Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/Turkey
In this study, for mass real estate appraisal forecasting, the hybrid mathematical model has been developed by combining Cobb-Douglas one of the nonlinear regression models, and linear modeling. The real estate attributes that create the model were grouped under four main-title: local, spatial, phy...
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| Format: | Article |
| Language: | English |
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Konya Technical University Faculty of Architecture and Design
2022-06-01
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| Series: | Iconarp International Journal of Architecture and Planning |
| Subjects: | |
| Online Access: | https://iconarp.ktun.edu.tr/index.php/iconarp/article/view/861 |
| _version_ | 1797923190982311936 |
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| author | Şükran Yalpır Suleyman Sisman Ali Utku Akar |
| author_facet | Şükran Yalpır Suleyman Sisman Ali Utku Akar |
| author_sort | Şükran Yalpır |
| collection | DOAJ |
| description |
In this study, for mass real estate appraisal forecasting, the hybrid mathematical model has been developed by combining Cobb-Douglas one of the nonlinear regression models, and linear modeling. The real estate attributes that create the model were grouped under four main-title: local, spatial, physical and legal features. While Cobb-Douglas was used for the value forecast based on the real estate attributes in each part of the model, an integrated model was created with a linear approach. As a different approach, local and spatial features, which are among the real estate attributes, were used as indexes for reasons such as preventing data confusion in the model and using according to the spatial analysis results of distances. Local and spatial index were prepared with the Fuzzy Analytic Hierarchy Process (FAHP) method to use within the model. For indexes, in the central districts of Konya, 10 local-specific attributes were used, while 12 spatial-specific attributes. The data set has been prepared using legal and physical attributes with market values collected from 457 parcels in the study area. Local and spatial attributes were added as indexes to the data set used in the hybrid model. In addition, modeling was done with the data set used in the Cobb-Douglas Hybrid Model (C-DHM) according to the Linear Multiple Regression Analysis (Linear MRA) method. The developed C-DHM’s results was integrated with Geographical Information Systems (GIS). The performance values between the hybrid model and market values were examined. Results showed that R2 value for C-DHM and Linear MRA used as indexes was found to be 0,85 and 0,80. When the values obtained from C-DHM and market value are compared, it is seen that model gives successful results.
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| first_indexed | 2024-04-10T14:42:51Z |
| format | Article |
| id | doaj.art-aa9be5102cd34f2dadd9576a1738d816 |
| institution | Directory Open Access Journal |
| issn | 2147-9380 |
| language | English |
| last_indexed | 2024-04-10T14:42:51Z |
| publishDate | 2022-06-01 |
| publisher | Konya Technical University Faculty of Architecture and Design |
| record_format | Article |
| series | Iconarp International Journal of Architecture and Planning |
| spelling | doaj.art-aa9be5102cd34f2dadd9576a1738d8162023-02-15T16:08:05ZengKonya Technical University Faculty of Architecture and DesignIconarp International Journal of Architecture and Planning2147-93802022-06-0110110.15320/ICONARP.2022.206Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/TurkeyŞükran Yalpır0Suleyman Sisman1Ali Utku Akar2Konya Technical University Gebze Technical University Konya Technical University In this study, for mass real estate appraisal forecasting, the hybrid mathematical model has been developed by combining Cobb-Douglas one of the nonlinear regression models, and linear modeling. The real estate attributes that create the model were grouped under four main-title: local, spatial, physical and legal features. While Cobb-Douglas was used for the value forecast based on the real estate attributes in each part of the model, an integrated model was created with a linear approach. As a different approach, local and spatial features, which are among the real estate attributes, were used as indexes for reasons such as preventing data confusion in the model and using according to the spatial analysis results of distances. Local and spatial index were prepared with the Fuzzy Analytic Hierarchy Process (FAHP) method to use within the model. For indexes, in the central districts of Konya, 10 local-specific attributes were used, while 12 spatial-specific attributes. The data set has been prepared using legal and physical attributes with market values collected from 457 parcels in the study area. Local and spatial attributes were added as indexes to the data set used in the hybrid model. In addition, modeling was done with the data set used in the Cobb-Douglas Hybrid Model (C-DHM) according to the Linear Multiple Regression Analysis (Linear MRA) method. The developed C-DHM’s results was integrated with Geographical Information Systems (GIS). The performance values between the hybrid model and market values were examined. Results showed that R2 value for C-DHM and Linear MRA used as indexes was found to be 0,85 and 0,80. When the values obtained from C-DHM and market value are compared, it is seen that model gives successful results. https://iconarp.ktun.edu.tr/index.php/iconarp/article/view/861Fuzzy Analytic Hierarchy Process (FAHP)Cobb-Douglas Hybrid Model (C-DHM)local and spatial indexingmass real estate appraisalgeographic information systems (GIS) |
| spellingShingle | Şükran Yalpır Suleyman Sisman Ali Utku Akar Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/Turkey Iconarp International Journal of Architecture and Planning Fuzzy Analytic Hierarchy Process (FAHP) Cobb-Douglas Hybrid Model (C-DHM) local and spatial indexing mass real estate appraisal geographic information systems (GIS) |
| title | Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/Turkey |
| title_full | Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/Turkey |
| title_fullStr | Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/Turkey |
| title_full_unstemmed | Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/Turkey |
| title_short | Cobb-Douglas Hybrid Modelling Approach with Fuzzy-AHP Indexing for Residential Land Value Determining: A Case Study of Konya/Turkey |
| title_sort | cobb douglas hybrid modelling approach with fuzzy ahp indexing for residential land value determining a case study of konya turkey |
| topic | Fuzzy Analytic Hierarchy Process (FAHP) Cobb-Douglas Hybrid Model (C-DHM) local and spatial indexing mass real estate appraisal geographic information systems (GIS) |
| url | https://iconarp.ktun.edu.tr/index.php/iconarp/article/view/861 |
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