Before revision:  Therefore, providing advertisers with a better advertising experience by reducing their cost of trial and error during ad real-time bidding is crucial to the long-term revenue of e-commerce platforms .
After revision:  Providing good advertising experiences for advertisers through reducing their costs of trial and error during ad real-time bidding is crucial to the long-term revenue of e-commerce platforms .