Abstract
The traditional teaching methods are difficult to conform to students' ways of thinking and hard to meet teachers' teaching demands. This work studies the teaching philosophy of Sciences, Technology, Engineering, Arts, and Mathematics (STEAM), a practice-oriented interdisciplinary education concept. This work focuses on the psychology of high school students' English learning, emphasizing their learning interests and English evaluation criteria. It also introduces the STEAM education concept through task planning projects. In addition, the n-gram English learning evaluation model is integrated with the STEAM education concept. The proposed model cultivates senior high school students' innovative thinking and comprehensive innovation ability. The analysis indicates that students' innovative thinking has been enhanced across five aspects: flexibility, independence, openness, sophistication, and critical thinking. Moreover, their innovation ability is promoted through independent planning, novel method design, rich content, and comprehensive innovation. Therefore, the proposed STEAM model can provide students with a way of thinking in innovative education.