Research on the Optimization of College Students'Learning Behaviors in Smart Libraries Driven by Big Data Empowered by AI

Abstract

This study explores the transformative role of smart libraries in the learning behaviors of college students from two dimensions: personalized learning support and the construction of a socialized learning environment. Smart libraries integrate advanced technologies such as artificial intelligence(AI) and big data analysis to enhance the accessibility, customization, and effectiveness of learning resources and services. Personalized learning support analyzes students' learning habits and provides feedback, enabling libraries to formulate intervention strategies and allocate resources to meet students' individualized needs. Relying on the online collaboration platforms and sharing mechanisms of smart libraries, a socialized learning environment is created to promote collaboration and knowledge sharing among students, teachers, and smart librarians, optimizing the learning experience and helping students adapt to the development of the digital age. The study emphasizes the significant role of intelligent libraries in shaping the future of education and advocates for more in-depth research and innovation in this field.