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Interest Tree With Deep Features and Tag Trees",
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        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247934"}

@inproceedings{bb253102,
        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#TT247935"}

@article{bb253103,
        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#TT247936"}

@article{bb253104,
        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#TT247937"}

@article{bb253105,
        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#TT247938"}

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        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",
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        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "430-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247939"}

@article{bb253107,
        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#TT247940"}

@article{bb253108,
        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#TT247941"}

@article{bb253109,
        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#TT247942"}

@article{bb253110,
        AUTHOR = "Khazaei, E. and Alimohammadi, A.",
        TITLE = "Context-Aware Group-Oriented Location Recommendation in
Location-Based Social Networks",
        JOURNAL = IJGI,
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        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247943"}

@article{bb253111,
        AUTHOR = "Horowitz, D. and Contreras, D. and Salamo, M.",
        TITLE = "EventAware: A mobile recommender system for events",
        JOURNAL = PRL,
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        YEAR = "2018",
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        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,
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        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1512-1524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247945"}

@article{bb253113,
        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,
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        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1888-1900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247946"}

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        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",
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        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2153-2165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247947"}

@article{bb253115,
        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,
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        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2683-2692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247948"}

@article{bb253116,
        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#TT247949"}

@article{bb253117,
        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#TT247950"}

@article{bb253118,
        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#TT247951"}

@article{bb253119,
        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#TT247952"}

@article{bb253120,
        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#TT247952"}

@article{bb253121,
        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#TT247953"}

@article{bb253122,
        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#TT247954"}

@article{bb253123,
        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#TT247955"}

@article{bb253124,
        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#TT247956"}

@article{bb253125,
        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#TT247957"}

@article{bb253126,
        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#TT247958"}

@article{bb253127,
        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#TT247959"}

@article{bb253128,
        AUTHOR = "Jiang, S.H. and Ding, Z.M. and Fu, Y.",
        TITLE = "Heterogeneous Recommendation via Deep Low-Rank Sparse Collective
Factorization",
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "1097-1111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247960"}

@article{bb253129,
        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,
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        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1273-1284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247961"}

@article{bb253130,
        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",
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        YEAR = "2020",
        PAGES = "12-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247962"}

@article{bb253131,
        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#TT247963"}

@article{bb253132,
        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#TT247964"}

@article{bb253133,
        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#TT247965"}

@article{bb253134,
        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",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "2111-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247966"}

@article{bb253135,
        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
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "2467-2478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247967"}

@article{bb253136,
        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,
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        YEAR = "2020",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247968"}

@article{bb253137,
        AUTHOR = "Zhong, M. and Li, C. and Wen, J. and Liu, L. and Ma, J. and Zhang, G. and Yang, Y.",
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        YEAR = "2020",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "50-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247969"}

@article{bb253138,
        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#TT247970"}

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        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
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        JOURNAL = IEEE_Int_Sys,
        VOLUME = "35",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "7-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247971"}

@article{bb253140,
        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#TT247972"}

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        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#TT247973"}

@article{bb253142,
        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,
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        YEAR = "2020",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "84-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247974"}

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        AUTHOR = "Chen, J. and Lian, D. and Zheng, K.",
        TITLE = "Collaborative Filtering With Ranking-Based Priors on Unknown Ratings",
        JOURNAL = IEEE_Int_Sys,
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        NUMBER = "5",
        MONTH = "September",
        PAGES = "38-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247975"}

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        AUTHOR = "Deldjoo, Y. and Schedl, M. and Cremonesi, P. and Pasi, G.",
        TITLE = "Recommender Systems Leveraging Multimedia Content",
        JOURNAL = Surveys,
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        NUMBER = "5",
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@article{bb253145,
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        TITLE = "Learning and Fusing Multiple User Interest Representations for
Micro-Video and Movie Recommendations",
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@article{bb253147,
        AUTHOR = "Li, G. and Qiu, L. and Yu, C. and Cao, H. and Liu, Y. and Yang, C.",
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@article{bb253148,
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        TITLE = "Bayesian Active Learning for Choice Models With Deep Gaussian
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@article{bb253149,
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        NUMBER = "2",
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@article{bb253153,
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