An overview of online fake news: Characterization, detection, and discussion

X Zhang, AA Ghorbani - Information Processing & Management, 2020 - Elsevier
Over the recent years, the growth of online social media has greatly facilitated the way
people communicate with each other. Users of online social media share information …

Social comparison and envy on social media: A critical review

A Meier, BK Johnson - Current opinion in psychology, 2022 - Elsevier
There is both public and scholarly concern that (passive) social media use decreases well-
being by providing a fertile ground for harmful (upward) social comparison and envy. The …

Global evidence of expressed sentiment alterations during the COVID-19 pandemic

J Wang, Y Fan, J Palacios, Y Chai… - Nature Human …, 2022 - nature.com
The COVID-19 pandemic has created unprecedented burdens on people's physical health
and subjective well-being. While countries worldwide have developed platforms to track the …

Sentiment analysis in tourism: capitalizing on big data

AR Alaei, S Becken, B Stantic - Journal of travel research, 2019 - journals.sagepub.com
Advances in technology have fundamentally changed how information is produced and
consumed by all actors involved in tourism. Tourists can now access different sources of …

A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism

Z Xiang, Q Du, Y Ma, W Fan - Tourism Management, 2017 - Elsevier
Online consumer reviews have been studied for various research problems in hospitality
and tourism. However, existing studies using review data tend to rely on a single data …

A survey of multimodal sentiment analysis

M Soleymani, D Garcia, B Jou, B Schuller… - Image and Vision …, 2017 - Elsevier
Sentiment analysis aims to automatically uncover the underlying attitude that we hold
towards an entity. The aggregation of these sentiment over a population represents opinion …

The emotional arcs of stories are dominated by six basic shapes

AJ Reagan, L Mitchell, D Kiley, CM Danforth… - EPJ data science, 2016 - Springer
Advances in computing power, natural language processing, and digitization of text now
make it possible to study a culture's evolution through its texts using a 'big data'lens. Our …

[PDF][PDF] Sentibench-a benchmark comparison of state-of-the-practice sentiment analysis methods

FN Ribeiro, M Araújo, P Gonçalves… - EPJ Data Science, 2016 - Springer
In the last few years thousands of scientific papers have investigated sentiment analysis,
several startups that measure opinions on real data have emerged and a number of …

Afrisenti: A twitter sentiment analysis benchmark for african languages

SH Muhammad, I Abdulmumin, AA Ayele… - arXiv preprint arXiv …, 2023 - arxiv.org
Africa is home to over 2,000 languages from more than six language families and has the
highest linguistic diversity among all continents. These include 75 languages with at least …

Forecasting the onset and course of mental illness with Twitter data

AG Reece, AJ Reagan, KLM Lix, PS Dodds… - Scientific reports, 2017 - nature.com
We developed computational models to predict the emergence of depression and Post-
Traumatic Stress Disorder in Twitter users. Twitter data and details of depression history …