Xinyan Gu

Consumer purchase behavior prediction based on user-generated content sentiment analysis algorithm

With the increasing socialization of e-commerce platforms, user-generated content (UGC), such as short video reviews and image-based evaluations, has become a core factor influencing consumer decisions. However, existing prediction models often suffer from the following bottlenecks: the semantic gap between text and im...