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2025	Uncovering Recommendation Serendipity with Objective Data-driven Factor Investigation ACM Transactions on Information Systems Wenjun Jiang, Song Li, Xueqi Li, Kenli Li, Jie Wu
2024	Comparative Study of Filtering Methods for Scientific Research Article Recommendations Big Data and Cognitive Computing Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
2024	Federated learning-driven collaborative recommendation system for multi-modal art analysis and enhanced recommendations PeerJ Computer Science Bei Gong, Ida Puteri Mahsan, Junhua Xiao
2023	An anatomization of research paper recommender system: Overview, approaches and challenges Engineering Applications of Artificial Intelligence Ritu Sharma, Dinesh Gopalani, Yogesh Meena
2023	Semantic Interest Modeling and Content-Based Scientific Publication Recommendation Using Word Embeddings and Sentence Encoders Multimodal Technologies and Interaction Mouadh Guesmi, Mohamed Amine Chatti, Lamees Kadhim, Shoeb Joarder, Qurat Ul Ain
2022	Scientific paper recommendation systems: a literature review of recent publications International Journal on Digital Libraries Christin Katharina Kreutz, Ralf Schenkel
2021	Serendipity in Recommender Systems: A Systematic Literature Review Journal of Computer Science and Technology Reza Jafari Ziarani, Reza Ravanmehr