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On the merits of popularity prediction in multimedia content caching [PDF]
12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops, 2011 In recent years, telecom operators have been moving away from traditional, broadcast-driven, television towards IP-based, interactive and on-demand services. Consequently, multicast is no longer a viable solution to limit the amount of traffic in the IP-TV network.
Famaey, Jeroen +2 more
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Social- and Content-Aware Prediction for Video Content Delivery
IEEE Access, 2020 An ever-increasing number of videos in mobile social networks increase the waiting time of video downloading. Video prefetching is a viable way to save time during video downloading, while prefetching all the videos is resource wasteful if the videos are
Yuqi Fan +4 more
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International Journal of Antennas and Propagation, 2022 The development of Internet technology and cloud computing has promoted the rapid development of self-media technology. The self-media technology has better people-friendliness compared to the traditional media communication mode, so it has gained more ...
Yunsheng Zhang, Xiaoping Meng
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MUFFLE: Multi-Modal Fake News Influence Estimator on Twitter
Applied Sciences, 2022 To alleviate the impact of fake news on our society, predicting the popularity of fake news posts on social media is a crucial problem worthy of study. However, most related studies on fake news emphasize detection only.
Cheng-Lin Wu +5 more
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On the Prediction of Flickr Image Popularity by Analyzing Heterogeneous Social Sensory Data
Sensors, 2017 The increase in the popularity of social media has shattered the gap between the physical and virtual worlds. The content generated by people or social sensors on social media provides information about users and their living surroundings, which allows ...
Samah Aloufi +2 more
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Sensors, 2021 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 and Amazon Prime have emerged, focusing on video streaming services. However,
Sidney Loyola de Sá +2 more
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Exploring Spillover Effects for COVID-19 Cascade Prediction
Entropy, 2022 An information outbreak occurs on social media along with the COVID-19 pandemic and leads to an infodemic. Predicting the popularity of online content, known as cascade prediction, allows for not only catching in advance information that deserves ...
Ninghan Chen +3 more
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Journal of Telecommunications and Information TechnologyThis research is concerned with the fusion of artificial intelligence (AI) and machine learning within multi-hierarchical caching systems, specifically targeting vehicular and edge caching domains.
Radouane Baghiani +2 more
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Personalized Music Recommendation Simulation Based on Improved Collaborative Filtering Algorithm
Complexity, 2020 Collaborative filtering technology is currently the most successful and widely used technology in the recommendation system. It has achieved rapid development in theoretical research and practice. It selects information and similarity relationships based
Hui Ning, Qian Li
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Joint Content Placement and Storage Allocation Based on Federated Learning in F-RANs
Sensors, 2020 With the rapid development of mobile communication and the sharp increase of smart mobile devices, wireless data traffic has experienced explosive growth in recent years, thus injecting tremendous traffic into the network. Fog Radio Access Network (F-RAN)
Tuo Xiao +3 more
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