This article discusses the use of the TOE model and machine learning methods to explain why Chinese media companies are conducting digital transformation. It also introduces the use of ensemble learning models to improve prediction accuracy. The study predicts that integrated machine learning methods will outperform linear research methods in predicting the degree of digital transformation in media companies.
