Valuations of Building Plots Using the Ahp Method

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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.

Description

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, analytic hierarchy process (AHP), Social Sciences, Multi-Criteria Decision Making, Management Science and Operations Research, Management, Monitoring, Policy and Law, Operations research, Real estate, multiple regression analysis (MRA), decision making, Decision Sciences, Soil Evaluation, Accounting, Real estate valuation, Management. Industrial management, FOS: Mathematics, geographic information systems (GIS), Business, Multi-Criteria Analysis, GIS-based Decision Analysis, Analytic hierarchy process, Valuation (finance), Land-Use Suitability Assessment Using GIS, MCDA, HD28-70, Analytic Hierarchy Process, Computer science, Multiple-criteria decision analysis, HG1-9999, Environmental Science, Physical Sciences, Mathematics, Finance, Articles

Fields of Science

0211 other engineering and technologies, 02 engineering and technology, 0202 electrical engineering, electronic engineering, information engineering

Citation

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OpenCitations Citation Count
20

Volume

23

Issue

3

Start Page

197

End Page

212
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CrossRef : 14

Scopus : 25

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