Research On The Influencing Factors Of College Students' Learning Engagement In The Intelligent Learning Environment

As education information enters the 2.0 era,more and more computer and communication technologies are applied to education and teaching,and the integration of technology makes education gradually become intelligent.Intelligent education advocates people-oriented,and aims to promote students' personalized development through intelligent teaching means.As the technical support of intelligent education,intelligent learning environment has attracted increasing attention from researchers.The level of students' learning engagement is an important indicator to measure the quality of education.Exploring the influencing factors of college students' learning engagement under the intelligent learning environment is of great significance to the high-quality development of education and teaching activities supported by artificial intelligence technology.Through literature review and analysis,this study found that one of the purposes of the current smart learning environment is to provide personalized learning services for students through the use of artificial intelligence,big data and other technologies,so as to improve the quality of teaching and promote students' learning.On this basis,this study uses the method of "artificial intelligence" to issue electronic badges related to teaching,to warn students of potential learning crisis,to provide personalized learning resources push for students,and to provide intelligent learning related services.This study summarizes the composition and measurement of behavior investment,cognitive investment and emotional investment of College Students' learning investment in the intelligent learning environment,and constructs the intervention model of electronic badge,learning early warning and personalized resource push in the teaching process.Through empirical research on specific classes and courses,it collates and summarizes the relevant data,and collects and analyzes the students' behavior data By means of analysis,questionnaire survey and interview,this paper further analyzes the influence of electronic badge,learning early warning and personalized resource push on College Students' learning engagement,so as to explore the influencing factors of College Students' learning engagement in the intelligent learning environment.The results show that:(1)under the intelligent learning environment,electronic badge has a positive impact on College Students' learning engagement.In the aspect of behavior input,electronic badge has a significant impact on College Students' interaction and concentration;in the aspect of cognitive input,electronic badge has a significant impact on College Students' self-management;in the aspect of emotional input,electronic badge has a significant impact on College Students' happiness.(2)Under the intelligent education environment,the early warning of learning situation has a positive impact on College Students' learning engagement.In the aspect of behavior input,the early warning of learning situation has a significant impact on College Students' interaction and reflection;in the aspect of cognitive input,the early warning of learning situation has a significant impact on College Students' self-regulation;in the aspect of emotional input,the early warning of learning situation has a significant impact on College Students' thirst for knowledge and sense of belonging.(3)Personalized resource push has a positive impact on College Students' learning investment in the smart education environment.In terms of behavioral input,personalized resource push has a significant impact on College Students' concentration;in terms of cognitive input,personalized resource push has a significant impact on College Students' knowledge construction;in terms of emotional input,personalized resource push has a significant impact on College Students' sense of belonging.