Svitlana Volkova
Overview
Explore the profile of Svitlana Volkova including associated specialties, affiliations and a list of published articles.
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Articles
5
Citations
54
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Recent Articles
1.
Thomas P, Saldanha E, Volkova S
Sci Rep
. 2021 Apr;
11(1):8137.
PMID: 33854101
Many authoritarian regimes have taken to censoring internet access in order to stop the spread of misinformation, restrict citizens from discussing certain topics, and prevent mobilization, among other reasons. There...
2.
Shrestha P, Sathanur A, Maharjan S, Saldanha E, Arendt D, Volkova S
PLoS One
. 2020 Mar;
15(3):e0230250.
PMID: 32208431
The awareness about software vulnerabilities is crucial to ensure effective cybersecurity practices, the development of high-quality software, and, ultimately, national security. This awareness can be better understood by studying the...
3.
Volkova S, Ayton E, Porterfield K, Corley C
PLoS One
. 2017 Dec;
12(12):e0188941.
PMID: 29244814
This work is the first to take advantage of recurrent neural networks to predict influenza-like illness (ILI) dynamics from various linguistic signals extracted from social media data. Unlike other approaches...
4.
Volkova S, Bachrach Y
Cyberpsychol Behav Soc Netw
. 2015 Dec;
18(12):726-36.
PMID: 26652673
Social media services such as Twitter and Facebook are virtual environments where people express their thoughts, emotions, and opinions and where they reveal themselves to their peers. We analyze a...
5.
Preotiuc-Pietro D, Volkova S, Lampos V, Bachrach Y, Aletras N
PLoS One
. 2015 Sep;
10(9):e0138717.
PMID: 26394145
Automatically inferring user demographics from social media posts is useful for both social science research and a range of downstream applications in marketing and politics. We present the first extensive...