Abstract：Analyzing College StudentsReading Behavior by AI Techniques In order to deeply understand the requirements of artificial in the evaluation of high school reading behavior educationfirst of allwe compare the differences between reading behavior evaluations empowered by artificial intelligence and unwritten read Institutional CollectionLibraries are places of wisdom disseminationproviding various reading resourcesThrough the introduction of AI technologysmart classrooms in libraries use interactive tools to help readers enjoy readingextract valuable knowledge from compact documentsand have the ability to accurately interpret and solve problemsMachine LearningWith the introduction of artificial intelligence technologymany intelligent technologies like machine learning and the semantic web continue to emerge