@article{bb255700,
AUTHOR = "Liu, J. and Sun, L. and Nie, W.Z. and Su, Y.T. and Zhang, Y.D. and Liu, A.",
TITLE = "Inter- and Intra-Domain Potential User Preferences for Cross-Domain
Recommendation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8014-8025",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250525"}
@article{bb255701,
AUTHOR = "Wu, D.P. and Fan, X. and Zhang, P. and Fu, M.",
TITLE = "Social domain integrated semantic self-discovery method for
recommendation",
JOURNAL = PRL,
VOLUME = "184",
YEAR = "2024",
PAGES = "21-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250526"}
@article{bb255702,
AUTHOR = "Guo, J. and Wen, L.Y. and Zhou, Y. and Song, B. and Chi, Y.H. and Yu, F.R.",
TITLE = "SPACE: Self-Supervised Dual Preference Enhancing Network for
Multimodal Recommendation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8849-8859",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250527"}
@article{bb255703,
AUTHOR = "Zhao, G.S. and Zhang, X.L. and Tang, H. and Shen, J. and Qian, X.M.",
TITLE = "Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9539-9550",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250528"}
@article{bb255704,
AUTHOR = "Bao, S.L. and Xu, Q.Q. and Yang, Z.Y. and He, Y. and Cao, X.C. and Huang, Q.M.",
TITLE = "Improved Diversity-Promoting Collaborative Metric Learning for
Recommendation",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9004-9022",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250529"}
@article{bb255705,
AUTHOR = "Sugiyama, T. and Yoshida, S. and Muneyasu, M.",
TITLE = "DRGNN: Disentangled representation graph neural network for diverse
category-level recommendations",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "78-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250530"}
@article{bb255706,
AUTHOR = "Li, Z. and Yang, C. and Chen, Y.K. and Wang, X.Z. and Chen, H.X. and Xu, G.D. and Yao, L. and Sheng, M.",
TITLE = "Graph and Sequential Neural Networks in Session-based Recommendation:
A Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "2",
MONTH = "November",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250531"}
@article{bb255707,
AUTHOR = "Liu, Q.D. and Hu, J.X. and Xiao, Y.T. and Zhao, X.Y. and Gao, J.T. and Wang, W.Y. and Li, Q. and Tang, J.",
TITLE = "Multimodal Recommender Systems: A Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "2",
MONTH = "October",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250532"}
@article{bb255708,
AUTHOR = "Cao, T.W. and Xu, Q.Q. and Yang, Z.Y. and Ma, Z.Y. and Huang, Q.M.",
TITLE = "Practically Unbiased Pairwise Loss for Recommendation With Implicit
Feedback",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2460-2474",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250533"}
@article{bb255709,
AUTHOR = "Luo, F.Y. and Chen, Y.K. and Wu, J. and Li, Y.D.",
TITLE = "Rank Gap Sensitive Deep AUC maximization for CTR prediction",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111496",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250534"}
@article{bb255710,
AUTHOR = "Li, H.J. and Liu, G.F. and Hu, Q. and Wang, Y. and Gong, D.W. and Du, J.W.",
TITLE = "Candidate-aware graph prompt-tuning for recommendation",
JOURNAL = PR,
VOLUME = "167",
YEAR = "2025",
PAGES = "111733",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250535"}
@article{bb255711,
AUTHOR = "Zhang, J.Q. and Cheng, Y. and Ni, Y.X. and Pan, Y.Z. and Yuan, Z. and Fu, J.C. and Li, Y. and Wang, J. and Yuan, F.J.",
TITLE = "NineRec: A Benchmark Dataset Suite for Evaluating Transferable
Recommendation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "5256-5267",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250536"}
@article{bb255712,
AUTHOR = "Dong, X. and Song, X.M. and Liu, T.L. and Guan, W.",
TITLE = "Prompt-Based Multi-Interest Learning Method for Sequential
Recommendation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6876-6887",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250537"}
@article{bb255713,
AUTHOR = "Gao, Y.B. and Niu, S. and Lv, G.H. and Ling, M.G. and Geng, X.",
TITLE = "Long and Recent Preference Learning With Recent-K Items Distribution
for Recommender System",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "4043-4057",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250538"}
@article{bb255714,
AUTHOR = "Wang, L. and Wang, S. and Zhang, Q. and Wu, Q. and Xu, M.",
TITLE = "Federated User Preference Modeling for Privacy-Preserving
Cross-Domain Recommendation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "5324-5336",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250539"}
@article{bb255715,
AUTHOR = "Nithya, B.N. and Geetha, D.E. and Kumar, M.",
TITLE = "Metaheuristic-Assisted Contextual Post-Filtering Method for Event
Recommendation System",
JOURNAL = IJIG,
VOLUME = "25",
YEAR = "2025",
NUMBER = "5",
MONTH = "September",
PAGES = "2550043",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250540"}
@article{bb255716,
AUTHOR = "Liu, H.T. and Lv, X.L. and Zhao, P. and Li, P.P. and Wu, X.D.",
TITLE = "Unbiased Meta Reinforcement Learning for Interactive Recommender
Systems",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "5185-5197",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250541"}
@article{bb255717,
AUTHOR = "Mo, F. and Xiao, L. and Song, Q. and Gao, X. and Song, W.Z. and Wang, S.",
TITLE = "FGCM: Modality-Behavior Fusion Model Integrated with Graph
Contrastive Learning for Multimodal Recommendation",
JOURNAL = MultMedMag,
VOLUME = "32",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "27-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250542"}
@article{bb255718,
AUTHOR = "Xu, Y.Y. and Xiao, H. and Zhang, H.R. and Wang, D.D. and Wang, K. and Min, F.",
TITLE = "Neural recommendation by user-item-user and item-user-item relation
modeling",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112104",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250543"}
@article{bb255719,
AUTHOR = "Ren, X.B. and Wei, W. and Xia, L.H. and Huang, C.",
TITLE = "A Comprehensive Survey on Self-Supervised Learning for Recommendation",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "1",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250544"}
@article{bb255720,
AUTHOR = "Hasan, E. and Rahman, M. and Ding, C. and Huang, J.X.J. and Raza, S.",
TITLE = "Review-based Recommender Systems:
A Survey of Approaches, Challenges and Future Perspectives",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "1",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250545"}
@article{bb255721,
AUTHOR = "Zhang, K. and Cao, Q. and Sun, F. and Wu, Y.F. and Tao, S.C. and Shen, H.W. and Cheng, X.Q.",
TITLE = "Robust Recommender System: A Survey and Future Directions",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "1",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250546"}
@article{bb255722,
AUTHOR = "Wen, X. and Nie, W.Z. and Liu, J. and Zhang, N. and Su, Y.T. and Liu, A.A.",
TITLE = "Disentangled Denoising and Counterfactual Balance for Multimodal
Recommendation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9293-9303",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250547"}
@article{bb255723,
AUTHOR = "Mo, X. and Liu, F. and Tang, R. and Gao, J.T. and Liu, H.",
TITLE = "Knowledge-Aware Diffusion-Enhanced Multimedia Recommendation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9136-9146",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250548"}
@article{bb255724,
AUTHOR = "Yamasaki, C. and Sugahara, K. and Nagi, Y. and Okamoto, K.",
TITLE = "Function-based labels for complementary recommendation: Definition,
annotation, and LLM-as-a-Judge",
JOURNAL = PRL,
VOLUME = "200",
YEAR = "2026",
PAGES = "8-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250549"}
@article{bb255725,
AUTHOR = "Guo, J. and Wen, L. and Zhao, Y.F. and Song, B. and Chi, Y.H.",
TITLE = "LETTER: Self-Harmonized Representation Learning for Multimodal
Recommendation",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "507-516",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250550"}
@article{bb255726,
AUTHOR = "Xue, Y. and Ren, Q.Q. and Liu, Y. and Sun, J.G.",
TITLE = "KANM^2L: Enhancing Multi-Modal Recommendation With KAN and Dilated
Attention",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "574-587",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250551"}
@article{bb255727,
AUTHOR = "Mi, Y.Q. and Yan, B.Y. and Zhao, G.S. and Shen, J. and Qian, X.M.",
TITLE = "A Plug-and-Play Model-Agnostic Embedding Enhancement Approach for
Explainable Recommendation",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "561-573",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250552"}
@article{bb255728,
AUTHOR = "Xie, Y.W. and Wang, L.J. and Nie, W.Z. and Shi, C.T. and Dong, X.F. and Chen, S. and Sun, H.X. and Rao, W. and Liu, A.A.",
TITLE = "Next Chain Prediction: A Generative Recommendation Model With
Sequence-Chain Attention",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "321-332",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250553"}
@article{bb255729,
AUTHOR = "Wang, X.F. and Zhang, Z.J. and Qi, Y.Y. and Shen, G.D. and Lai, S. and Chen, Y.T. and Zhou, F. and Quan, D.",
TITLE = "Knowledge-Enhanced Graph Contrastive Learning for Recommendations",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "684-699",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250554"}
@article{bb255730,
AUTHOR = "Li, F.J. and Zhang, H. and Zhang, M.Y. and Wang, L.Q. and Wang, M.",
TITLE = "RVGCL: Towards robust recommendation via graph contrastive learning
with variational inference",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112891",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250555"}
@article{bb255731,
AUTHOR = "Ye, M.T. and Huang, S. and Li, C.Q.",
TITLE = "Sign-aware recommendation based on mixed-path aggregation",
JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113125",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250556"}
@article{bb255732,
AUTHOR = "Wang, L. and Wang, S. and Wu, Q. and Xu, M.",
TITLE = "A Multi-Modal Prompt-Tuning Framework for Non-Overlapping
Multi-Domain Recommendation",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "1921-1930",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250557"}
@article{bb255733,
AUTHOR = "Deng, J.Z. and Jin, H.L. and Zhang, Z.Q. and Ye, J.M. and Wang, Y. and Zhang, L.Y. and Khushvakhtzoda, K.K.",
TITLE = "PGRM: Positive-unlabeled enhanced recommendation model based on
generative adversarial network",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113209",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250558"}
@article{bb255734,
AUTHOR = "Liu, Z. and Zhang, J. and Lian, D. and Feng, C. and Wang, J. and Chen, E.",
TITLE = "Learning Deep Tree-Based Retriever for Efficient Recommendation:
Theory and Method",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5032-5049",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250559"}
@article{bb255735,
AUTHOR = "Su, Y.",
TITLE = "Personalized Recommendation Using Deep Reinforcement Learning for
Educational Content",
JOURNAL = IJIG,
VOLUME = "26",
YEAR = "2026",
NUMBER = "8",
MONTH = "November",
PAGES = "2750029",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250560"}
@article{bb255736,
AUTHOR = "Ma, J. and Qin, J. and Chen, Y.P. and Feng, Q.S. and Liu, S.Q.",
TITLE = "Robust prototype-aware representation refinement for LLM-based
sequential recommendation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113550",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250561"}
@article{bb255737,
AUTHOR = "Ren, Q. and Cai, D.",
TITLE = "Anchor node guided global-local graph neural networks for multimedia
recommendation",
JOURNAL = JVCIR,
VOLUME = "118",
YEAR = "2026",
PAGES = "104835",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250562"}
@article{bb255738,
AUTHOR = "Ouyang, K. and Tang, C. and Chai, Z.H. and Zheng, W.H. and Xie, X.J. and Xiao, X. and Wang, Z.",
TITLE = "Breaking the Curse of Knowledge: Towards Effective Multimodal
Recommendation Using Knowledge Soft Integration",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "4525-4534",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250563"}
@article{bb255739,
AUTHOR = "Yao, X. and Yang, W.L. and Hu, X. and Yang, J. and Guo, Y.",
TITLE = "DENOTER: Dual cascadEd iNformatiOn filTERing for robust sequential
recommendation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113758",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250564"}
@article{bb255740,
AUTHOR = "Hu, Q. and Sun, Y. and Li, H.J. and Liu, J.H. and Du, J.W.",
TITLE = "Multimodal Recommendation via Modality-Shared Encoding and
Multi-Dimensional Loss Optimization",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "4572-4584",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250565"}
@article{bb255741,
AUTHOR = "Wu, B. and Chen, L. and Fu, Y.H. and Ma, Y.S. and Xu, M.L. and Chua, T.S.",
TITLE = "Multi-Way Cascade-Attention Network for Multi-Modal Sequential
Recommendation",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "5241-5253",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250566"}
@article{bb255742,
AUTHOR = "Ghasempouri, S. and Bartolini, I.",
TITLE = "Generative Models for Context-Aware Recommender Systems: A Survey",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "13",
MONTH = "June",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250567"}
@article{bb255743,
AUTHOR = "Deng, L.P. and Xiao, M.Q.",
TITLE = "Bridging Datasets and Hyperparameters: GCN-Based Link Prediction for
Recommendation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "8987-9000",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250568"}
@article{bb255744,
AUTHOR = "Li, Z.Y. and Teng, F. and Zhai, G.T. and Li, T.R.",
TITLE = "Variational Bayesian Personalized Ranking",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "8936-8952",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250569"}
@article{bb255745,
AUTHOR = "Wu, H. and Wu, Y.X. and Tian, L. and Lai, Z.R. and Long, J.Y. and Ng, M.K. and Chen, C.L.P.",
TITLE = "Local and High-Order Consistency Coding and Adaptation for
Cross-Hypergraph Node Classification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9997-10011",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250570"}
@article{bb255746,
AUTHOR = "Zhu, Y.J. and Zhu, Q. and Ding, S. and Li, M.",
TITLE = "Latent preference mining and noise-aware for multimodal
recommendation",
JOURNAL = PRL,
VOLUME = "207",
YEAR = "2026",
PAGES = "177-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250571"}
@inproceedings{bb255747,
AUTHOR = "Lee, Y.S. and Tseng, W.C. and Wang, F.E. and Sun, M.",
TITLE = "VMCML: Video and Music Matching via Cross-Modality Lifting",
BOOKTITLE = MULA24,
YEAR = "2024",
PAGES = "2060-2069",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250572"}
@inproceedings{bb255748,
AUTHOR = "Karabila, I. and Darraz, N. and El Ansari, A. and Alami, N. and Chenouni, S. and El Mallahi, M.",
TITLE = "A novel E-commerce recommender system using deep learning approaches*",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250573"}
@inproceedings{bb255749,
AUTHOR = "Abdari, A. and Falcon, A. and Serra, G.",
TITLE = "FArMARe: a Furniture-Aware Multi-task methodology for Recommending
Apartments based on the user interests",
BOOKTITLE = CVMeta23,
YEAR = "2023",
PAGES = "4295-4305",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250574"}
@inproceedings{bb255750,
AUTHOR = "Soumm, M. and Popescu, A. and Delezoide, B.",
TITLE = "Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2986-2996",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250575"}
@inproceedings{bb255751,
AUTHOR = "Yang, H.Y. and Zhou, H. and Li, Y.C.",
TITLE = "A Review of Academic Recommendation Systems Based on Intelligent
Recommendation Algorithms",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "958-962",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250576"}
@inproceedings{bb255752,
AUTHOR = "Yuan, Y. and Tang, Y. and Yan, Z.Q. and Hu, M. and Du, L.",
TITLE = "KSRG: Knowledge-Aware Sequential Recommendation with Graph Neural
Networks",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2408-2414",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250577"}
@inproceedings{bb255753,
AUTHOR = "Najmani, K. and Ajallouda, L. and Benlahmar, E. and Sael, N. and Zellou, A.",
TITLE = "Offline and Online Evaluation for Recommender Systems",
BOOKTITLE = ISCV22,
YEAR = "2022",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250578"}
@inproceedings{bb255754,
AUTHOR = "Hirakawa, T. and Maeda, K. and Ogawa, T. and Asamizu, S. and Haseyama, M.",
TITLE = "Cross-Domain Recommendation Method Based on Multi-Layer Graph
Analysis With Visual Information",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2688-2692",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250579"}
@inproceedings{bb255755,
AUTHOR = "Vrochidis, A. and Dimitriou, N. and Krinidis, S. and Panagiotidis, S. and Parcharidis, S. and Tzovaras, D.",
TITLE = "Video Popularity Prediction Through Fusing Early Viewership with Video
Content",
BOOKTITLE = CVS21,
YEAR = "2021",
PAGES = "159-168",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250580"}
@inproceedings{bb255756,
AUTHOR = "Deldjoo, Y. and di Noia, T. and Malitesta, D. and Merra, F.A.",
TITLE = "A Study on the Relative Importance of Convolutional Neural Networks
in Visually-Aware Recommender Systems",
BOOKTITLE = CVFAD21,
YEAR = "2021",
PAGES = "3956-3962",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250581"}
@inproceedings{bb255757,
AUTHOR = "Bonet, E.R. and Nguyen, D.M. and Deligiannis, N.",
TITLE = "Temporal Collaborative Filtering with Graph Convolutional Neural
Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4736-4742",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250582"}
@inproceedings{bb255758,
AUTHOR = "Luo, H. and Zhang, X. and Guoy, G.",
TITLE = "Convolutional Attention Model For Restaurant Recommendation With
Multi-View Visual Features",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "838-842",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250583"}
@inproceedings{bb255759,
AUTHOR = "Jiang, Y. and Cui, K. and Peng, B. and Xu, C.",
TITLE = "Comprehensive Video Understanding: Video Summarization with
Content-Based Video Recommender Design",
BOOKTITLE = CoView19,
YEAR = "2019",
PAGES = "1562-1569",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250584"}
@inproceedings{bb255760,
AUTHOR = "Tanmay, K. and Ayush, K.",
TITLE = "Augmented Reality Based Recommendations Based on Perceptual Shape
Style Compatibility with Objects in the Viewpoint and Color
Compatibility with the Background",
BOOKTITLE = AIM19,
YEAR = "2019",
PAGES = "3361-3367",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250585"}
@inproceedings{bb255761,
AUTHOR = "Jasani, B. and Girdhar, R. and Ramanan, D.",
TITLE = "Are we Asking the Right Questions in MovieQA?",
BOOKTITLE = CLVL19,
YEAR = "2019",
PAGES = "1879-1882",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250586"}
@inproceedings{bb255762,
AUTHOR = "Kang, W.C. and Kim, E. and Leskovec, J. and Rosenberg, C. and McAuley, J.",
TITLE = "Complete the Look: Scene-Based Complementary Product Recommendation",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "10524-10533",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250587"}
@inproceedings{bb255763,
AUTHOR = "Wu, Z.P. and Tian, H. and Zhu, X.Z. and Fan, S.S. and Wang, S.",
TITLE = "Exploiting Incidence Relation Between Subgroups for Improving
Clustering-Based Recommendation Model",
BOOKTITLE = "MMMod19",
YEAR = "2019",
PAGES = "I:543-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250588"}
@inproceedings{bb255764,
AUTHOR = "Ji, Z.X. and Tang, J. and Wu, G.S.",
TITLE = "Personalized Recommendation of Photography Based on Deep Learning",
BOOKTITLE = "MMMod19",
YEAR = "2019",
PAGES = "I:214-226",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250589"}
@inproceedings{bb255765,
AUTHOR = "Li, Y. and Wang, H. and Liu, H. and Chen, B.",
TITLE = "A study on content-based video recommendation",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "4581-4585",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250590"}
@inproceedings{bb255766,
AUTHOR = "Bhatt, C. and Cooper, M. and Zhao, J.",
TITLE = "SeqSense: Video Recommendation Using Topic Sequence Mining",
BOOKTITLE = MMMod18,
YEAR = "2018",
PAGES = "II:252-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250591"}
@inproceedings{bb255767,
AUTHOR = "Lee, J. and Abu El Haija, S.",
TITLE = "Large-Scale Content-Only Video Recommendation",
BOOKTITLE = CEFR-LCV17,
YEAR = "2017",
PAGES = "987-995",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250592"}
@inproceedings{bb255768,
AUTHOR = "Yin, X. and Wang, X. and Du, X. and Chen, Q.",
TITLE = "Scale Recovery for Monocular Visual Odometry Using Depth Estimated
with Deep Convolutional Neural Fields",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5871-5879",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250593"}
@inproceedings{bb255769,
AUTHOR = "Khan, M.W. and Chan, G.Y. and Chua, F.F. and Haw, S.C.",
TITLE = "An Ontology-Based Hybrid Recommender System for Internet Protocol
Television",
BOOKTITLE = IVIC17,
YEAR = "2017",
PAGES = "131-142",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250594"}
@inproceedings{bb255770,
AUTHOR = "Sharma, R. and Gopalani, D. and Meena, Y.",
TITLE = "Concept-Based Approach for Research Paper Recommendation",
BOOKTITLE = PReMI17,
YEAR = "2017",
PAGES = "687-692",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250595"}
@inproceedings{bb255771,
AUTHOR = "Janati, S.E. and Maach, A.",
TITLE = "Towards a new adaptive E-learning framework for adapting content to
presentation",
BOOKTITLE = ISCV17,
YEAR = "2017",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250596"}
@inproceedings{bb255772,
AUTHOR = "Talukder, M. and Rahman, M.M. and Halder, S. and Uddin, M.J.",
TITLE = "Novel recommendation systems in social networks",
BOOKTITLE = IVPR17,
YEAR = "2017",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250597"}
@inproceedings{bb255773,
AUTHOR = "Ferdous, S.N. and Ali, M.M.",
TITLE = "A semantic content based recommendation system for cross-lingual news",
BOOKTITLE = IVPR17,
YEAR = "2017",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250598"}
@inproceedings{bb255774,
AUTHOR = "Song, M. and Sun, Z.X. and Li, B. and Hu, J.G.",
TITLE = "Iterative Active Classification of Large Image Collection",
BOOKTITLE = MMMod18,
YEAR = "2018",
PAGES = "I:291-304",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250599"}
@inproceedings{bb255775,
AUTHOR = "Hu, J.G. and Sun, Z.X. and Li, B. and Wang, S.",
TITLE = "PicMarker: Data-Driven Image Categorization Based on Iterative
Clustering",
BOOKTITLE = ACCV16,
YEAR = "2016",
PAGES = "IV: 172-187",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250600"}
@inproceedings{bb255776,
AUTHOR = "Yang, K.W. and Sun, Z.X. and Wang, S.A. and Li, B.",
TITLE = "Stitch-Based Image Stylization for Thread Art Using Sparse Modeling",
BOOKTITLE = MMMod18,
YEAR = "2018",
PAGES = "I:479-492",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250601"}
@inproceedings{bb255777,
AUTHOR = "Hu, J.G. and Sun, Z.X. and Li, B. and Yang, K.W. and Li, D.Y.",
TITLE = "Online User Modeling for Interactive Streaming Image Classification",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "II: 293-305",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250602"}
@inproceedings{bb255778,
AUTHOR = "Zheng, H.J. and Yao, J.C. and Zhang, Y.",
TITLE = "Describing Geographical Characteristics with Social Images",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "I: 115-126",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250603"}
@inproceedings{bb255779,
AUTHOR = "Low, T. and Hentschel, C. and Stober, S. and Sack, H. and Nurnberger, A.",
TITLE = "Exploring Large Movie Collections:
Comparing Visual Berrypicking and Traditional Browsing",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "II: 198-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250604"}
@inproceedings{bb255780,
AUTHOR = "Tang, S. and Wu, Z.Y. and Chen, K.",
TITLE = "Movie Recommendation via BLSTM",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "II: 269-279",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250605"}
@inproceedings{bb255781,
AUTHOR = "Deng, Z.J. and Zhang, F. and Wang, S.P.S.",
TITLE = "Shilling attack detection in collaborative filtering recommender
system by PCA detection and perturbation",
BOOKTITLE = ICWAPR16,
YEAR = "2016",
PAGES = "213-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250606"}
@inproceedings{bb255782,
AUTHOR = "Ma, C. and Yan, Z. and Chen, C.W.",
TITLE = "Forecasting initial popularity of just-uploaded user-generated videos",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "474-478",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250607"}
@inproceedings{bb255783,
AUTHOR = "Geng, X. and Zhang, H.W. and Bian, J.W. and Chua, T.S.",
TITLE = "Learning Image and User Features for Recommendation in Social
Networks",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4274-4282",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250608"}
@inproceedings{bb255784,
AUTHOR = "Basu, S. and Yu, Y. and Singh, V.K. and Zimmermann, R.",
TITLE = "Videopedia: Lecture Video Recommendation for Educational Blogs Using
Topic Modeling",
BOOKTITLE = MMMod16,
YEAR = "2016",
PAGES = "I: 238-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250609"}
@inproceedings{bb255785,
AUTHOR = "Zhou, J. and Albatal, R. and Gurrin, C.",
TITLE = "Applying Visual User Interest Profiles for Recommendation and
Personalisation",
BOOKTITLE = MMMod16,
YEAR = "2016",
PAGES = "II: 361-366",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250610"}
@inproceedings{bb255786,
AUTHOR = "Husain, M.M. and Jalab, H.A. and Rohani, V.A.",
TITLE = "Optimized-Memory Map-Reduce Algorithm for Mobile Learning",
BOOKTITLE = IVIC15,
YEAR = "2015",
PAGES = "249-256",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250611"}
@inproceedings{bb255787,
AUTHOR = "Ning, X. and Karypis, G.",
TITLE = "Recent Advances in Recommender Systems and Future Directions",
BOOKTITLE = PReMI15,
YEAR = "2015",
PAGES = "3-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250612"}
@inproceedings{bb255788,
AUTHOR = "Domingues, M.A. and Manzato, M.G. and Marcacini, R.M. and Sundermann, C.V. and Rezende, S.O.",
TITLE = "Using Contextual Information from Topic Hierarchies to Improve
Context-Aware Recommender Systems",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3606-3611",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250613"}
@inproceedings{bb255789,
AUTHOR = "Manzato, M.G. and Domingues, M.A. and Marcacini, R.M. and Rezende, S.O.",
TITLE = "Improving Personalized Ranking in Recommender Systems with Topic
Hierarchies and Implicit Feedback",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3696-3701",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250614"}
@inproceedings{bb255790,
AUTHOR = "Zhao, G.S. and Qian, X.M. and Feng, H.",
TITLE = "Personalized Recommendation by Exploring Social Users' Behaviors",
BOOKTITLE = MMMod14,
YEAR = "2014",
PAGES = "II: 181-191",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250615"}
@inproceedings{bb255791,
AUTHOR = "Yoshida, T. and Irie, G. and Satou, T. and Kojima, A. and Higashino, S.",
TITLE = "Improving Item Recommendation Based on Social Tag Ranking",
BOOKTITLE = MMMod12,
YEAR = "2012",
PAGES = "161-172",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250616"}
@inproceedings{bb255792,
AUTHOR = "Sodhi, R.J.S. and Gaur, V. and Panchal, V.K.",
TITLE = "Recommendation based on Prominent Items",
BOOKTITLE = ICIIP11,
YEAR = "2011",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250617"}
@inproceedings{bb255793,
AUTHOR = "Yang, W.L. and Toderici, G.",
TITLE = "Discriminative tag learning on YouTube videos with latent sub-tags",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "3217-3224",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250618"}
@inproceedings{bb255794,
AUTHOR = "Toderici, G. and Aradhye, H. and Pasca, M. and Sbaiz, L. and Yagnik, J.",
TITLE = "Finding meaning on YouTube: Tag recommendation and category discovery",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "3447-3454",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250619"}
@inproceedings{bb255795,
AUTHOR = "Arapakis, I. and Moshfeghi, Y. and Joho, H. and Ren, R. and Hannah, D. and Jose, J.M.",
TITLE = "Enriching user profiling with affective features for the improvement of
a multimodal recommender system",
BOOKTITLE = CIVR09,
YEAR = "2009",
PAGES = "Article No 29",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250620"}
@inproceedings{bb255796,
AUTHOR = "Albanese, M. and d'Acierno, A. and Moscato, V. and Persia, F. and Picariello, A.",
TITLE = "A ranking method for multimedia recommenders",
BOOKTITLE = CIVR10,
YEAR = "2010",
PAGES = "311-318",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250621"}
@inproceedings{bb255797,
AUTHOR = "Massa Cereda, P.R. and Gotardo, R.A. and Zorzo, S.D.",
TITLE = "Resource Recommendation Using Adaptive Automaton",
BOOKTITLE = WSSIP09,
YEAR = "2009",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250622"}
@inproceedings{bb255798,
AUTHOR = "dos Santos Lucas, A. and Zorzo, S.D.",
TITLE = "Personalization for Digital Television Using Recommendation System
strategy",
BOOKTITLE = WSSIP09,
YEAR = "2009",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250623"}
@inproceedings{bb255799,
AUTHOR = "Liu, Z. and Gibbon, D.C. and Drucker, H. and Basso, A.",
TITLE = "Content personalization and adaptation for three-screen services",
BOOKTITLE = CIVR08,
YEAR = "2008",
PAGES = "635-644",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT250624"}
Last update:Aug 19, 2026 at 13:26:35