change affect real estate prices? only if you believe in it. SSRN Electronic Journal, 1256–1295, 1-53. https://deliverypdf.ssrn.com/delivery.php?ID=185119005071011006106104072118027074017047006041059002118104074106085111026025096112025016100118110061032000117007112108094077016080011050064108083026066083125088094025044095068096120070084092116119072122107006065119087006086029116026106113006017093098&EXT=pdf&INDEX=TRUE
Bardak, T., & Sözen, E. (2018, October). Veri Madenciliğinin Önemi. Journal of Business Economics and Management Research (2). 21-29. ttps://personel.omu.edu.tr/docs/ders_dokumanlari/9273_24732_1390.pdf
Başkent Üniversitesi (n.d.). Karar Ağacı (decision Karar Ağacı (Decisiontree) )) ) Nedir?. mail.baskent.edu.tr. https://mail.baskent.edu.tr/~20410964/DM_8.pdf
Baykal, A. (2006). Veri̇ Madenci̇li̇ği̇ Uygulama Alanları. dergipark.org.tr. 7, 95-107. https://dergipark.org.tr/tr/download/article-file/787239
Çalış, A., Kayapınar, S., & Çetinyokuş, T. (2014, September 10). VERİ MADENCİLİĞİNDE KARAR AĞACI ALGORİTMALARI İLE BİLGİSAYAR VE İNTERNET GÜVENLİĞİ ÜZERİNE BİR UYGULAMA. " Endüstri Mühendisliði Dergisi. 25(3,4), 2-19. https://dergipark.org.tr/tr/download/article-file/752270
Çelik, M. (2009). Veri Madenciliğinde Kullanılan Sınıflandırma Yöntemleri ve Bir Uygulama. nek.istanbul.edu.tr. Retrieved April 14, 2023, from http://nek.istanbul.edu.tr:4444/ekos/GAZETE/index.php
Dettling, L., & Kearney, M. S. (2013). House prices and birth rates: The impact of the real estate market on the decision to have a baby. Journal of Public Economics. 1050,1-54. https://doi.org/10.3386/w17485
Erden, C. (2020, August 12). 9- Regresyon Analizi ve Bir Uygulama. YouTube. Retrieved April 14, 2023, from https://www.youtube.com/watch?v=vNeGFl140m4
Erkurt, E., & Yildirim, E. (2021). Bi̇r Büyük Veri̇ Görselleşti̇rme Uygulaması Olarak Konut Terci̇h İnfografi̇kleri̇. İktisadi ve Idari Bilimler Fakültesi Dergisi. 23(1), 37-52. https://dergipark.org.tr/tr/download/article-file/1090959
Hoş, S. (2022, September 2). Veri Madenciliği (data mining) Nedir? ÇözümPark. https://www.cozumpark.com/veri-madenciligi-data-mining-nedir/
Huang, R., & Mao, S. (2022). Research on precision marketing of real estate market based on Data Mining. Scientific Programming, 8198568, 1–13. https://doi.org/10.1155/2022/8198568
Huddar, M. (2022, January 29). Build decision tree using Gini Index solved numerical example machine learning by dr. Mahesh Huddar. YouTube. https://www.youtube.com/watch?v=zNYdkpAcP-g
Huria, R. (2014, October 22). DM - the most important thing you probably aren't using. Loginworks. Retrieved April 7, 2023, from https://www.loginworks.com/blogs/217-data-mining-and-its-importance/
IBM, (n.d.). Büyük Veri Analitiği. IBM. https://www.ibm.com/de-de/analytics/hadoop/big-data-analytics
İSTMER, (n.d.). AykIRI Değer Tespitinde Aritmetik Ortalama Ve Medyan Değerlerinin İncelenmesi. İSTMER. Retrieved April 14, 2023, from https://www.istmer.com/aykiri-deger-tespiti-ortalama-medyan/
Khare, S., Gourisaria1, M. K., Harshvardhan1, G., Joardar2, S., & Singh3, V. (2021). IOPscience. IOP Science. Open Acces proceedings Journal of Physics. 1099, 1-14. https://iopscience.iop.org/article/10.1088/1757-899X/1099/1/012053
Koçak, A. & Ergün, M. A. (2023). Sağlıkta Veri Kalitesi ve veri Madenciliği Uygulamaları. Sağlıkta veri kalitesi ve veri madenciliği uygulamaları. dergipark.org.tr. 3(1), 23-30. https://dergipark.org.tr/en/download/article-file/2596222
Kodedu, (2014, May 28). Naïve Bayes Sınıflandırma Algoritması. KodEdu. Retrieved April 14, 2023, from https://kodedu.com/2014/05/naive-bayes-siniflandirma-algoritmasi/
MK, G. (2020, October 28). Gini index for decision trees: Mechanism, perfect & imperfect split with examples. upGrad blog. https://www.upgrad.com/blog/gini-index-for-decision-trees/
Rapidminer, Inc. (2017, September 21). Finding the right model | rapidminer. YouTube. Retrieved May 7, 2023, from https://www.youtube.com/watch?v=C8Ko3-2f-pA&list=PLssWC2d9JhOZLbQNZ80uOxLypglgWqbJA&index=16
santhoshini21k, (2021, January 19). Understanding the gini index in decision tree with an example. Numpy Ninja. https://www.numpyninja.com/post/understanding-the-gini-index-in-decision-tree-with-an-example
Taşçı, E., & Onan, A. (n.d.). K-En Yakın Komşu Algoritması Parametrelerinin Sınıflandırma Performansı Üzerine Etkisinin İncelenmesi. ab.org.tr. Retrieved April 13, 2023, from https://ab.org.tr/ab16/bildiri/102.pdf
Ulgen, K. (2017, November 12). Makine Öğrenimi Bölüm-5 (Karar Ağaçları). Medium. Retrieved April 30, 2023, from https://medium.com/@k.ulgen90/makine-%C3%B6%C4%9Frenimi-b%C3%B6l%C3%BCm-5-karar-a%C4%9Fa%C3%A7lar%C4%B1-c90bd7593010
Ulgen, K. (2017, October 30). Makine Öğrenimi Bölüm-4 (Destek Vektör Makineleri). Medium. Retrieved April 14, 2023, from https://medium.com/@k.ulgen90/makine-%C3%B6%C4%9Frenimi-b%C3%B6l%C3%BCm-4-destek-vekt%C3%B6r-makineleri-2f8010824054
Uzut, Ö. G., & Buyrukoğlu, S. (2020). Veri Madenciliği Algoritmalari ile Gayrimenkul Fiyatlarının Tahmini. euroasiajournal.org. https://euroasiajournal.org/index.php/ejas/article/view/41/39
Wikipedia, (2020, December 6). Zaman Serisi. Wikipedia. Retrieved April 14, 2023, from https://tr.wikipedia.org/wiki/Zaman_serisi
Xiao, F., Wang, S., & Fan, C. (2017, May). Mining Big Building Operational Data for Building Cooling Load Prediction and Energy Efficiency Improvement. 2017 IEEE International Conference on Smart Computing. 978-1-5090-6517-2 ieeexplore.ieee.org. https://ieeexplore.ieee.org/document/7947023
Yıldırım, E. (2020, May 2). Yapay Sinir Ağı (artificial neural network) Nedir? Veri Bilimi Okulu. Retrieved April 14, 2023, from https://www.veribilimiokulu.com/yapay-sinir-agiartificial-neural-network-nedir/#:~:text=Yapay%20sinir%20a%C4%9Flar%C4%B1%20(YSA)%2C,geli%C5%9Ftirilen%20bilgisayar%20sistemleridir%5B1%5D.
Zülfikar, H. (2022). Veri / data. Sosyal Bilimler Ansiklopedisi, 978 - 605 - 312 - 432 – 0. Retrieved April 7, 2023, from https://ansiklopedi.tubitak.gov.tr/ansiklopedi/veri_data
Pages
17-36
Published
November 6, 2023
Copyright (c) 2023 Academician Book Portal
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1.
Şen M. Estimation of the Regularity of Rental Payments by Customers in the Real Estate Industry Through Data Mining. In: Varol Gürder F, editor. Current Studies in Management Information Systems [Internet]. Türkiye: Academician Publishing Book DOI Portal; 2023 [cited 2026 Jul. 14]. pp. 17-36. Available from: https://www.omp35.books.akademisyen.net/index.php/akya/catalog/book/2803/chapter/9289
