International Journal of Information Technology and Applications, Vol. 2, No. 1, pp. 15-26, March 2025.
Abstract: With the rapid development of China's economy, the real estate market dynamics of Guangdong, Hong Kong and Macao Greater Bay Area (hereinafter referred to as the "Greater Bay Area"), as a national strategic region, have an important impact on the national and global economy. The purpose of this paper is to conduct a comprehensive and in-depth analysis of the real estate economic data of the Greater Bay Area through deep learning and knowledge mapping technologies, and to build a refined data analysis model to dig out the deep laws behind the data, predict market trends, identify investment opportunities, and assess potential risks, so as to provide a scientific basis for governmental decision-making, corporate investment, and academic research.