I. Introduction
Rent market transparency can be improved by using neural networks to predict rent. Consumers can better understand the rent market by using a neural network model, which allows them to make better rent-related decisions; landlords and tenants can make smarter decisions; rental market efficiency can be improved: A more accurate forecast of rents will help the rental market allocate resources more efficiently, which will boost its efficiency. Applying neural network technology to predict rents could help the real estate industry respond better to market changes, thereby promoting its growth.