House Price Prediction Using Machine Learning and Artificial Intelligence

The escalating annual rise in housing prices introduces volatility and uncertainty into the real estate market, underscoring the critical need for accurate price forecasting systems. Predicting house prices accurately remains challenging due to the multitude of influencing factors. This study aims to identify and analyze key determinants affecting house prices, employing two established machine learning models. Through comparative analysis, the research will recommend the most effective model for enhancing the accuracy of house price predictions.

Authors

Publication Details

Journal
Journal of Artificial Intelligence & Cloud Computing
Published
2024-08-12
DOI
https://doi.org/10.47363/jaicc/2024(3)357
Citations
2
Primary Topic
Housing Market and Economics
Type
article
Field-Weighted Citation Impact
2.26
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article

House Price Prediction Using Machine Learning and Artificial Intelligence

Fatbardha Maloku
2 citations
Journal of Artificial Intelligence & Cloud Computing
Housing Market and Economics
2.26
article

House Price Prediction Using Machine Learning and Artificial Intelligence

Fatbardha Maloku
article en
2 citations

Abstract

The escalating annual rise in housing prices introduces volatility and uncertainty into the real estate market, underscoring the critical need for accurate price forecasting systems. Predicting house prices accurately remains challenging due to the multitude of influencing factors. This study aims to identify and analyze key determinants affecting house prices, employing two established machine learning models. Through comparative analysis, the research will recommend the most effective model for enhancing the accuracy of house price predictions.

Journal of Artificial Intelligence & Cloud ComputingVol. 3(4)
Sustainable cities and communities
Openalex Percentile: Top 8%
Housing Market and Economics
2.26
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House Price Prediction Using Machine Learning and Artificial Intelligence — Fatbardha Maloku · Journal of Artificial Intelligence & Cloud Computing (2024) | TGRS Research Map | TGRS