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
doaj +1 more source
Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks
, 2017 Prediction of popularity has profound impact for social media, since it offers opportunities to reveal individual preference and public attention from evolutionary social systems.
Cheng, Wen-Huang +5 more
core +1 more source
Recurrent Neural Networks for Online Video Popularity Prediction
, 2017 In this paper, we address the problem of popularity prediction of online videos shared in social media. We prove that this challenging task can be approached using recently proposed deep neural network architectures.
Andruszkiewicz, Pawel +3 more
core +1 more source
Big Data Analytics for Popularity Prediction [PDF]
Journal of Physics: Conference Series, 2019 Abstract In this paper examines the prescient intensity of huge social knowledge in terms of offline and on-line behavior. We have a tendency to address the analysis question of however massive social knowledge from Facebook will anticipate the measure of watchers and TV evaluations inside the instance of the Danish National soccer ...
G Vishnu Murthy +2 more
openaire +1 more source
Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN
IEEE Access, 2018 In information-centric networking, accurately predicting content popularity can improve the performance of caching. Therefore, based on software defined network (SDN), this paper proposes Deep-Learning-based Content Popularity Prediction (DLCPP) to ...
Wai-Xi Liu +4 more
doaj +1 more source
Forecasting Popularity of Videos using Social Media
, 2014 This paper presents a systematic online prediction method (Social-Forecast) that is capable to accurately forecast the popularity of videos promoted by social media.
Li, Haitao +3 more
core +1 more source
Modeling and predicting the popularity of online news based on temporal and content-related features [PDF]
, 2017 As the market of globally available online news is large and still growing, there is a strong competition between online publishers in order to reach the largest possible audience.
Demeester, Thomas +3 more
core +1 more source
Popularity-Based Video Caching Techniques for Cache-Enabled Networks: A Survey
IEEE Access, 2019 The proliferation of the mobile Internet and connected devices, which offer a variety of services at different levels of performance is a major challenge for the fifth generation of wireless networks and beyond.
Huda S. Goian +5 more
doaj +1 more source
Using Grouped Linear Prediction and Accelerated Reinforcement Learning for Online Content Caching
, 2018 Proactive caching is an effective way to alleviate peak-hour traffic congestion by prefetching popular contents at the wireless network edge. To maximize the caching efficiency requires the knowledge of content popularity profile, which however is often ...
Tao, Meixia, Zhang, Naifu, Zheng, Kaibin
core +1 more source
Scale-invariance underlying the logistic equation and its social applications [PDF]
, 2012 On the basis of dynamical principles we derive the Logistic Equation (LE), widely employed (among multiple applications) in the simulation of population growth, and demonstrate that scale-invariance and a mean-value constraint are sufficient and ...
Hernando, A., Plastino, A.
core +4 more sources