[en] Housing valuation is a process of determining an accurate estimate of the market price of a property. Current methods and tools are mainly based on sales prices comparison with recent transactions, which is the major method applied in the taxation and cadastre services in Morocco. However, housing properties are in general heterogenous and unique in their shapes, construction materials, orientation, location and other environmental factors. These parameters are taken into consideration by the hedonic pricing method. Many of the researches about housing valuation are based on the geographical location as the main spatial factor affecting the property value. 2D GIS (Geographic Information System) applications used in this respect are limited in terms of communicating efficiently the complexity of a 3D building structure and modeling accurately environmental factors. Such factors could only be considered through 3D modeling and building information modeling (BIM). In this paper, we will try, through a brief review, to point out the weaknesses and drawbacks of the conventional valuation methods. Then, we will demonstrate the BIM potential in real valuation as an emerging technology and process used to mainly improve the housing valuation system based on the hedonic approach. Many studies are, nowadays, widely exploring the use of BIM in the building cost estimation, but this is an embryonic area of research in real estate valuation system. Therefore, this paper examines also the first methodological guidelines for an advanced housing valuation approach by implementing a BIM prototype based on the hedonic pricing method.
Pagourtzi, E., Real estate appraisal: A review of valuation methods (2003) J Prop Invest Financ, 21, pp. 383-401
Zurada, J.M., Levitan, A.S., Guan, J., Non-conventional approaches to property value assessment (2006) J Appl Bus Res, 22, pp. 1-14
(2016), http://infoimmobilier-maroc.blogspot.com/2016/01/, Moroccan taxation reference, Casablanca city, Blog, Online
Chan, A.P.C., Abidoye, R.B., Advanced property valuation techniques and valuation accuracy: Deciphering the artificial neural network technique (2019) Rel Int J Real Estate L Plan, 2, pp. 1-9
Azhar, S., Building information modeling (BIM): Trends, benefits, risks, challenges for the AEC Industry (2011) Leadersh Manage Eng, 11, pp. 241-252
Cheng, J., Deng, Y., Du, Q., Mapping between BIM models and 3D Gis City models of different levels of detail (2013) 13Th Int Conf Constr Appl Virtual Real (CONVR 2013), pp. 502-514. , London, United Kingdom
Adekunle, K., Patrick, A., Eke, O., A review of real estate valuation and optimal pricing techniques (2014) Contribution/Originality, 4, pp. 1878-1893
Poursaeed, O., Matera, T., Belongie, S., Vision-based real estate price estimation (2018) Mach Vis Appl, 29, pp. 667-676
Shapiro, E., (2012) Modern Methods of Valuation, , London: Taylor and Francis
Miller, N.G., Geltner, D., Real estate principles for the new economy (2004) J. Real Estate Lit, 12, pp. 407-409
Herber, W.C., Strachota, R.J., Real Estate Valuation and Division
Yu, H., (2014) Using 3D Geographic Information System to Improve Sales Comparison Approach for Real Estate Valuation, p. 7057
Yomralioglu, T., Nisanci, R., Nominal asset land valuation technique by GIS. Int Fed Surv Work week (2004) 22–27 May 2004, pp. 1-9
(2014) Royal Institution of Chartered Surveyors, RICS Valuation – Professional Standards January 2014 RICS Valuation, p. 334
Lake, I.R., Using gis and large-scale digital data to implement hedonic pricing studies (2000) Int J Geogr Inf Sci, 14, pp. 521-541
Al-Shalabi, M.A., GIS Based multicriteria approaches to housing site suitability assessment (2006) Shaping the Change, pp. 1-17
Amoruso, F.M., Dietrich, U., Schuetze, T., Integrated BIM-parametric workflowbased analysis of daylight improvement for sustainable renovation of an exemplary apartment in Seoul, Korea (2019) Sustainability, 11, p. 2699
McCluskey, W.J., Lamont, I., Deddis, W.G., (1993) The Application of Spatially Derived Location Factors within a Gis Environment, p. 11
Zhang, H., The application of GIS 3D modeling and analysis technology in real estate mass appraisal – Taking landscape and sunlight factors as the example. Int Arch (2014) Photogramm Remote Sens Spat Inf Sci – ISPRS Arch, 40, pp. 363-367
Cohen, J.P., Coughlin, C.C., Spatial hedonic models of airport noise, proximity, an housing prices (2008) J Reg Sci, 48, pp. 859-878
Helbich, M., Boosting the predictive accuracy of urban hedonic house price models through airborne laser scanning (2013) Comput Environ Urban Syst, 39, pp. 81-92
Des Rosiers, F., Thériault, M., Villeneuve, P.Y., Sorting out access and neighbourhood factors in hedonic price modelling (2000) J Prop Invest Financ, 18
Eastman, C.M., (2011) BIM Handbook: A Guide to Building Information Modeling for Owners, Managers, Designers, Engineers and Contractors, , Wiley
Dana, K., Smith, M.T., Building Information Modeling: A Strategic Implementation Guide for Architects, Engineers, Constructors, and Real Estate Asset Managers, Kisslibrary, Affordable Ebooks
Isikdag, U., Utilizing 3D Building and 3D Cadastre Geometries for Better Valuation of Existing Real Estate
Atazadeh, B., Building information modelling for high-rise land administration (2017) Trans GIS, 21, pp. 91-113
Al-Shalabi, M.A., GIS-based multicriteria approaches to site suitability analysis (2006) XXII FIG Congr, pp. 1-17
Zhang, J., No (2018) J Real Estate Financ Econ, 10, pp. 331-341
Chardon, S., Construction cost and energy performance of single family houses: From integrated design to automated optimization (2016) Autom Constr, 70, pp. 1-13
Plebankiewicz, E., Zima, K., Skibniewski, M., Analysis of the first polish BIM-based cost estimation application (2015) Procedia Eng, 123, pp. 405-414
Autodesk, Building information modeling and cost estimating (2007) Autodesk, p. 8
Smith, P., Project cost management with 5D BIM (2016) Procedia – Soc Behav Sci, 22, pp. 193-200
Gerrish, T., (2017) Exploring the Effectiveness of BIM for Energy Performance Management of Non-Domestic Buildings, , https://dspace.lboro.ac.uk/2134/25094
Rosen, S., Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition
Wyatt, P.J., The development of a GIS-based property information system for real estate valuation (1997) Int J Geogr Inf Sci, 11, pp. 435-450
Liu, H.Y., Integrating geographic information and valuation modeling for real estate (2016) Appraisal J, 78, pp. 370-378
Azhar, S., Khalfan, M., Maqsood, T., (2009) Building Information Modeling (BIM): Now and Beyond, , Epub ahead of print
Kirkegaard, P.H., Kamari, A., (2017) Building Information Modeling (BIM) for Indoor Environmental Performance Analysis, p. 86
Lim, Y.W., Building information modeling for indoor environmental performance analysis (2015) Am J Environ Sci, 11, pp. 55-61
Azhar, S., Brown, J., Farooqui, R., BIM-based sustainability analysis: An evaluation of building performance analysis software (2009) 45Th ASC Annu Conf, pp. 1-4
Plebankiewicz, E., Zima, K., Skibniewski, M., Construction cost and time planning using BIM-based applications (2015) Creat Constr Conf, pp. 537-545