This systematic review analyzes personalization strategies and their impact on user behavior in digital libraries, highlighting key challenges.
This systematic review provides a comprehensive analysis of personalization strategies within digital libraries, focusing on their influence on user behavior. It consolidates research from numerous academic sources to pinpoint common methods, significant obstacles, and developing patterns in offering customized content and services. The paper delves into how personalization enhances user satisfaction, tackles key issues, and addresses ethical concerns, offering crucial insights for creating user-focused digital library systems. Moreover, it underscores the importance of analyzing user behavior data for effective personalization frameworks, given that digital libraries are shaped by varied user requirements and preferences. This ongoing development demands a thorough evaluation of existing personalization techniques and their consequences for user involvement and the efficiency of information retrieval in digital library environments.
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Kumar et al. (2025) studied this question.
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