Papers Social Media Popularity Prediction
“Social Media Popularity Prediction” 태그가 달린 논문 9편 · 필터 해제
Benchmarking Multi-Modal Graph-based Social Media Popularity Prediction
Social media popularity prediction aims to forecast the future reach or influence of online content from early-stage observations. Accurate prediction enables key downstream applications, such as advertising optimization…
Social Media Popularity PredictionHyperFusion: Hierarchical Multimodal Ensemble Learning for Social Media Popularity Prediction
Social media popularity prediction plays a crucial role in content optimization, marketing strategies, and user engagement enhancement across digital platforms. However, predicting post popularity remains challenging due…
Social Media Popularity PredictionEnsemble LearningContrastive Learning for Implicit Social Factors in Social Media Popularity Prediction
On social media sharing platforms, some posts are inherently destined for popularity. Therefore, understanding the reasons behind this phenomenon and predicting popularity before post publication holds significant practi…
Contrastive LearningSocial Media Popularity PredictionSMP Challenge: An Overview and Analysis of Social Media Prediction Challenge
Social Media Popularity Prediction (SMPP) is a crucial task that involves automatically predicting future popularity values of online posts, leveraging vast amounts of multimodal data available on social media platforms.…
BenchmarkingSocial Media Popularity PredictionImproving Social Media Popularity Prediction with Multiple Post Dependencies
Social Media Popularity Prediction has drawn a lot of attention because of its profound impact on many different applications, such as recommendation systems and multimedia advertising. Despite recent efforts to leverage…
PredictionRecommendation SystemsSocial Media Popularity PredictionRanking Social Media News Feeds: A Comparative Study of Personalized and Non-personalized Prediction Models
Home Artificial Intelligence and Its Applications Conference paper Ranking Social Media News Feeds: A Comparative Study of Personalized and Non-personalized Prediction Models Sami Belkacem, Kamel Boukhalfa & Omar Bou…
Feature ImportanceNews RecommendationRecommendation SystemsSocial Media Popularity PredictionRanking news feed updates on social media: A comparative study of supervised models
Social media users are overwhelmed by a large number of updates displayed chronologically in their news feed. Moreover, most updates are irrelevant. Ranking news feed updates by relevance has been proposed to help users …
Ensemble LearningNews RecommendationRecommendation SystemsSocial Media Popularity PredictionTime Matters: Multi-scale Temporalization of Social Media Popularity
The evolution of social media popularity exhibits rich temporality, i.e., popularities change over time at various levels of temporal granularity. This is influenced by temporal variations of public attentions or user ac…
Social Media Popularity PredictionSequential Prediction of Social Media Popularity with Deep Temporal Context Networks
Prediction of popularity has profound impact for social media, since it offers opportunities to reveal individual preference and public attention from evolutionary social systems. Previous research, although achieves pro…
PredictionSocial Media Popularity Prediction