Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast System

A small number of online popular contents are often clicked by a great quantity of users in a short period,and take the most of the wireless cellular network traffic.With popularity prediction,the popular contents would be broadcasted to the potential users for saving a lot of transmitting resource,...

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Main Authors: Huangqing Chen, Xiaofeng Zhong, Jian Sun, Jing Wang
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2015-11-01
Series:Dianxin kexue
Subjects:
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015221/
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author Huangqing Chen
Xiaofeng Zhong
Jian Sun
Jing Wang
author_facet Huangqing Chen
Xiaofeng Zhong
Jian Sun
Jing Wang
author_sort Huangqing Chen
collection DOAJ
description A small number of online popular contents are often clicked by a great quantity of users in a short period,and take the most of the wireless cellular network traffic.With popularity prediction,the popular contents would be broadcasted to the potential users for saving a lot of transmitting resource,as illustrated in content aware soft real time media broadcast(CASoRT)system.With the data set collected from the Chinese commercial cellular network,the converging property of web contents,users and geographic positions in online news was shown.Then,two prediction schemes such as linear log and constant scaling model were proposed to estimate the popularity of online news,and improved by an optimal observation threshold.After comparison of simulation results,the linear log model performs better.
format Article
id doaj-art-e3cf76de807846a3835daf2762d201d8
institution Kabale University
issn 1000-0801
language zho
publishDate 2015-11-01
publisher Beijing Xintong Media Co., Ltd
record_format Article
series Dianxin kexue
spelling doaj-art-e3cf76de807846a3835daf2762d201d82025-01-15T03:16:18ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012015-11-01311659612704Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast SystemHuangqing ChenXiaofeng ZhongJian SunJing WangA small number of online popular contents are often clicked by a great quantity of users in a short period,and take the most of the wireless cellular network traffic.With popularity prediction,the popular contents would be broadcasted to the potential users for saving a lot of transmitting resource,as illustrated in content aware soft real time media broadcast(CASoRT)system.With the data set collected from the Chinese commercial cellular network,the converging property of web contents,users and geographic positions in online news was shown.Then,two prediction schemes such as linear log and constant scaling model were proposed to estimate the popularity of online news,and improved by an optimal observation threshold.After comparison of simulation results,the linear log model performs better.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015221/popularity predictionconverging propertywireless cellular networkCASoRT
spellingShingle Huangqing Chen
Xiaofeng Zhong
Jian Sun
Jing Wang
Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast System
Dianxin kexue
popularity prediction
converging property
wireless cellular network
CASoRT
title Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast System
title_full Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast System
title_fullStr Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast System
title_full_unstemmed Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast System
title_short Online Popularity Prediction Scheme Based on Converging Property in Content Aware Soft Real Time Media Broadcast System
title_sort online popularity prediction scheme based on converging property in content aware soft real time media broadcast system
topic popularity prediction
converging property
wireless cellular network
CASoRT
url http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015221/
work_keys_str_mv AT huangqingchen onlinepopularitypredictionschemebasedonconvergingpropertyincontentawaresoftrealtimemediabroadcastsystem
AT xiaofengzhong onlinepopularitypredictionschemebasedonconvergingpropertyincontentawaresoftrealtimemediabroadcastsystem
AT jiansun onlinepopularitypredictionschemebasedonconvergingpropertyincontentawaresoftrealtimemediabroadcastsystem
AT jingwang onlinepopularitypredictionschemebasedonconvergingpropertyincontentawaresoftrealtimemediabroadcastsystem