MASS APPRAISAL AND REAL ESTATE TAXATION
Journal: Bulletin of Prydniprovs'ka State Academy of Civil Engineering and Architecture (Vol.2015, No. 12)Publication Date: 2016-01-29
Authors : VORONIN V. О.; Sc. Tech. .; prof.; LYANTSE E. V. Head of Engineering; Economic Department;
Page : 23-32
Keywords : mass appraisal; Data Mining; real estate market analysis; regression and correlation analysis; factor analysis; cluster analysis; adaptive software algorithms; computer-assisted mass appraisal system; market-based pricing model; real estate taxation;
Abstract
The government at the legislative level fixed the definition of market value for tax purposes as mandatory in the im-plementation of real estate transactions. In order to meet the requirements of objectivity, uniformity and consistency of the results obtained during the evaluation procedures, as well as minimize the influence of subjective factors, there is a need to develop a methodology for evaluating an automated procedure for determining the estimated value of the property based on its market value. To solve this problem, we use special techniques and methods of mass appraisal that incorporates computer-supported statistical analyses, such as multiple regression analysis and adaptive estimation procedure for use in the field of property valuation and property rights. Purpose. Realization of this goal involves the development of the concept of a computer-assisted mass appraisal. The basis of this concept is an adaptive hybrid models of market pricing in different market segments that incorporates software adaptive algorithms for determining the market value by the three evaluation approaches using the results of a multi-level real estate market analysis. It was proposed the utility automated valuation models which is intended for the implementation of a computerized real estate valuation based on the developed software adaptive algorithms. Conclusion. To achieve this goal have been developed and used concepts underlying of computerized mass appraisal. The basis of this concept is adaptive hybrid pricing models in various segments of the real estate market of Ukraine. The problem is solved by the application of the developed software-based adaptive algorithms for determining the market value of three evaluation approaches using the results of a multi-level analysis of the real estate market. It was proposed the model of automated appraisal, ac-cording to it was implemented computerization of appraisal procedures on the basis of the developed software-based adaptive algorithms. Originality of the proposed utility model is confirmed by patent of Ukraine and copyright law to the software.
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Last modified: 2016-01-29 18:51:14