Design and implementation of a video recommendation system in campus network

According to the feature of video-sharing with P2P in campus network, a video recommendation system in campus network called FP-CNVR system was designed and implemented; a novel data cleaning method based on customer segmentation was proposed; the structure of FP-tree in the process of frequent patt...

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Bibliographic Details
Published inTongxin Xuebao Vol. 34; no. SUPPL.1; pp. 175 - 179
Main Authors Ding, Xin, Ma, Yan, Wu, Jun
Format Journal Article
LanguageChinese
Published Editorial Department of Journal on Communications 01.09.2013
Subjects
Algorithms
China
Cleaning
Design engineering
Inspiration
Networks
Pattern analysis
recommendation system;data cleaning;user behavior;campus network
Recommender systems
Segmentation
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Summary:According to the feature of video-sharing with P2P in campus network, a video recommendation system in campus network called FP-CNVR system was designed and implemented; a novel data cleaning method based on customer segmentation was proposed; the structure of FP-tree in the process of frequent pattern mining with FP-growth algorithm was improved. Experimental results show that the novel recommendation system can provide more reliable recommended results, and also the novel data cleaning method can improve the accuracy of the recommendation results. The research may have some inspiration to related subjects in campus network.
Bibliography:ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 23
ISSN:1000-436X
DOI:10.3969/j.issn.1000-436x.2013.z2.033