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 patte...

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Published inTongxin Xuebao Vol. 34; pp. 175 - 179
Main Authors Xin DING, Yan MA, Jun WU
Format Journal Article
LanguageChinese
Published Editorial Department of Journal on Communications 01.09.2013
Subjects
campus network
data cleaning
recommendation system
user behavior
Online AccessGet full text
ISSN1000-436X

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Abstract 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.
AbstractList 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.
Author Jun WU
Yan MA
Xin DING
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Snippet 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...
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SubjectTerms campus network
data cleaning
recommendation system
user behavior
Title Design and implementation of a video recommendation system in campus network
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