Optimizing prediction of YouTube video popularity using XGBoost

MUN Nisa, D Mahmood, G Ahmed, S Khan… - Electronics, 2021 - mdpi.com
YouTube is a source of income for many people, and therefore a video's popularity
ultimately becomes the top priority for sustaining a steady income, provided that the …

Popularity prediction of posts in social networks based on user, post and image features

M Gayberi, SG Oguducu - … of the 11th International Conference on …, 2019 - dl.acm.org
This paper presents an approach to popularity prediction task. The approach differs from
existing works by combining enriched user and post features with statistical features and …

Predicting and understanding news social popularity with emotional salience features

RK Gupta, Y Yang - Proceedings of the 27th ACM international …, 2019 - dl.acm.org
This paper studies the properties of socially popular news with a focused interest on the
emotions conveyed through their headlines. We delve deeply into the notion of emotional …

A framework to predict early news popularity using deep temporal propagation patterns

R Saeed, H Abbas, S Asif, S Rubab, MM Khan… - Expert Systems with …, 2022 - Elsevier
The increasing competition among the news industries puts editors under the pressure of
posting news articles that should gain more user attention. News popularity is predicted …

Will they stay or will they go? application of machine learning classifiers of purchase and churn prediction to a digital journalistic platform

D O'Brien, RE Kunz - Journal of Media Business Studies, 2024 - Taylor & Francis
Considering the ubiquity of data, purchase and churn prediction have become crucial for
data-driven decision-making. While many sectors have benefited from the abundance of …

Predicting popularity of video streaming services with representation learning: a survey and a real-world case study

SL Sá, AAA Rocha, A Paes - Sensors, 2021 - mdpi.com
The Internet's popularization has increased the amount of content produced and consumed
on the web. To take advantage of this new market, major content producers such as Netflix …

[PDF][PDF] Predicting the Popularity of Online News Based on the Dynamic Fusion of Multiple Features.

G Song, Y Wang, J Li, H Hu - Computers, Materials & Continua, 2023 - cdn.techscience.cn
Predicting the popularity of online news is essential for news providers and recommendation
systems. Time series, content and meta-feature are important features in news popularity …

An automated system to predict popular cybersecurity news using document embeddings

R Saeed, S Rubab, S Asif, MM Khan… - … in Engineering & …, 2021 - ingentaconnect.com
The substantial competition among the news industries puts editors under the pressure of
posting news articles which are likely to gain more user attention. Anticipating the popularity …

Identifying Fake Digital Information Using Machine Learning Algorithms: Performance Analysis and Recommendation System

A Patel, Y Jadhav, R Jhaveri, R Raut… - Contemporary …, 2023 - ojs.wiserpub.com
This work focuses on the detection of fake digital information using various machine learning
and deep learning algorithms to prevent its spread through Internet of Things (IoT) devices …

Application and evaluation of Machine Learning for news article popularity prediction

S Bhatia - … Communication and Smart Electrical Systems (ICSES …, 2021 - ieeexplore.ieee.org
The internet is increasingly becoming the primary source of news worldwide. Social
networking sites have further enabled instantaneous spread of such articles by often …