Research on the Application of AI Technology in the New Question Types of E-commerce Education Examinations in Higher Vocational Education

With the rapid development of artificial intelligence technology, its application in the field of e-commerce education is becoming increasingly widespread, especially in teaching methods, learning assessment, and the design of new exam question types, which have shown significant advantages. AI technology can provide personalized learning paths and resources based on students' learning situations, generate diverse exam question types, and achieve automated evaluation, thereby improving teaching quality and students' learning experience. Analyzed the current situation and application challenges of AI technology in vocational e-commerce education, explored AI assisted teaching methods, the role of AI in learning assessment, and the application of AI in e-commerce innovation question types. In addition, the development trend of AI technology in future e-commerce education exams was discussed, emphasizing the importance of continuous research and application of AI technology in the field of education to cultivate versatile talents that meet market demand.