Hybrid Recommender Systems: Bridging Accuracy Gaps with Quantitative Evidence

Authors: Dhivakaran, Diya Akshita, Muralidharan, Vishali, Sundarambal, Balaraman, Kirubakaran, N

Source: 2025 International Conference on Visual Analytics and Data Visualization (ICVADV) Visual Analytics and Data Visualization (ICVADV), 2025 International Conference on. :1569-1575 Mar, 2025

Relation: 2025 International Conference on Visual Analytics and Data Visualization (ICVADV)

Enhanced Quality of Learning (QOL) via Secured Recommendation and Sentimental Analysis in Online Classes

Authors: Saravanan, T., Saravanakumar, S., Karthikeyan, V Ganesh

Source: 2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS) Machine Learning and Autonomous Systems (ICMLAS), 2025 International Conference on. :380-384 Mar, 2025

Relation: 2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS)

Belle: Large Language Model-Based Conversational Recommender Systems for Beauty Products

Authors: Wulandari, Elvira, Baizal, Z. K. A.

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-6 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Ontology-Based Low Glycemic Index Menu Recommender System for Patients with Diabetes

Authors: Najah, Athalia Malika, Baizal, Z. K. A.

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-6 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Time-Based Collaborative Filtering for Movie Recommendation Using Implicit Feedback

Authors: Parinussa, Alicia Kristina, Baizal, Z.K.A.

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-6 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Carfin: Car Recommender System Based on Conversational Recommender System Using Large Language Model

Authors: Wirawan, Alfiessa Widya, Baizal, Z. K. A.

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-6 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

A Causal-Based Attribute Selection Strategy for Conversational Recommender Systems

Authors: Yu, D., Li, Q., Wang, X., Xu, G.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 37(5):2169-2182 May, 2025

CoLLM: Integrating Collaborative Embeddings Into Large Language Models for Recommendation

Authors: Zhang, Y., Feng, F., Zhang, J., Bao, K., Wang, Q., He, X.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 37(5):2329-2340 May, 2025

Preference-Consistent Knowledge Distillation for Recommender System

Authors: Zhu, Z., Zhang, W.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 37(4):2071-2084 Apr, 2025

Practically Unbiased Pairwise Loss for Recommendation With Implicit Feedback

Authors: Cao, T., Xu, Q., Yang, Z., Ma, Z., Huang, Q.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(4):2460-2474 Apr, 2025

Harnessing Generative Large Language Models for Dynamic Intention Understanding in Recommender Systems: Insights From a Client–Designer Interaction Case Study

Authors: Qian, Z., Zhu, H., Liu, J., Wan, Z.

Source: IEEE Transactions on Computational Social Systems IEEE Trans. Comput. Soc. Syst. Computational Social Systems, IEEE Transactions on. 12(2):807-817 Apr, 2025

Denoising Implicit Feedback for Graph Collaborative Filtering via Causal Intervention

Authors: Liu, H., Zhang, H., Li, P., Zhao, P., Wu, X.

Source: IEEE Transactions on Big Data IEEE Trans. Big Data Big Data, IEEE Transactions on. 11(2):696-709 Apr, 2025

Knowledge Graphs and Pretrained Language Models Enhanced Representation Learning for Conversational Recommender Systems

Authors: Qiu, Z., Tao, Y., Pan, S., Liew, A.W.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(4):6107-6121 Apr, 2025

Nonlinear Matrix Factorization With Cognitive Opinion Formation for Social Recommendation

Authors: Xiong, F., Ni, X., Pan, S., Chen, H., Wang, L., Yan, Z.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 55(3):1870-1885 Mar, 2025

FCER: A Federated Cloud-Edge Recommendation Framework With Cluster-Based Edge Selection

Authors: Wu, J., Yang, Y., Hu, M., Zhou, Y., Wu, D.

Source: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 24(3):1731-1743 Mar, 2025

Reliable Communication in Opportunistic Network based on Trust: A Review

Authors: Ahmed, Mala, Paul, Amrita Bose, Prokash Goswami, Jyoti

Source: 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Intelligent Systems, Advanced Computing and Communication (ISACC), 2025 3rd International Conference on. :1367-1372 Feb, 2025

Relation: 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)

A Music Recommender System to Identify the Emotional State of a Person Using Machine Learning Algorithms

Authors: A, Muruganantham, Malarvizhi, C., S, Divya Vahini., Saranya, D., Uthiramoorthy, A.

Source: 2025 4th International Conference on Sentiment Analysis and Deep Learning (ICSADL) Sentiment Analysis and Deep Learning (ICSADL), 2025 4th International Conference on. :1148-1152 Feb, 2025

Relation: 2025 4th International Conference on Sentiment Analysis and Deep Learning (ICSADL)

Traveltrek: Effortless Travel Crafting and Management

Authors: Himanshu, Singh, Pushpendra, Singh, Vinai Kumar

Source: 2025 International Conference on Intelligent Control, Computing and Communications (IC3) Intelligent Control, Computing and Communications (IC3), 2025 International Conference on. :342-346 Feb, 2025

Relation: 2025 International Conference on Intelligent Control, Computing and Communications (IC3)

Exploring the Capabilities and Limitations of Recommender System Models in the Electric Power Sector

Authors: Li, Yifu, Dehghanian, Payman, Zhang, Xiaohua, Su, Jinshun, Zhang, Ruotan

Source: 2025 IEEE Texas Power and Energy Conference (TPEC) Power and Energy Conference (TPEC), 2025 IEEE Texas. :1-6 Feb, 2025

Relation: 2025 IEEE Texas Power and Energy Conference (TPEC)

The Comprehensive Review of Different Categories, Applications, and Methods Used In Healthcare Recommender System

Authors: Shafi, Uroosa, Sapra, Puneet

Source: 2025 International Conference on Computational, Communication and Information Technology (ICCCIT) Computational, Communication and Information Technology (ICCCIT), 2025 International Conference on. :246-252 Feb, 2025

Relation: 2025 International Conference on Computational, Communication and Information Technology (ICCCIT)