Semantic Web-Based User Profile Modeling for Reading Promotion and Collaborative Library-Student Club Engagement
Jia Zhao · International Journal on Semantic Web and Information Systems · 2025
In the context of the digital age, traditional reading promotion models are no longer able to meet the diverse needs of modern users. In order to cultivate reading habits among college students and improve their reading rate, this study constructed a semantic user profile model for reading promotion, which deeply analyzed users' reading preferences, behavioral characteristics, and differences in needs and achieved precise reading promotion services. This study integrated sentiment analysis techniques to extract users' emotional tendencies toward reading materials, enabling a more refined understanding of user preferences and engagement. At the same time, this study further explored the innovative model of libraries collaborating with student clubs to improve the quality of library services and enhance effective reading promotion.