AMPS: Predicting popularity of short-form videos using multi-modal attention mechanisms in social media marketing environments
Emerging as a dominant content format amid the shift from television to mobile, short-form
videos wield immense potential across diverse domains. However, the scarcity of datasets …
videos wield immense potential across diverse domains. However, the scarcity of datasets …
Social media popularity prediction: A multiple feature fusion approach with deep neural networks
Social media popularity prediction (SMPD) aims to predict the popularity of the post shared
on online social media platforms. This task is crucial for content providers and consumers in …
on online social media platforms. This task is crucial for content providers and consumers in …
Ai-empowered persuasive video generation: A survey
Promotional videos are rapidly becoming a popular medium for persuading people to
change their behaviours in many settings (eg, online shop**, social enterprise initiatives) …
change their behaviours in many settings (eg, online shop**, social enterprise initiatives) …
[HTML][HTML] From pixels to perceptions: Capturing high-level abstract concepts in visual user-generated content
Visual content on platforms like Instagram and TripAdvisor plays a crucial role in consumer
decision-making, particularly in intangible sectors like hospitality, where consumers rely on …
decision-making, particularly in intangible sectors like hospitality, where consumers rely on …
[PDF][PDF] Instagram post popularity trend analysis and prediction using hashtag, image assessment, and user history features.
Instagram is one of the most popular social networks for marketing. Predicting the popularity
of a post on Instagram is important to determine the influence of a user for marketing …
of a post on Instagram is important to determine the influence of a user for marketing …
Understanding and predicting cross-cultural food preferences with online recipe images
Predicting food preferences is challenging due to the numerous factors that can influence
individual taste. Cultural influences are one such factor that can significantly impact food …
individual taste. Cultural influences are one such factor that can significantly impact food …
Contrastive distortion‐level learning‐based no‐reference image‐quality assessment
A contrastive distortion‐level learning‐based no‐reference image‐quality assessment (NR‐
IQA) framework is proposed in this study to further effectively model various distortion types …
IQA) framework is proposed in this study to further effectively model various distortion types …
Follow us and become famous! insights and guidelines from instagram engagement mechanisms
With 1.3 billion users, Instagram (IG) has become an essential business tool. IG influencer
marketing, expected to generate $33.25 billion in 2022, encourages companies and …
marketing, expected to generate $33.25 billion in 2022, encourages companies and …
[HTML][HTML] A review of feature fusion-based media popularity prediction methods
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 …
and the prediction of information popularity based on social media platforms has attracted …
Multimodal deep learning for social media popularity prediction with attention mechanism
K Xu, Z Lin, J Zhao, P Shi, W Deng… - Proceedings of the 28th …, 2020 - dl.acm.org
Social media popularity estimation refers to predict the post's popularity using multimodal
contents. The prediction performance heavily relies on the feature extraction part and fully …
contents. The prediction performance heavily relies on the feature extraction part and fully …