Information Retrieval · Computer Science
User Profiling Trends, Techniques and Applications
Sumitkumar Kanoje, Sheetal Girase, Debajyoti Mukhopadhyay
2015-03-26
Information Retrieval · Computer Science
Learning User Representations with Hypercuboids for Recommender Systems
Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu +5
2020-11-12
Information Retrieval · Computer Science
How does the User's Knowledge of the Recommender Influence their Behavior?
Muheeb Faizan Ghori, Arman Dehpanah, Jonathan Gemmell, Hamed Qahri-Saremi +1
2021-09-03
Information Retrieval · Computer Science
A Survey on User Behavior Modeling in Recommender Systems
Zhicheng He, Weiwen Liu, Wei Guo, Jiarui Qin +3
2023-02-23
Information Retrieval · Computer Science
Beyond Personalization: Research Directions in Multistakeholder Recommendation
Himan Abdollahpouri, Gediminas Adomavicius, Robin Burke, Ido Guy +4
2020-07-16
Information Retrieval · Computer Science
Analysis and Design of a Personalized Recommendation System Based on a Dynamic User Interest Model
Chunyan Mao, Shuaishuai Huang, Mingxiu Sui, Haowei Yang +1
2024-10-15
Information Retrieval · Computer Science
Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives
Emrul Hasan, Mizanur Rahman, Chen Ding, Jimmy Xiangji Huang +1
2025-05-27
Information Retrieval · Computer Science
An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration
Alexander Felfernig, Viet-Man Le, Andrei Popescu, Mathias Uta +2
2021-02-15
Human-Computer Interaction · Computer Science
Co-Authoring the Self: A Human-AI Interface for Interest Reflection in Recommenders
Ruixuan Sun, Junyuan Wang, Sanjali Roy, Joseph A. Konstan
2025-10-13
Information Retrieval · Computer Science
From Hidden Profiles to Governable Personalization: Recommender Systems in the Age of LLM Agents
Jiahao Liu, Mingzhe Han, Guanming Liu, Weihang Wang +5
2026-04-23
Information Retrieval · Computer Science
Graph Based Recommendations: From Data Representation to Feature Extraction and Application
Amit Tiroshi, Tsvi Kuflik, Shlomo Berkovsky, Mohamed Ali Kaafar
2017-07-06
Information Retrieval · Computer Science
A Brief History of Recommender Systems
Zhenhua Dong, Zhe Wang, Jun Xu, Ruiming Tang +1
2022-09-07