Emotional divergence influences information spreading in Twitter

R Pfitzner, A Garas, F Schweitzer - … AAAI Conference on Web and Social …, 2012 - ojs.aaai.org
We analyze data about the micro-blogging site Twitter using sentiment extraction
techniques. From an information perspective, Twitter users are involved mostly in two …

Analyzing the sentiment correlation between regular tweets and retweets

J Chen, MS Hossain, H Zhang - Social network analysis and mining, 2020 - Springer
Retweeting is an important way of information propagation on Twitter. In this paper, we
investigate the sentiment correlation between regular tweets and retweets. We anticipate our …

Good friends, bad news-affect and virality in twitter

LK Hansen, A Arvidsson, FÅ Nielsen, E Colleoni… - … 2011, Loutraki, Greece …, 2011 - Springer
The link between affect, defined as the capacity for sentimental arousal on the part of a
message, and virality, defined as the probability that it be sent along, is of significant …

Sentiment analysis of twitter audiences: Measuring the positive or negative influence of popular twitterers

Y Bae, H Lee - Journal of the American Society for Information …, 2012 - Wiley Online Library
Twitter is a popular microblogging service that is used to read and write millions of short
messages on any topic within a 140‐character limit. Popular or influential users tweet their …

On the relation between message sentiment and its virality on social media

S Tsugawa, H Ohsaki - Social network analysis and mining, 2017 - Springer
We investigate the relation between the sentiment of a message on social media and its
virality, defined as the volume and speed of message diffusion. We analyze 4.1 million …

Sentiment analysis in twitter: From classification to quantification of sentiments within tweets

M Bouazizi, T Ohtsuki - 2016 IEEE Global Communications …, 2016 - ieeexplore.ieee.org
Twitter is attracting significant interests from the research community in the last few years.
Sentiment analysis of tweets is among the hottest topics of research nowadays. State of the …

Emotion dynamics of public opinions on twitter

D Naskar, SR Singh, D Kumar, S Nandi… - ACM Transactions on …, 2020 - dl.acm.org
Recently, social media has been considered the fastest medium for information
broadcasting and sharing. Considering the wide range of applications such as viral …

SentiDiff: combining textual information and sentiment diffusion patterns for Twitter sentiment analysis

L Wang, J Niu, S Yu - IEEE Transactions on Knowledge and …, 2019 - ieeexplore.ieee.org
Twitter sentiment analysis has become a hot research topic in recent years. Most of existing
solutions to Twitter sentiment analysis basically only consider textual information of Twitter …

[PDF][PDF] Twitter sentiment analysis

A Go, L Huang, R Bhayani - Entropy, 2009 - www-nlp.stanford.edu
Twitter is a popular microblogging service where users create status messages (called"
tweets"). These tweets sometimes express opinions about different topics. The purpose of …

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 …