Using data mining techniques to enhance property pricing , 2019
As shown by the financial crash of 2008, the Irish economy is intrinsically linked to the housing... more As shown by the financial crash of 2008, the Irish economy is intrinsically linked to the housing market. This paper will attempt to answer if predicting house prices in Dublin is feasible using data mining techniques. Considering both the financial risk accompanied with purchasing a home, and the potential economic implications house prices can have on a nations level of prosperity it's understandable the level of motivation people experience to forecast house prices. Our results clearly show that the variance in house price in Dublin can be explained using data mining techniques. The most important factors are the house characteristics (Location & Size) followed by local amenities. The main limitation is with regard to there being no scientific method to evaluate property quality.
Using data mining techniques to enhance property pricing , 2019
As shown by the financial crash of 2008, the Irish economy is intrinsically linked to the housing... more As shown by the financial crash of 2008, the Irish economy is intrinsically linked to the housing market. This paper will attempt to answer if predicting house prices in Dublin is feasible using data mining techniques. Considering both the financial risk accompanied with purchasing a home, and the potential economic implications house prices can have on a nations level of prosperity it's understandable the level of motivation people experience to forecast house prices. Our results clearly show that the variance in house price in Dublin can be explained using data mining techniques. The most important factors are the house characteristics (Location & Size) followed by local amenities. The main limitation is with regard to there being no scientific method to evaluate property quality.
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Papers by Aaron Timmons