基于云计算的视频推荐系统的设计

doi:10.3969/j.issn.1000-436x.2013.Z2.026

Abstract

Abstract:

Through the survey and research of the existing video sites，some video sites face the problem of information overload.So it is necessary for the video sites to have a recommender system.Through the study of the existing video recommender system,using open source cloud computing technologies—Hadoop,and some of its related components such as Hive and Hbase,a personalized video recommendation system based on cloud platform was designed.The system is only applicable to professional video-based website.

Key words: information overload, video, recommender system, cloud computing

Ying-zhuang LI,Tuo GAO,Xian-yi LI. Design of video recommender system based on cloud computing[J]. Journal on Communications, 2013, 34(Z2): 138-140.

[1]	SHARDANAND U , MAES P . Social information filtering：algorithms for automating “Word of Mouth”[A]. Proc of the Conf on Human Factors in Computing Systems[C]. New York: ACM Press, 1995. 210-217.
[2]	HILL W , STEAD L , ROSENSTEIN M ,et al. Recommending and evaluating choices in a virtual community of use[A]. Proc of the Conf on Human Factors in Computing Systems[C]. New York: ACM Press, 1995. 194-201.
[3]	RESNICK P , IAKOVOU N，SUSHAK M , et al . GroupLens：an open architecture for collaborative filtering of net news[A]. Proc of the Computer Supported Cooperative Work Conf[C]. New York: ACM Press, 1994. 175-186.
[4]	路嘉恒 . Hadoop实战(第2版)[M]. 北京: 机械工业出版社, 2012. LU J H . Hadoop in Action(2nd Edition)[M]. Beijing: China Machine PressPress, 2012.
[5]	郑华 . 推荐系统在视频网站中的应用[J]. 程序员, 2011,(5): 66-69. ZHENG H . The application of in recommended system video site[J]. Programmer, 2011,(5): 66-69.

[1]	Ling MA, Qiliang FAN, Ting XU, Guanchen GUO, Shenglin ZHANG, Yongqian SUN, Yuzhi ZHANG. Scheduling framework based on reinforcement learning in online-offline colocated cloud environment [J]. Journal on Communications, 2023, 44(6): 90-102.
[2]	Wei ZHANG, Yu WANG, Xinyi CHEN, Yanwen WANG, Qingyang JING, Weimin LEI. Background reference frame generation method for surveillance video based on image block codebook model [J]. Journal on Communications, 2023, 44(1): 129-141.
[3]	Yanwen WANG, Weimin LEI, Wei ZHANG, Huan MENG, Xinyi CHEN, Wenhui YE, Qingyang JING. Survey on video image reconstruction method based on generative model [J]. Journal on Communications, 2022, 43(9): 194-208.
[4]	Shengqian HAN, Han LOU, Junlai WANG. Traffic evaluation and modeling for spatio-temporal slicing based VR panoramic video transmission [J]. Journal on Communications, 2022, 43(7): 102-112.
[5]	Yanchao GONG, Ling WANG, Ying LIU, Kaifang YANG, Qingfan LIN, Fuping WANG. HEVC perceptual intra-frame rate control inspired by video subjective observation experiment [J]. Journal on Communications, 2021, 42(8): 90-102.
[6]	Jiujiu CHEN, Chunyan FENG, Caili GUO, Yang YANG, Qizheng SUN, Meiyi ZHU. Video semantics-driven resource allocation algorithm in Internet of vehicles [J]. Journal on Communications, 2021, 42(7): 1-11.
[7]	Huaqun WANG, Zhe LIU, Debiao HE, Jiguo LI. Identity-based provable data possession scheme for multi-source IoT terminal data in public cloud [J]. Journal on Communications, 2021, 42(7): 52-60.
[8]	Jianhong ZHANG, Menglong WU, Jing WANG, Pei LIU, Zhengtao JIANG, Changgen PENG. Secure and verifiable multi-keyword searchable encryption scheme in cloud [J]. Journal on Communications, 2021, 42(4): 139-149.
[9]	Ruiqi LI, Chunfu JIA, Yafei WANG. Multi-key homomorphic proxy re-encryption scheme based on NTRU and its application [J]. Journal on Communications, 2021, 42(3): 11-22.
[10]	Lizhi XIONG, Mengqi CAO, Zhangjie FU. Forensic of video object removal tamper based on 3D dual-stream network [J]. Journal on Communications, 2021, 42(12): 202-211.
[11]	Xu CHENG, Yingying WANG, Nianjie ZHANG, Zhangjie FU, Beijing CHEN, Guoying ZHAO. Multi-level loss object tracking adversarial attack method based on spatial perception [J]. Journal on Communications, 2021, 42(11): 242-254.
[12]	Jiawei ZHANG, Jianfeng MA, Zhuo MA, Teng LI. Time-based and privacy protection revocable and traceable data sharing scheme in cloud computing [J]. Journal on Communications, 2021, 42(10): 81-94.
[13]	Wenjuan WANG, Xuehui DU, Dibin SHAN. Construction method of attack scenario in cloud environment based on dynamic probabilistic attack graph [J]. Journal on Communications, 2021, 42(1): 1-17.
[14]	Youliang TIAN,Qin LUO. Verifiable multi-keyword search scheme based on improved Merkle-Tree authentication method [J]. Journal on Communications, 2020, 41(9): 118-129.
[15]	Na WANG,Kun ZHENG,Junsong FU,Jian LI. Method of ciphertext retrieval in mobile edge computing based on block segmentation [J]. Journal on Communications, 2020, 41(7): 95-102.

Design of video recommender system based on cloud computing

RichHTML

PDF

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 2

References 5

Related Articles 15

Metrics

Recommended 0