An intelligent evaluation system of education quality based on the collaboration of artificial intelligence and big data

This research focuses on the intelligent evaluation system of education quality based on the collaboration of artificial intelligence and big data. The source of data collection of the system is discussed in detail, including learning management system, campus information system and classroom behavior monitoring system, and the application of data analysis technology such as machine learning, data mining and natural language processing is expounded in detail. Through the dynamic assessment of college students' learning process, ability development and comprehensive quality, this paper reveals the significant significance of intelligent assessment system in promoting personalized education, optimizing the allocation of educational resources and promoting educational equity. At the same time, corresponding countermeasures are proposed for the challenges of data privacy and security, technology integration and system compatibility, and the adaptation of teachers and students to new technologies. It aims to provide comprehensive theoretical support and practical guidance for the intelligent transformation of educational quality assessment.