Research On The Analysis Method Of Academic Emotion Mining Based On Students' Facial Expression Recognition Technology

The action plan of educational informatization2.0 and the development plan of new generation artificial intelligence emphasize the innovative application of developing artificial intelligence in education.Artificial intelligence(Artificial Intelligence,AI)has been developed with the help of computer science,and has made great achievements in the fields of intelligent medicine,e-commerce and intelligent transportation.This thesis is guided by the educational theories of cognitive structure,humanism,and so on,and uses AI technology as an intelligent mining tool.The deep learning(Deep Learning)fusion emotion prediction(Emotional Prediction)technology is used to realize the analysis method of academic emotion mining based on students' facial expression recognition.Through rigorous experimental design and scientific data analysis,the feasibility,effectiveness and practicability of this research method are proved.This intelligent mining method is more scientific,accurate and intelligent than traditional methods,such as questionnaires,interviews and empirical studies.The first is to lay a certain scientific foundation and foundation for the current study of the educational phenomenon,the law or the education problem,and the other is to help the teacher and the education manager to master the learning emotion rule of the learners in the classroom teaching in a timely manner and to optimize the adjustment of the classroom teaching mode.The third is to play an active role in the decision-making of the management science of the middle school.The first chapter of this paper introduces the research background and significance,summarizes the current research situation of academic emotion,and puts forward the research problems based on this,and gives the structure and content of the paper.In the second chapter,the theory foundation and related technology are expounded,and the related education theory and artificial intelligence related technology are introduced in the research.The third chapter mainly describes the educational theory and the application of artificial intelligence technology in the research of academic emotion mining analysis method design.The fourth chapter is questionnaire survey and interview data collection.The fifth chapter is classroom teaching and application.In the sixth chapter,the research conclusion is summarized,the research value and innovation points are given,and the deficiency in the research is given,and the follow-up research work plan of this study is briefly introduced.