@article{bb207200,
        AUTHOR = "Zhou, P. and Wang, K. and Xu, J. and Wu, D.",
        TITLE = "Differentially-Private and Trustworthy Online Social Multimedia Big
Data Retrieval in Edge Computing",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "539-554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202324"}

@article{bb207201,
        AUTHOR = "Alhamid, M.F. and Rawashdeh, M. and Dong, H. and Hossain, M.A. and El Saddik, A.",
        TITLE = "Exploring Latent Preferences for Context-Aware Personalized
Recommendation Systems",
        JOURNAL = HMS,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "615-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202325"}

@article{bb207202,
        AUTHOR = "Hong, R. and Zhang, L. and Zhang, C. and Zimmermann, R.",
        TITLE = "Flickr Circles: Aesthetic Tendency Discovery by Multi-View
Regularized Topic Modeling",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1555-1567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202326"}

@article{bb207203,
        AUTHOR = "Wu, J. and Zhou, Y.P. and Chiu, D.M. and Zhu, Z.",
        TITLE = "Modeling Dynamics of Online Video Popularity",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1882-1895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202327"}

@article{bb207204,
        AUTHOR = "Shen, J. and Shen, J. and Mei, T. and Gao, X.B.",
        TITLE = "Landmark Reranking for Smart Travel Guide Systems by Combining and
Analyzing Diverse Media",
        JOURNAL = SMCS,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1492-1504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202328"}

@inproceedings{bb207205,
        AUTHOR = "Shen, J. and Cheng, Z.Y. and Shen, J.L. and Mei, T. and Gao, X.B.",
        TITLE = "The Evolution of Research on Multimedia Travel Guide Search and
Recommender Systems",
        BOOKTITLE = MMMod14,
        YEAR = "2014",
        PAGES = "II: 227-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202329"}

@article{bb207206,
        AUTHOR = "Kurzhals, K. and John, M. and Heimerl, F. and Kuznecov, P. and Weiskopf, D.",
        TITLE = "Visual Movie Analytics",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2149-2160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202330"}

@article{bb207207,
        AUTHOR = "Neate, T. and Jones, M. and Evans, M.",
        TITLE = "Interdevice Media:
Choreographing Content to Maximize Viewer Engagement",
        JOURNAL = Computer,
        VOLUME = "49",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "42-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202331"}

@article{bb207208,
        AUTHOR = "Moon, S.E. and Lee, J.S.",
        TITLE = "Implicit Analysis of Perceptual Multimedia Experience Based on
Physiological Response: A Review",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "340-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202332"}

@article{bb207209,
        AUTHOR = "Rohrbach, A. and Torabi, A. and Rohrbach, M. and Tandon, N. and Pal, C. and Larochelle, H. and Courville, A. and Schiele, B.",
        TITLE = "Movie Description",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "May",
        PAGES = "94-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202333"}

@article{bb207210,
        AUTHOR = "Yang, B. and Lei, Y. and Liu, J.M. and Li, W.J.",
        TITLE = "Social Collaborative Filtering by Trust",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1633-1647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202334"}

@article{bb207211,
        AUTHOR = "Xu, Z. and Chen, L. and Dai, Y. and Chen, G.",
        TITLE = "A Dynamic Topic Model and Matrix Factorization-Based Travel
Recommendation Method Exploiting Ubiquitous Data",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1933-1945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202335"}

@article{bb207212,
        AUTHOR = "Lu, Z. and Wang, H. and Mamoulis, N. and Tu, W.T. and Cheung, D.W.",
        TITLE = "Personalized location recommendation by aggregating multiple
recommenders in diversity",
        JOURNAL = GeoInfo,
        VOLUME = "21",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "459-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202336"}

@article{bb207213,
        AUTHOR = "Trzcinski, T. and Rokita, P.",
        TITLE = "Predicting Popularity of Online Videos Using Support Vector
Regression",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2561-2570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202337"}

@article{bb207214,
        AUTHOR = "de Carolis, B. and de Gemmis, M. and Lops, P. and Palestra, G.",
        TITLE = "Recognizing users feedback from non-verbal communicative acts in
conversational recommender systems",
        JOURNAL = PRL,
        VOLUME = "99",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "87-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202338"}

@article{bb207215,
        AUTHOR = "Zhang, J. and Yang, Y. and Tian, Q. and Zhuo, L. and Liu, X.",
        TITLE = "Personalized Social Image Recommendation Method Based on
User-Image-Tag Model",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2439-2449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202339"}

@article{bb207216,
        AUTHOR = "Zhang, J. and Yang, Y. and Zhuo, L. and Tian, Q. and Liang, X.",
        TITLE = "Personalized Recommendation of Social Images by Constructing a User
Interest Tree With Deep Features and Tag Trees",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2762-2775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202340"}

@inproceedings{bb207217,
        AUTHOR = "Yang, Y. and Zhang, J. and Liu, J. and Li, J. and Zhuo, L.",
        TITLE = "Tag tree creation of social image for personalized recommendation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2164-2168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202341"}

@article{bb207218,
        AUTHOR = "Mizutani, Y. and Yamamoto, K.",
        TITLE = "A Sightseeing Spot Recommendation System That Takes into Account the
Change in Circumstances of Users",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202342"}

@article{bb207219,
        AUTHOR = "Kato, Y. and Yamamoto, K.",
        TITLE = "A Sightseeing Spot Recommendation System That Takes into Account the
Visiting Frequency of Users",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202343"}

@article{bb207220,
        AUTHOR = "Zhang, H. and Ni, W. and Li, X. and Yang, Y.",
        TITLE = "Modeling the Heterogeneous Duration of User Interest in
Time-Dependent Recommendation: A Hidden Semi-Markov Approach",
        JOURNAL = SMCS,
        VOLUME = "48",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "177-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202344"}

@article{bb207221,
        AUTHOR = "Zhao, Z. and Yang, Q. and Lu, H. and Weninger, T. and Cai, D. and He, X. and Zhuang, Y.",
        TITLE = "Social-Aware Movie Recommendation via Multimodal Network Learning",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "430-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202345"}

@article{bb207222,
        AUTHOR = "Yao, J. and Wang, Y. and Zhang, Y. and Sun, J. and Zhou, J.",
        TITLE = "Joint Latent Dirichlet Allocation for Social Tags",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "224-237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202346"}

@article{bb207223,
        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#TT202347"}

@article{bb207224,
        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#TT202348"}

@article{bb207225,
        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#TT202349"}

@article{bb207226,
        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#TT202350"}

@article{bb207227,
        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#TT202351"}

@article{bb207228,
        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#TT202352"}

@article{bb207229,
        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#TT202353"}

@article{bb207230,
        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#TT202354"}

@article{bb207231,
        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#TT202355"}

@article{bb207232,
        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#TT202356"}

@article{bb207233,
        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#TT202357"}

@article{bb207234,
        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#TT202358"}

@article{bb207235,
        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#TT202358"}

@article{bb207236,
        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#TT202359"}

@article{bb207237,
        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#TT202360"}

@article{bb207238,
        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#TT202361"}

@article{bb207239,
        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#TT202362"}

@article{bb207240,
        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#TT202363"}

@article{bb207241,
        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#TT202364"}

@article{bb207242,
        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#TT202365"}

@article{bb207243,
        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#TT202366"}

@article{bb207244,
        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#TT202367"}

@article{bb207245,
        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#TT202368"}

@article{bb207246,
        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#TT202369"}

@article{bb207247,
        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#TT202370"}

@article{bb207248,
        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#TT202371"}

@article{bb207249,
        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#TT202372"}

@article{bb207250,
        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#TT202373"}

@article{bb207251,
        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#TT202374"}

@article{bb207252,
        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#TT202375"}

@article{bb207253,
        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#TT202376"}

@article{bb207254,
        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#TT202377"}

@article{bb207255,
        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#TT202378"}

@article{bb207256,
        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#TT202379"}

@article{bb207257,
        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#TT202380"}

@article{bb207258,
        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#TT202381"}

@article{bb207259,
        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#TT202382"}

@article{bb207260,
        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#TT202383"}

@article{bb207261,
        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#TT202384"}

@article{bb207262,
        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#TT202385"}

@article{bb207263,
        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#TT202386"}

@article{bb207264,
        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#TT202387"}

@article{bb207265,
        AUTHOR = "Sang, L. and Xu, M. and Qian, 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#TT202388"}

@article{bb207266,
        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#TT202389"}

@article{bb207267,
        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#TT202390"}

@article{bb207268,
        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#TT202391"}

@article{bb207269,
        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#TT202392"}

@article{bb207270,
        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#TT202393"}

@article{bb207271,
        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#TT202394"}

@article{bb207272,
        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#TT202395"}

@article{bb207273,
        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#TT202396"}

@article{bb207274,
        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#TT202397"}

@article{bb207275,
        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#TT202398"}

@article{bb207276,
        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#TT202399"}

@article{bb207277,
        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#TT202400"}

@article{bb207278,
        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#TT202401"}

@article{bb207279,
        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#TT202402"}

@article{bb207280,
        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#TT202403"}

@article{bb207281,
        AUTHOR = "Wang, X. and Chen, H. and Zhou, Y.W. and Ma, J.X. and Zhu, 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#TT202404"}

@article{bb207282,
        AUTHOR = "Xie, J.Y. and Zhu, Y. 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#TT202405"}

@article{bb207283,
        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#TT202406"}

@article{bb207284,
        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#TT202407"}

@inproceedings{bb207285,
        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#TT202408"}

@inproceedings{bb207286,
        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#TT202409"}

@inproceedings{bb207287,
        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#TT202410"}

@inproceedings{bb207288,
        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#TT202411"}

@inproceedings{bb207289,
        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#TT202412"}

@inproceedings{bb207290,
        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#TT202413"}

@inproceedings{bb207291,
        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#TT202414"}

@inproceedings{bb207292,
        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#TT202415"}

@inproceedings{bb207293,
        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#TT202416"}

@inproceedings{bb207294,
        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#TT202417"}

@inproceedings{bb207295,
        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#TT202418"}

@inproceedings{bb207296,
        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#TT202419"}

@inproceedings{bb207297,
        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#TT202420"}

@inproceedings{bb207298,
        AUTHOR = "Razavi, A. and Hosseinali, F.",
        TITLE = "A Multi Criteria Recommendation Model for Jaunt",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "879-884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202421"}

@inproceedings{bb207299,
        AUTHOR = "Wang, J.Y. and Bao, B.K. and Xu, C.S.",
        TITLE = "Sentiment-Aware Multi-modal Recommendation on Tourist Attractions",
        BOOKTITLE = "MMMod19",
        YEAR = "2019",
        PAGES = "I:3-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT202422"}

Last update:Mar 27, 2023 at 09:32:08