@article{bb251600,
AUTHOR = "Ito, Y. and Ogawa, T. and Haseyama, M.",
TITLE = "Accurate Estimation of Personalized Video Preference Using Multiple
Users' Viewing Behavior",
JOURNAL = IEICE,
VOLUME = "E101-D",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "481-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246435"}
@article{bb251601,
AUTHOR = "Khazaei, E. and Alimohammadi, A.",
TITLE = "An Automatic User Grouping Model for a Group Recommender System in
Location-Based Social Networks",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246436"}
@article{bb251602,
AUTHOR = "Khazaei, E. and Alimohammadi, A.",
TITLE = "Context-Aware Group-Oriented Location Recommendation in
Location-Based Social Networks",
JOURNAL = IJGI,
VOLUME = "8",
YEAR = "2019",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246437"}
@article{bb251603,
AUTHOR = "Horowitz, D. and Contreras, D. and Salamo, M.",
TITLE = "EventAware: A mobile recommender system for events",
JOURNAL = PRL,
VOLUME = "105",
YEAR = "2018",
PAGES = "121-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246438"}
@article{bb251604,
AUTHOR = "Zhou, Y. and Gu, X. and Wu, D. and Chen, M. and Chan, T.H. and Ho, S.W.",
TITLE = "Statistical Study of View Preferences for Online Videos With
Cross-Platform Information",
JOURNAL = MultMed,
VOLUME = "20",
YEAR = "2018",
NUMBER = "6",
MONTH = "June",
PAGES = "1512-1524",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246439"}
@article{bb251605,
AUTHOR = "Yang, Y. and Xu, Y. and Wang, E. and Han, J. and Yu, Z.",
TITLE = "Improving Existing Collaborative Filtering Recommendations via
Serendipity-Based Algorithm",
JOURNAL = MultMed,
VOLUME = "20",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "1888-1900",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246440"}
@article{bb251606,
AUTHOR = "Zhou, Y. and Wu, J. and Chan, T.H. and Ho, S. and Chiu, D. and Wu, D.",
TITLE = "Interpreting Video Recommendation Mechanisms by Mining View Count
Traces",
JOURNAL = MultMed,
VOLUME = "20",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "2153-2165",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246441"}
@article{bb251607,
AUTHOR = "Garroppo, R.G. and Ahmed, M. and Niccolini, S. and Dusi, M.",
TITLE = "A Vocabulary for Growth:
Topic Modeling of Content Popularity Evolution",
JOURNAL = MultMed,
VOLUME = "20",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2683-2692",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246442"}
@article{bb251608,
AUTHOR = "Deldjoo, Y. and Elahi, M. and Quadrana, M. and Cremonesi, P.",
TITLE = "Using visual features based on MPEG-7 and deep learning for movie
recommendation",
JOURNAL = MultInfoRetr,
VOLUME = "8",
YEAR = "2018",
NUMBER = "4",
MONTH = "November",
PAGES = "207-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246443"}
@article{bb251609,
AUTHOR = "Sang, J. and Yan, M. and Xu, C.",
TITLE = "Understanding Dynamic Cross-OSN Associations for Cold-Start
Recommendation",
JOURNAL = MultMed,
VOLUME = "20",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "3439-3451",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246444"}
@article{bb251610,
AUTHOR = "Tan, Z. and Zhang, Y.",
TITLE = "Predicting the Top-N Popular Videos via a Cross-Domain Hybrid Model",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "147-156",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246445"}
@article{bb251611,
AUTHOR = "Bai, P.Z. and Ge, Y. and Liu, F.L. and Lu, H.P.",
TITLE = "Joint interaction with context operation for collaborative filtering",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "729-738",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246446"}
@article{bb251612,
AUTHOR = "Lu, H.P. and Liu, F.L. and Ge, Y. and Bai, P.Z.",
TITLE = "Joint interaction with context operation for collaborative filtering",
JOURNAL = PR,
VOLUME = "92",
YEAR = "2019",
PAGES = "274",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246446"}
@article{bb251613,
AUTHOR = "Fu, M. and Qu, H. and Yi, Z. and Lu, L. and Liu, Y.",
TITLE = "A Novel Deep Learning-Based Collaborative Filtering Model for
Recommendation System",
JOURNAL = Cyber,
VOLUME = "49",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "1084-1096",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246447"}
@article{bb251614,
AUTHOR = "Zhao, G. and Lei, X. and Qian, X. and Mei, T.",
TITLE = "Exploring Users' Internal Influence from Reviews for Social
Recommendation",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "771-781",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246448"}
@article{bb251615,
AUTHOR = "Du, Y. and Fang, M. and Yi, J. and Xu, C. and Cheng, J. and Tao, D.",
TITLE = "Enhancing the Robustness of Neural Collaborative Filtering Systems
Under Malicious Attacks",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "555-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246449"}
@article{bb251616,
AUTHOR = "Yang, P. and Zhang, N. and Zhang, S. and Yu, L. and Zhang, J. and Shen, X.(.",
TITLE = "Content Popularity Prediction Towards Location-Aware Mobile Edge
Caching",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "915-929",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246450"}
@article{bb251617,
AUTHOR = "Vall, A. and Quadrana, M. and Schedl, M. and Widmer, G.",
TITLE = "Order, context and popularity bias in next-song recommendations",
JOURNAL = MultInfoRetr,
VOLUME = "8",
YEAR = "2019",
NUMBER = "2",
MONTH = "June",
PAGES = "101-113",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246451"}
@article{bb251618,
AUTHOR = "Wang, W. and Zhang, G. and Lu, J.",
TITLE = "Hierarchy Visualization for Group Recommender Systems",
JOURNAL = SMCS,
VOLUME = "49",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "1152-1163",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246452"}
@article{bb251619,
AUTHOR = "Wang, X. and Tian, Y. and Lan, R. and Yang, W. and Zhang, X.",
TITLE = "Beyond the Watching: Understanding Viewer Interactions in
Crowdsourced Live Video Broadcasting Services",
JOURNAL = CirSysVideo,
VOLUME = "29",
YEAR = "2019",
NUMBER = "11",
MONTH = "November",
PAGES = "3454-3468",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246453"}
@article{bb251620,
AUTHOR = "Jiang, S.H. and Ding, Z.M. and Fu, Y.",
TITLE = "Heterogeneous Recommendation via Deep Low-Rank Sparse Collective
Factorization",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1097-1111",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246454"}
@article{bb251621,
AUTHOR = "Zhang, L. and Yin, J. and Li, P. and Shang, Y. and Zimmermann, R. and Shao, L.",
TITLE = "Flickr Image Community Analytics by Deep Noise-Refined Matrix
Factorization",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1273-1284",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246455"}
@article{bb251622,
AUTHOR = "Ning, X.D. and Yac, L. and Wang, X.Z. and Benatallah, B. and Dong, M.Q. and Zhang, S.",
TITLE = "Rating prediction via generative convolutional neural networks based
regression",
JOURNAL = PRL,
VOLUME = "132",
YEAR = "2020",
PAGES = "12-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246456"}
@article{bb251623,
AUTHOR = "Kristoffersen, M.S. and Shepstone, S.E. and Tan, Z.",
TITLE = "The Importance of Context When Recommending TV Content:
Dataset and Algorithms",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1531-1541",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246457"}
@article{bb251624,
AUTHOR = "Rahimi, S.M. and Far, B. and Wang, X.",
TITLE = "Behavior-based location recommendation on location-based social
networks",
JOURNAL = GeoInfo,
VOLUME = "24",
YEAR = "2020",
NUMBER = "3",
MONTH = "July",
PAGES = "477-504",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246458"}
@article{bb251625,
AUTHOR = "Kim, T. and Jung, K. and Park, S.",
TITLE = "Sparsity Reduction Technique Using Grouping Method for Matrix
Factorization in Differentially Private Recommendation Systems",
JOURNAL = IEICE,
VOLUME = "E103-D",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1683-1692",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246459"}
@article{bb251626,
AUTHOR = "Yang, L. and Wu, D. and Cai, Y. and Shi, X. and Wu, Y.",
TITLE = "Learning-Based User Clustering and Link Allocation for Content
Recommendation Based on D2D Multicast Communications",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "2111-2125",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246460"}
@article{bb251627,
AUTHOR = "Zhang, L.M. and Ju, X.M. and Yao, Y.Y. and Liu, Z.G.",
TITLE = "Massive-Scale Genre Communities Learning Using a Noise-Tolerant Deep
Architecture",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "2467-2478",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246461"}
@article{bb251628,
AUTHOR = "Ojagh, S. and Malek, M.R. and Saeedi, S.",
TITLE = "A Social-Aware Recommender System Based on User's Personal Smart
Devices",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246462"}
@article{bb251629,
AUTHOR = "Zhong, M. and Li, C. and Wen, J. and Liu, L. and Ma, J. and Zhang, G. and Yang, Y.",
TITLE = "HIGnet: Hierarchical and Interactive Gate Networks for Item
Recommendation",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "50-61",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246463"}
@article{bb251630,
AUTHOR = "Leiva, M. and Budan, M.C.D. and Simari, G.I.",
TITLE = "Guidelines for the Analysis and Design of Argumentation-Based
Recommendation Systems",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "28-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246464"}
@article{bb251631,
AUTHOR = "Xiao, Y. and Yao, L. and Pei, Q. and Wang, X. and Yang, J. and Sheng, Q.Z.",
TITLE = "MGNN: Mutualistic Graph Neural Network for Joint Friend and Item
Recommendation",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "7-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246465"}
@article{bb251632,
AUTHOR = "Yang, S. and Wang, H. and Zhang, C. and Gao, Y.",
TITLE = "Contextual Bandits With Hidden Features to Online Recommendation via
Sparse Interactions",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "62-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246466"}
@article{bb251633,
AUTHOR = "Zhang, Y. and Liu, G. and Liu, A. and Zhang, Y. and Li, Z. and Zhang, X. and Li, Q.",
TITLE = "Personalized Geographical Influence Modeling for POI Recommendation",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "18-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246467"}
@article{bb251634,
AUTHOR = "Zhang, Y. and Tsang, I.W. and Duan, L.",
TITLE = "Collaborative Generative Hashing for Marketing and Fast Cold-Start
Recommendation",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "84-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246468"}
@article{bb251635,
AUTHOR = "Chen, J. and Lian, D. and Zheng, K.",
TITLE = "Collaborative Filtering With Ranking-Based Priors on Unknown Ratings",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "38-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246469"}
@article{bb251636,
AUTHOR = "Deldjoo, Y. and Schedl, M. and Cremonesi, P. and Pasi, G.",
TITLE = "Recommender Systems Leveraging Multimedia Content",
JOURNAL = Surveys,
VOLUME = "53",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246470"}
@article{bb251637,
AUTHOR = "Park, J.Y. and Kim, J.H.",
TITLE = "Online incremental hierarchical classification resonance network",
JOURNAL = PR,
VOLUME = "111",
YEAR = "2021",
PAGES = "107672",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246471"}
@article{bb251638,
AUTHOR = "Chen, X. and Liu, D. and Xiong, Z. and Zha, Z.J.",
TITLE = "Learning and Fusing Multiple User Interest Representations for
Micro-Video and Movie Recommendations",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "484-496",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246472"}
@article{bb251639,
AUTHOR = "Li, G. and Qiu, L. and Yu, C. and Cao, H. and Liu, Y. and Yang, C.",
TITLE = "IPTV Channel Zapping Recommendation With Attention Mechanism",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "538-549",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246473"}
@article{bb251640,
AUTHOR = "Yang, J. and Klabjan, D.",
TITLE = "Bayesian Active Learning for Choice Models With Deep Gaussian
Processes",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "1080-1092",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246474"}
@article{bb251641,
AUTHOR = "Deldjoo, Y. and di Noia, T. and Merra, F.A.",
TITLE = "A Survey on Adversarial Recommender Systems: From Attack/Defense
Strategies to Generative Adversarial Networks",
JOURNAL = Surveys,
VOLUME = "54",
YEAR = "2021",
NUMBER = "2",
MONTH = "March",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246475"}
@article{bb251642,
AUTHOR = "Sang, L. and Xu, M. and Qian, S.S. and Martin, M. and Li, P. and Wu, X.D.",
TITLE = "Context-Dependent Propagating-Based Video Recommendation in
Multimodal Heterogeneous Information Networks",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2019-2032",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246476"}
@article{bb251643,
AUTHOR = "Zhao, Z. and Nie, J. and Wang, C.L. and Huang, L.",
TITLE = "Sliced Wasserstein based Canonical Correlation Analysis for
Cross-Domain Recommendation",
JOURNAL = PRL,
VOLUME = "150",
YEAR = "2021",
PAGES = "33-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246477"}
@article{bb251644,
AUTHOR = "Chen, Y. and Mensah, S. and Ma, F. and Wang, H. and Jiang, Z.G.",
TITLE = "Collaborative filtering grounded on knowledge graphs",
JOURNAL = PRL,
VOLUME = "151",
YEAR = "2021",
PAGES = "55-61",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246478"}
@article{bb251645,
AUTHOR = "Huang, W. and Xu, R.Y.D.",
TITLE = "Gaussian process latent variable model factorization for
context-aware recommender systems",
JOURNAL = PRL,
VOLUME = "151",
YEAR = "2021",
PAGES = "281-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246479"}
@article{bb251646,
AUTHOR = "Ding, R. and Chen, B. and Guo, G. and Yang, X.C.",
TITLE = "Adversarial Path Sampling for Recommender Systems",
JOURNAL = IEEE_Int_Sys,
VOLUME = "36",
YEAR = "2021",
NUMBER = "6",
MONTH = "November",
PAGES = "23-31",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246480"}
@article{bb251647,
AUTHOR = "Feng, L. and Wei, H.X. and Guo, Q.Y. and Lin, Z.Y. and An, B.",
TITLE = "Embedding-Augmented Generalized Matrix Factorization for
Recommendation With Implicit Feedback",
JOURNAL = IEEE_Int_Sys,
VOLUME = "36",
YEAR = "2021",
NUMBER = "6",
MONTH = "November",
PAGES = "32-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246481"}
@article{bb251648,
AUTHOR = "Han, T.Y. and Niu, S.Z. and Wang, P.F.",
TITLE = "Multimodal-adaptive hierarchical network for multimedia sequential
recommendation",
JOURNAL = PRL,
VOLUME = "152",
YEAR = "2021",
PAGES = "10-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246482"}
@article{bb251649,
AUTHOR = "Liang, D.G. and Corneli, M. and Bouveyron, C. and Latouche, P.",
TITLE = "DeepLTRS: A deep latent recommender system based on user ratings and
reviews",
JOURNAL = PRL,
VOLUME = "152",
YEAR = "2021",
PAGES = "267-274",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246483"}
@article{bb251650,
AUTHOR = "Cai, D.S. and Qian, S.S. and Fang, Q. and Xu, C.S.",
TITLE = "Heterogeneous Hierarchical Feature Aggregation Network for
Personalized Micro-Video Recommendation",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "805-818",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246484"}
@article{bb251651,
AUTHOR = "Cai, D.S. and Qian, S.S. and Fang, Q. and Hu, J. and Ding, W. and Xu, C.S.",
TITLE = "Heterogeneous Graph Contrastive Learning Network for Personalized
Micro-Video Recommendation",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "2761-2773",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246485"}
@article{bb251652,
AUTHOR = "Yi, J. and Chen, Z.Z.",
TITLE = "Multi-Modal Variational Graph Auto-Encoder for Recommendation Systems",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "1067-1079",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246486"}
@article{bb251653,
AUTHOR = "Yi, J. and Chen, Z.Z.",
TITLE = "Variational Mixture of Stochastic Experts Auto-Encoder for
Multi-Modal Recommendation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8941-8954",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246487"}
@article{bb251654,
AUTHOR = "Yi, J. and Zhu, Y.C. and Xie, J.Y. and Chen, Z.Z.",
TITLE = "Cross-Modal Variational Auto-Encoder for Content-Based Micro-Video
Background Music Recommendation",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
NUMBER = "",
PAGES = "515-528",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246488"}
@article{bb251655,
AUTHOR = "Rodrigues, F. and Ortelli, N. and Bierlaire, M. and Pereira, F.C.",
TITLE = "Bayesian Automatic Relevance Determination for Utility Function
Specification in Discrete Choice Models",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "3126-3136",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246489"}
@article{bb251656,
AUTHOR = "Dai, Q.Y. and Wu, X.M. and Fan, L. and Li, Q. and Liu, H. and Zhang, X.T. and Wang, D. and Lin, G. and Yang, K.P.",
TITLE = "Personalized knowledge-aware recommendation with collaborative and
attentive graph convolutional networks",
JOURNAL = PR,
VOLUME = "128",
YEAR = "2022",
PAGES = "108628",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246490"}
@article{bb251657,
AUTHOR = "Wei, Y.W. and Wang, X. and He, X.N. and Nie, L.Q. and Rui, Y. and Chua, T.S.",
TITLE = "Hierarchical User Intent Graph Network for Multimedia Recommendation",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "2701-2712",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246491"}
@article{bb251658,
AUTHOR = "Hao, J. and Dun, Y.J. and Zhao, G.S. and Wu, Y.X. and Qian, X.M.",
TITLE = "Annular-Graph Attention Model for Personalized Sequential
Recommendation",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "3381-3391",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246492"}
@article{bb251659,
AUTHOR = "Zhen, Y. and Liu, H. and Sun, M. and Yang, B. and Zhang, P.",
TITLE = "Adaptive preference transfer for personalized IoT entity
recommendation",
JOURNAL = PRL,
VOLUME = "162",
YEAR = "2022",
PAGES = "40-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246493"}
@article{bb251660,
AUTHOR = "Shrivastava, R. and Sisodia, D.S. and Nagwani, N.K. and BP, U.R.",
TITLE = "An optimized recommendation framework exploiting textual review based
opinion mining for generating pleasantly surprising, novel yet
relevant recommendations",
JOURNAL = PRL,
VOLUME = "159",
YEAR = "2022",
PAGES = "91-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246494"}
@article{bb251661,
AUTHOR = "Wang, X. and Chen, H. and Zhou, Y.W. and Ma, J.X. and Zhu, W.W.",
TITLE = "Disentangled Representation Learning for Recommendation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "408-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246495"}
@article{bb251662,
AUTHOR = "Xie, J.Y. and Zhu, Y.C. and Chen, Z.Z.",
TITLE = "Micro-Video Popularity Prediction Via Multimodal Variational
Information Bottleneck",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "24-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246496"}
@article{bb251663,
AUTHOR = "Nie, J. and Zhao, Z. and Huang, L. and Nie, W.Z. and Wei, Z.Q.",
TITLE = "Cross-Domain Recommendation Via User-Clustering and Multidimensional
Information Fusion",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "868-880",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246497"}
@article{bb251664,
AUTHOR = "Wang, Y.Q. and Qi, L. and Dou, R. and Shen, S. and Hou, L.L. and Liu, Y. and Yang, Y.H. and Kong, L.Z.",
TITLE = "An accuracy-enhanced group recommendation approach based on DEMATEL",
JOURNAL = PRL,
VOLUME = "167",
YEAR = "2023",
PAGES = "171-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246498"}
@article{bb251665,
AUTHOR = "Wang, Q.F. and Wei, Y.W. and Yin, J.H. and Wu, J.L. and Song, X.M. and Nie, L.Q.",
TITLE = "DualGNN: Dual Graph Neural Network for Multimedia Recommendation",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "1074-1084",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246499"}
@article{bb251666,
AUTHOR = "Zhang, S.Y. and Feng, F. and Kuang, K. and Zhang, W.Q. and Zhao, Z. and Yang, H.X. and Chua, T.S. and Wu, F.",
TITLE = "Personalized Latent Structure Learning for Recommendation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "10285-10299",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246500"}
@article{bb251667,
AUTHOR = "Pretet, L. and Richard, G. and Souchier, C. and Peeters, G.",
TITLE = "Video-to-Music Recommendation Using Temporal Alignment of Segments",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "2898-2911",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246501"}
@article{bb251668,
AUTHOR = "Wu, C.W. and Lian, D. and Ge, Y. and Zhu, Z.H. and Chen, E.",
TITLE = "Influence-Driven Data Poisoning for Robust Recommender Systems",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11915-11931",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246502"}
@article{bb251669,
AUTHOR = "Li, M. and Zhang, L. and Cui, L.X. and Bai, L. and Li, Z. and Wu, X.D.",
TITLE = "BLoG: Bootstrapped Graph Representation Learning with Local and
Global Regularization for Recommendation",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109874",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246503"}
@article{bb251670,
AUTHOR = "Tao, Z. and Liu, X.H. and Xia, Y.W. and Wang, X. and Yang, L.F. and Huang, X.L. and Chua, T.S.",
TITLE = "Self-Supervised Learning for Multimedia Recommendation",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "5107-5116",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246504"}
@article{bb251671,
AUTHOR = "Liu, F. and Chen, H.L. and Cheng, Z.Y. and Liu, A. and Nie, L.Q. and Kankanhalli, M.",
TITLE = "Disentangled Multimodal Representation Learning for Recommendation",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "7149-7159",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246505"}
@article{bb251672,
AUTHOR = "Wang, Z.Y. and Wei, W. and Zou, D. and Liu, Y.F. and Li, X.L. and Mao, X.L. and Qiu, M.H.",
TITLE = "Exploring global information for session-based recommendation",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109911",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246506"}
@article{bb251673,
AUTHOR = "Gong, J.B. and Zhao, Y. and Zhao, J.Y. and Zhang, J. and Ma, G.X. and Zheng, S.J. and Du, S.Y. and Tang, J.",
TITLE = "Personalized recommendation via inductive spatiotemporal graph neural
network",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109884",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246507"}
@article{bb251674,
AUTHOR = "Wang, F. and Gao, X.Y. and Chen, Z.Y. and Lyu, L.",
TITLE = "Contrastive Multi-Level Graph Neural Networks for Session-Based
Recommendation",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "9278-9289",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246508"}
@article{bb251675,
AUTHOR = "Cao, T.W. and Xu, Q.Q. and Yang, Z.Y. and Huang, Q.M.",
TITLE = "Mitigating Confounding Bias in Practical Recommender Systems With
Partially Inaccessible Exposure Status",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "957-974",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246509"}
@article{bb251676,
AUTHOR = "Li, S.W. and Guo, H.F. and Tang, X. and Tang, R.M. and Hou, L. and Li, R.X. and Zhang, R.",
TITLE = "Embedding Compression in Recommender Systems: A Survey",
JOURNAL = Surveys,
VOLUME = "56",
YEAR = "2024",
NUMBER = "5",
MONTH = "January",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246510"}
@article{bb251677,
AUTHOR = "Nie, W.Z. and Wen, X. and Liu, J. and Chen, J.W. and Wu, J. and Jin, G.Q. and Lu, J. and Liu, A.A.",
TITLE = "Knowledge-Enhanced Causal Reinforcement Learning Model for
Interactive Recommendation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "1129-1142",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246511"}
@article{bb251678,
AUTHOR = "Tang, H. and Zhao, G.S. and Gao, J. and Qian, X.M.",
TITLE = "Personalized Representation With Contrastive Loss for Recommendation
Systems",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "2419-2429",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246512"}
@article{bb251679,
AUTHOR = "Wen, X. and Nie, W.Z. and Liu, J. and Su, Y.T. and Zhang, Y.D. and Liu, A.A.",
TITLE = "CDCM: ChatGPT-Aided Diversity-Aware Causal Model for Interactive
Recommendation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "6488-6500",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246513"}
@article{bb251680,
AUTHOR = "Zhao, W.H. and Wu, H. and He, W.D. and Bi, H.Y. and Wang, H. and Zhu, C. and Xu, T. and Chen, E.",
TITLE = "Hierarchical Multi-Modal Attention Network for Time-Sync Comment
Video Recommendation",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2694-2705",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246514"}
@article{bb251681,
AUTHOR = "Wu, C.W. and Lian, D. and Ge, Y. and Zhou, M. and Chen, E. and Tao, D.C.",
TITLE = "Boosting Factorization Machines via Saliency-Guided Mixup",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4443-4459",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246515"}
@article{bb251682,
AUTHOR = "Jian, M. and Lang, L. and Guo, J.J. and Li, Z. and Wang, T. and Wu, L.F.",
TITLE = "Light dual hypergraph convolution for collaborative filtering",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110596",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT246516"}
@article{bb251683,
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#TT246517"}
@article{bb251684,
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#TT246518"}
@article{bb251685,
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#TT246519"}
@article{bb251686,
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#TT246520"}
@article{bb251687,
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#TT246521"}
@article{bb251688,
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#TT246522"}
@article{bb251689,
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#TT246523"}
@article{bb251690,
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#TT246524"}
@article{bb251691,
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#TT246525"}
@article{bb251692,
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#TT246526"}
@article{bb251693,
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#TT246527"}
@article{bb251694,
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#TT246528"}
@article{bb251695,
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#TT246529"}
@article{bb251696,
AUTHOR = "Gao, Y. 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#TT246530"}
@article{bb251697,
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#TT246531"}
@article{bb251698,
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#TT246532"}
@article{bb251699,
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#TT246533"}
Last update:Mar 28, 2026 at 17:09:41