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   Articles with "popularity prediction" as a keyword



Sentiment and hashtag-aware attentive deep neural network for multimodal post popularity prediction

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recommendations! Published in 2024 at "Neural Computing and Applications"

DOI: 10.1007/s00521-024-10755-5

Abstract: Social media users articulate their opinions on a broad spectrum of subjects and share their experiences through posts comprising multiple modes of expression, leading to a notable surge in such multimodal content on social media… read more here.

Keywords: post popularity; sentiment hashtag; popularity; popularity prediction ... See more keywords

Temporal popularity prediction of locations for geographical placement of retail stores

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recommendations! Published in 2019 at "Knowledge and Information Systems"

DOI: 10.1007/s10115-018-1311-x

Abstract: Modern retail chains, such as Starbucks and McDonald’s, seek for geographical locations that have higher possibility to bring the maximum profit to establish and open their new stores. For a retail store, the common indicator… read more here.

Keywords: popularity prediction; geographical placement; popularity; retail stores ... See more keywords

TV shows popularity prediction of genre-independent TV series through machine learning-based approaches

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recommendations! Published in 2024 at "Multimedia Tools and Applications"

DOI: 10.1007/s11042-024-18518-z

Abstract: The use of social media has grown exponentially in recent years up to become a reflection of human social attitudes and to represent today the main channel for conducting discussions and sharing opinions. For this… read more here.

Keywords: popularity prediction; learning based; genre independent; machine learning ... See more keywords

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

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-86785-3

Abstract: 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. This leads to the way for… read more here.

Keywords: popularity prediction; latent features; lstm; multi branch ... See more keywords

Social Media Popularity Prediction Based on Multi-Modal Self-Attention Mechanisms

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2021.3136552

Abstract: Popularity prediction using social media is an important task because of its wide range of real-world applications such as advertisements, recommendation systems, and trend analysis. However, this task is challenging because social media is affected… read more here.

Keywords: popularity prediction; social media; self attention;

Co-Evolving Popularity Prediction in Temporal Bipartite Networks: A Heuristics Based Model

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3262587

Abstract: One of the big challenges of our modern life is to find the right items or contents on the Internet and particularly in social media. One way of addressing the information overload problem in social… read more here.

Keywords: temporal bipartite; popularity prediction; popularity; prediction ... See more keywords

Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile-Edge Computing Networks

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recommendations! Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2022.3189055

Abstract: Nowadays, wireless communication is rapidly reshaping entire industry sectors. In particular, mobile-edge computing (MEC) as an enabling technology for the Industrial Internet of Things (IIoT) brings a powerful computing/storage infrastructure closer to the mobile terminals… read more here.

Keywords: popularity prediction; popularity; edge; privacy preserving ... See more keywords

Anime popularity prediction before huge investments: a multimodal approach using deep learning

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recommendations! Published in 2024 at "PeerJ Computer Science"

DOI: 10.7717/peerj-cs.2715

Abstract: In the Japanese anime industry, predicting whether an upcoming product will be popular is crucial. This article introduces one of the most comprehensive free datasets for predicting anime popularity using only features accessible before huge… read more here.

Keywords: popularity prediction; anime popularity; huge investments; investments multimodal ... See more keywords