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 …

The disaster of misinformation: a review of research in social media

S Muhammed T, SK Mathew - International journal of data science and …, 2022 - Springer
The spread of misinformation in social media has become a severe threat to public interests.
For example, several incidents of public health concerns arose out of social media …

[BOOK][B] Sentiment analysis and opinion mining

B Liu - 2022 - books.google.com
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions,
sentiments, evaluations, attitudes, and emotions from written language. It is one of the most …

Csi: A hybrid deep model for fake news detection

N Ruchansky, S Seo, Y Liu - Proceedings of the 2017 ACM on …, 2017 - dl.acm.org
The topic of fake news has drawn attention both from the public and the academic
communities. Such misinformation has the potential of affecting public opinion, providing an …

A survey on opinion mining and sentiment analysis: tasks, approaches and applications

K Ravi, V Ravi - Knowledge-based systems, 2015 - Elsevier
With the advent of Web 2.0, people became more eager to express and share their opinions
on web regarding day-to-day activities and global issues as well. Evolution of social media …

[BOOK][B] Sentiment analysis: Mining opinions, sentiments, and emotions

B Liu - 2020 - books.google.com
Sentiment analysis is the computational study of people's opinions, sentiments, emotions,
moods, and attitudes. This fascinating problem offers numerous research challenges, but …

Fake it till you make it: Reputation, competition, and Yelp review fraud

M Luca, G Zervas - Management science, 2016 - pubsonline.informs.org
Consumer reviews are now part of everyday decision making. Yet the credibility of these
reviews is fundamentally undermined when businesses commit review fraud, creating fake …

[HTML][HTML] A survey on sentiment analysis challenges

DMEDM Hussein - Journal of King Saud University-Engineering Sciences, 2018 - Elsevier
With accelerated evolution of the internet as websites, social networks, blogs, online portals,
reviews, opinions, recommendations, ratings, and feedback are generated by writers. This …

[PDF][PDF] Fake news: A survey of research, detection methods, and opportunities

X Zhou, R Zafarani - arxiv preprint arxiv:1812.00315, 2018 - academia.edu
arxiv:1812.00315v1 [cs.CL] 2 Dec 2018 Page 1 Fake News: A Survey of Research,
Detection Methods, and Opportunities XINYI ZHOU, Syracuse University, USA REZA …

Promotional reviews: An empirical investigation of online review manipulation

D Mayzlin, Y Dover, J Chevalier - American Economic Review, 2014 - aeaweb.org
Firms' incentives to manufacture biased user reviews impede review usefulness. We
examine the differences in reviews for a given hotel between two sites: Expedia. com (only a …