A peek into the future: Predicting the popularity of online videos

S Ouyang, C Li, X Li - IEEE Access, 2016 - ieeexplore.ieee.org
Predicting the popularity of online videos is an important task for the service design,
advertisement placement, network management, and so on. In this paper, we tackle the …

A named entity topic model for news popularity prediction

Y Yang, Y Liu, X Lu, J Xu, F Wang - Knowledge-Based Systems, 2020 - Elsevier
Predicting the popularity of web content is widely regarded as an important but challenging
task. Online news articles are typical examples of this. In particular, owing to their time …

GPOP: Scalable group-level popularity prediction for online content in social networks

MX Hoang, XH Dang, X Wu, Z Yan… - Proceedings of the 26th …, 2017 - dl.acm.org
Predicting the popularity of online content in social networks is important in many
applications, ranging from ad campaign design, web content caching and prefetching, to …

Predicting the popularity of online news based on multivariate analysis

C Liu, W Wang, Y Zhang, Y Dong… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
An increasing number of online news triggers wide academic concern for the prediction of
news popularity, which is affected by users' behaviors and not easy to predict. However …

Incremental group-level popularity prediction in online social networks

J Wang, W Jiang, K Li, G Wang, K Li - ACM Transactions on Internet …, 2021 - dl.acm.org
Predicting the popularity of web contents in online social networks is essential for many
applications. However, existing works are usually under non-incremental settings. In other …

Towards Proactively Forecasting Sentence-Specific Information Popularity within Online News Documents

S Ghosh Roy, A Padhi, R Jain, M Gupta… - Proceedings of the 33rd …, 2022 - dl.acm.org
Multiple studies have focused on predicting the prospective popularity of an online
document as a whole, without paying attention to the contributions of its individual parts. We …

A hybrid regression model for video popularity-based cache replacement in content delivery networks

EB Abdelkrim, MA Salahuddin… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
Content Delivery Networks (CDN) and their globally dispersed caches host a myriad of User
Generated Videos (UGV) to meet end-user requests with quality of service. To efficiently …

Testing parametric models in linear‐directional regression

E GarcÍa‐Portugués, I Van Keilegom… - … Journal of Statistics, 2016 - Wiley Online Library
This paper presents a goodness‐of‐fit test for parametric regression models with scalar
response and directional predictor, that is, a vector on a sphere of arbitrary dimension. The …

Prediction & evaluation of online news popularity using machine intelligence

D Deshpande - 2017 International Conference on Computing …, 2017 - ieeexplore.ieee.org
News popularity is the maximum growth of attention given for particular news article. Social
networking websites, news websites are used for reading different news. Online news …

To post or not to post: Using online trends to predict popularity of offline content

S Abbar, C Castillo, A Sanfilippo - Proceedings of the 29th on Hypertext …, 2018 - dl.acm.org
Predicting the popularity of online content has attracted much attention in the past few years.
In news rooms, for instance, journalists and editors are keen to know, as soon as possible …