Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13091/295
Title: VALUATIONS OF BUILDING PLOTS USING THE AHP METHOD
Authors: Ünel, Fatma Bünyan
Yalpır, Şükran
Keywords: Real Estate Valuation
Mcda
Decision Making
Multiple Regression Analysis (Mra)
Analytic Hierarchy Process (Ahp)
Geographic Information Systems (Gis)
Analytic Hierarchy Process
Decision-Support-System
Mass Appraisal
Artificial-Intelligence
Spatial-Analysis
House Prices
Gis
Criteria
Model
Site
Issue Date: 2019
Publisher: VILNIUS GEDIMINAS TECH UNIV
Abstract: Predicting the value of real estate is a complex endeavor due to the abundance of subjective criteria. Objective consideration of the value-affecting criteria in real estate and regulation of decision support systems will enable the acquisition of more accurate results. In this study, analytic hierarchy process (AHP), a type of multi-criteria decision analysis (MCDA), is used to reproduce coefficients that serve as the basis for real estate valuation. A region in the Selcuklu district of Konya, Turkey was used to test the model created by AHP. Weighted criteria describing areas subjected to purchase/sale were generated by the AHP method and then validated. Additionally, a valuation model was created by the multiple regression analysis (MRA) method for comparison and performance analyses. Weighted values were transformed from AHP points and acquired from the MRA method and then joined with geographic information systems (GIS). Value maps of the study area and purchase/sale values were generated according to these newly created models. The performance comparison and value maps revealed that the AHP method is more successful than the MRA method. This study addressed the complexity of criteria issue by using the original hierarchical structure of AHP and thus contributes to the world economy by enabling the generation of more accurate estimations.
URI: https://doi.org/10.3846/ijspm.2019.7952
https://hdl.handle.net/20.500.13091/295
ISSN: 1648-715X
1648-9179
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections

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