文章基本信息

标题：Redes neuronales (RN) aplicadas a la valoración de locales comerciales
本地全文：下载
作者：J. M. Núñez Tabales ; F. J. Rey Carmona ; J. M.ª Caridad y Ocerin 等
期刊名称：Informes de la Construcción
印刷版ISSN：0020-0883
电子版ISSN：1988-3234
出版年度：2017
卷号：69
期号：545
页码：1-10
DOI：10.3989/ic.15.053
出版社：Consejo Superior de Investigaciones Científicas
摘要：Several agents, such as buyers and sellers, or local or tax authorities need to estimate the value of properties. There are different approaches to obtain the market price of a dwelling. Many papers have been produced in the academic literature for such purposes, but, these are, almost always, oriented to estimate hedonic prices of residential properties, such as houses or apartments. Here these methodologies are used in the field of estimate market price of commercial premises, using AI techniques. A case study is developed in Cordova —city in the South of Spain—. Neural Networks are an attractive alternative to the traditional hedonic modelling approaches, as they are better adapted to non-linearities of causal relationships and they also produce smaller valuation errors. It is also possible, from the NN model, to obtain implicit prices associated to the main attributes that can explain the variability of the market price of commercial properties.
其他摘要：Several agents, such as buyers and sellers, or local or tax authorities need to estimate the value of properties. There are different approaches to obtain the market price of a dwelling. Many papers have been produced in the academic literature for such purposes, but, these are, almost always, oriented to estimate hedonic prices of residential properties, such as houses or apartments. Here these methodologies are used in the field of estimate market price of commercial premises, using AI techniques. A case study is developed in Cordova —city in the South of Spain—. Neural Networks are an attractive alternative to the traditional hedonic modelling approaches, as they are better adapted to non-linearities of causal relationships and they also produce smaller valuation errors. It is also possible, from the NN model, to obtain implicit prices associated to the main attributes that can explain the variability of the market price of commercial properties.
关键词：Inteligencia Artificial (IA); Redes Neuronales (RN); precio local comercial; modelos econométricos; valoración inmobiliaria
其他关键词：Artificial Intelligence (AI); Neural Networks (NN); commercial property price; econometric modelling; real estate valuation