Frontier Exploration: How Artificial Intelligence Reshapes Library User Behavior Analysis

With the rapid development of Artificial Intelligence Technology, many fields are undergoing profound changes in innovation and transformation, and its application in the field of digital library is becoming increasingly extensive. The introduction of Artificial Intelligence Technology has significantly improved the personalized service level and effectiveness of library services, and provided a new perspective and tool for library user behavior analysis and service optimization. The purpose of this paper is to use Deep Learning Technology to construct accurate user portraits and provide personalized service recommendations through user behavior data collection, analysis and algorithm prediction, so as to effectively predict users' future behaviors and needs.