Like it or not: A survey of twitter sentiment analysis methods

A Giachanou, F Crestani - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Sentiment analysis in Twitter is a field that has recently attracted research interest. Twitter is
one of the most popular microblog platforms on which users can publish their thoughts and …

A review of influenza detection and prediction through social networking sites

A Alessa, M Faezipour - Theoretical Biology and Medical Modelling, 2018 - Springer
Early prediction of seasonal epidemics such as influenza may reduce their impact in daily
lives. Nowadays, the web can be used for surveillance of diseases. Search engines and …

A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks

D Antonakaki, P Fragopoulou, S Ioannidis - Expert systems with …, 2021 - Elsevier
Twitter is the third most popular worldwide Online Social Network (OSN) after Facebook and
Instagram. Compared to other OSNs, it has a simple data model and a straightforward data …

WASSA-2017 shared task on emotion intensity

SM Mohammad, F Bravo-Marquez - arxiv preprint arxiv:1708.03700, 2017 - arxiv.org
We present the first shared task on detecting the intensity of emotion felt by the speaker of a
tweet. We create the first datasets of tweets annotated for anger, fear, joy, and sadness …

Comparing twitter and traditional media using topic models

WX Zhao, J Jiang, J Weng, J He, EP Lim… - Advances in Information …, 2011 - Springer
Twitter as a new form of social media can potentially contain much useful information, but
content analysis on Twitter has not been well studied. In particular, it is not clear whether as …

[PDF][PDF] Discriminating gender on Twitter

JD Burger, J Henderson, G Kim… - Proceedings of the 2011 …, 2011 - aclanthology.org
Accurate prediction of demographic attributes from social media and other informal online
content is valuable for marketing, personalization, and legal investigation. This paper …

Emotion intensities in tweets

SM Mohammad, F Bravo-Marquez - arxiv preprint arxiv:1708.03696, 2017 - arxiv.org
This paper examines the task of detecting intensity of emotion from text. We create the first
datasets of tweets annotated for anger, fear, joy, and sadness intensities. We use a …

Sentiment knowledge discovery in twitter streaming data

A Bifet, E Frank - International conference on discovery science, 2010 - Springer
Micro-blogs are a challenging new source of information for data mining techniques. Twitter
is a micro-blogging service built to discover what is happening at any moment in time …

Bad news travel fast: A content-based analysis of interestingness on twitter

N Naveed, T Gottron, J Kunegis, AC Alhadi - Proceedings of the 3rd …, 2011 - dl.acm.org
On the microblogging site Twitter, users can forward any message they receive to all of their
followers. This is called a retweet and is usually done when users find a message …

A neural network-based ensemble approach for spam detection in Twitter

S Madisetty, MS Desarkar - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
As the social networking sites get more popular, spammers target these sites to spread
spam posts. Twitter is one of the most popular online social networking sites where users …