Results 11 to 20 of about 37,309 (258)

Popularity Prediction of Instagram Posts [PDF]

open access: yesInformation, 2020
Predicting the popularity of posts on social networks has taken on significant importance in recent years, and several social media management tools now offer solutions to improve and optimize the quality of published content and to enhance the ...
Salvatore Carta   +4 more
doaj   +4 more sources

Multi-branch LSTM encoded latent features with CNN-LSTM for Youtube popularity prediction [PDF]

open access: yesScientific Reports
As digital media grows, there is an increasing demand for engaging content that can captivate audiences. Along with that, the monetary conversion of those engaging videos is also increased.
Neeti Sangwan, Vishal Bhatnagar
doaj   +2 more sources

A review of feature fusion-based media popularity prediction methods

open access: yesVisual Informatics, 2022
With the popularization of social media, the way of information transmission has changed, and the prediction of information popularity based on social media platforms has attracted extensive attention.
An-An Liu   +7 more
doaj   +3 more sources

CST-Net: community-guided structural-temporal convolutional networks for popularity prediction [PDF]

open access: yesPeerJ Computer Science
The ability to predict the popularity of online contents has important implications in a wide range of areas. The challenge of this problem comes from the inequality of the popularity of content and the numerous complex factors.
Xuxu Zheng   +4 more
doaj   +3 more sources

Popularity Prediction of Online Contents via Cascade Graph and Temporal Information

open access: yesAxioms, 2021
Predicting the popularity of online content is an important task for content recommendation, social influence prediction and so on. Recent deep learning models generally utilize graph neural networks to model the complex relationship between information ...
Yingdan Shang   +6 more
doaj   +3 more sources

On the predictability of the popularity of online recipes [PDF]

open access: yesEPJ Data Science, 2018
Popularity prediction has been studied in diverse online contexts with demonstrable practical, sociological and technical benefit. Here, we add to the popularity prediction literature by studying the popularity of recipes on two large and well visited ...
Christoph Trattner   +2 more
doaj   +2 more sources

Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN

open access: yesIEEE Access, 2018
In information-centric networking, accurately predicting content popularity can improve the performance of caching. Therefore, based on software defined network (SDN), this paper proposes Deep-Learning-based Content Popularity Prediction (DLCPP) to ...
Wai-Xi Liu   +4 more
doaj   +3 more sources

Characterizing and Predicting the Popularity of Online Videos

open access: yesIEEE Access, 2016
A huge amount of video content has been generated on the Internet, and user attention among those videos is allocated in an asymmetric way, with the vast majority barely noticed while a few of videos become very popular.
Chenyu Li, Jun Liu, Shuxin Ouyang
doaj   +2 more sources

A Novel Content Popularity Prediction Algorithm Based on Auto Regressive Model in Information-Centric IoT

open access: yesIEEE Access, 2019
As information-centric networking (ICN) cache can effectively reduce the requests from customers to producers and improve the efficiency of content acquisition, there are many studies propose to improve system performance of the Internet of Things (IoT ...
Ying Liu   +4 more
doaj   +3 more sources

Trend Prediction of Event Popularity from Microblogs

open access: yesFuture Internet, 2021
Owing to rapid development of the Internet and the rise of the big data era, microblog has become the main means for people to spread and obtain information. If people can accurately predict the development trend of a microblog event, it will be of great
Xujian Zhao, Wei Li
doaj   +1 more source

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