[HTML][HTML] Fake news outbreak 2021: Can we stop the viral spread?

T Khan, A Michalas, A Akhunzada - Journal of Network and Computer …, 2021 - Elsevier
Social Networks' omnipresence and ease of use has revolutionized the generation and
distribution of information in today's world. However, easy access to information does not …

Stock closing price prediction based on sentiment analysis and LSTM

Z Jin, Y Yang, Y Liu - Neural Computing and Applications, 2020 - Springer
Stock market prediction has been identified as a very important practical problem in the
economic field. However, the timely prediction of the market is generally regarded as one of …

Stock market response to information diffusion through internet sources: A literature review

S Agarwal, S Kumar, U Goel - International Journal of Information …, 2019 - Elsevier
This exploratory work reviews the research work undertaken to study the impact of the
information content of the Internet, available through online news articles and various social …

Can Twitter help predict firm-level earnings and stock returns?

E Bartov, L Faurel, PS Mohanram - The Accounting Review, 2018 - publications.aaahq.org
Prior research has examined how companies exploit Twitter in communicating with
investors, and whether Twitter activity predicts the stock market as a whole. We test whether …

The effects of Twitter sentiment on stock price returns

G Ranco, D Aleksovski, G Caldarelli, M Grčar… - PloS one, 2015 - journals.plos.org
Social media are increasingly reflecting and influencing behavior of other complex systems.
In this paper we investigate the relations between a well-known micro-blogging platform …

[HTML][HTML] Twitter as a tool for forecasting stock market movements: A short-window event study

TM Nisar, M Yeung - The journal of finance and data science, 2018 - Elsevier
In order to explore the relationship between politics-related sentiment and FTSE 100
movements, we conducted a short-window event study of a UK based political event. We …

Cashtag piggybacking: Uncovering spam and bot activity in stock microblogs on Twitter

S Cresci, F Lillo, D Regoli, S Tardelli… - ACM Transactions on the …, 2019 - dl.acm.org
Microblogs are increasingly exploited for predicting prices and traded volumes of stocks in
financial markets. However, it has been demonstrated that much of the content shared in …

Social signals and algorithmic trading of Bitcoin

D Garcia, F Schweitzer - Royal Society open science, 2015 - royalsocietypublishing.org
The availability of data on digital traces is growing to unprecedented sizes, but inferring
actionable knowledge from large-scale data is far from being trivial. This is especially …

When can social media lead financial markets?

I Zheludev, R Smith, T Aste - Scientific reports, 2014 - nature.com
Social media analytics is showing promise for the prediction of financial markets. However,
the true value of such data for trading is unclear due to a lack of consensus on which …

[图书][B] New dimensions of information warfare

R Di Pietro, S Raponi, M Caprolu, S Cresci, R Di Pietro… - 2021 - Springer
Since the dawn of Humanity, the progress machine tirelessly introduced tools and resources
that facilitated our everyday tasks. Over the years, new technologies have continually …