Research on the Construction and Optimization of the "One-Stop" Student Community Academic Guidance System of Big Data Technology Empowerment

With the deepening of the digitalization strategy of education, the "one-stop" student community comprehensive management model has become an important carrier for universities to implement the "three-round education" and achieve the fundamental task of moral education. However, the comprehensive education function of the current "one-stop" student community has not been fully released, and the deep integration of academic guidance system and student community construction still faces many challenges. This research focuses on the construction and optimization of academic guidance system under the "one-stop" comprehensive management model of student community, with big data technology as the starting point. The study takes Jiangsu universities as typical cases for in-depth analysis, aiming to provide theoretical support and practical reference for universities to deepen the reform of the "one-stop" student community comprehensive management model and improve the effectiveness of education based on big data technology.