Review of social media analytics process and big data pipeline

H Sebei, MA Hadj Taieb, M Ben Aouicha - Social Network Analysis and …, 2018 - Springer
Social media analytics is a research axis focused on extracting useful insights from social
media data, with the aim of helping individuals and organizations take the most optimum …

Saliency estimation using a non-parametric low-level vision model

N Murray, M Vanrell, X Otazu, CA Parraga - CVPR 2011, 2011 - ieeexplore.ieee.org
Many successful models for predicting attention in a scene involve three main steps:
convolution with a set of filters, a center-surround mechanism and spatial pooling to …

Unsupervised method for sentiment analysis in online texts

M Fernández-Gavilanes, T Álvarez-López… - Expert Systems with …, 2016 - Elsevier
In recent years, the explosive growth of online media, such as blogs and social networking
sites, has enabled individuals and organizations to write about their personal experiences …

Understanding the predictive power of social media

E Kalampokis, E Tambouris, K Tarabanis - Internet Research, 2013 - emerald.com
Purpose–The purpose of this paper is to consolidate existing knowledge and provide a
deeper understanding of the use of social media (SM) data for predictions in various areas …

Twitter mining for discovery, prediction and causality: Applications and methodologies

DE O'Leary - Intelligent Systems in Accounting, Finance and …, 2015 - Wiley Online Library
Twitter has found substantial use in a number of settings. For example, Twitter played a
major role in the 'Arab Spring'and has been adopted by a large number of the Fortune 100 …

[图书][B] Politics and big data: Nowcasting and forecasting elections with social media

A Ceron, L Curini, SM Iacus - 2016 - taylorfrancis.com
The importance of social media as a way to monitor an electoral campaign is well
established. Day-by-day, hour-by-hour evaluation of the evolution of online ideas and …

Social media and e-commerce: A scientometrics analysis

E Javid, M Nazari, M Ghaeli - International Journal of Data and …, 2019 - growingscience.com
The purpose of this research is to investigate the status and the evolution of the scientific
studies on the effect of social networks on e-commerce. The study seeks to address the …

A survey of prediction using social media

S Yu, S Kak - arXiv preprint arXiv:1203.1647, 2012 - arxiv.org
Social media comprises interactive applications and platforms for creating, sharing and
exchange of user-generated contents. The past ten years have brought huge growth in …

Predicting movie box-office revenues by exploiting large-scale social media content

T Liu, X Ding, Y Chen, H Chen, M Guo - Multimedia Tools and …, 2016 - Springer
Predicting the box-office revenue of a movie before its theatrical release is an important but
challenging problem that requires a high level of Artificial Intelligence. Nowadays, social …

[HTML][HTML] On the use of distributed semantics of tweet metadata for user age prediction

A Pandya, M Oussalah, P Monachesi… - Future Generation …, 2020 - Elsevier
Social media data represent an important resource for behavioral analysis of the aging
population. This paper addresses the problem of age prediction from Twitter dataset, where …