Sentiment analysis leveraging emotions and word embeddings

M Giatsoglou, MG Vozalis, K Diamantaras… - Expert Systems with …, 2017 - Elsevier
Sentiment analysis and opinion mining are valuable for extraction of useful subjective
information out of text documents. These tasks have become of great importance, especially …

Mean birds: Detecting aggression and bullying on twitter

D Chatzakou, N Kourtellis, J Blackburn… - Proceedings of the …, 2017 - dl.acm.org
In recent years, bullying and aggression against social media users have grown
significantly, causing serious consequences to victims of all demographics. Nowadays …

Detecting cyberbullying and cyberaggression in social media

D Chatzakou, I Leontiadis, J Blackburn… - ACM Transactions on …, 2019 - dl.acm.org
Cyberbullying and cyberaggression are increasingly worrisome phenomena affecting
people across all demographics. More than half of young social media users worldwide …

Measuring# GamerGate: A tale of hate, sexism, and bullying

D Chatzakou, N Kourtellis, J Blackburn… - Proceedings of the 26th …, 2017 - dl.acm.org
Over the past few years, online aggression and abusive behaviors have occurred in many
different forms and on a variety of platforms. In extreme cases, these incidents have evolved …

Hate is not binary: Studying abusive behavior of# gamergate on twitter

D Chatzakou, N Kourtellis, J Blackburn… - Proceedings of the 28th …, 2017 - dl.acm.org
Over the past few years, online bullying and aggression have become increasingly
prominent, and manifested in many different forms on social media. However, there is little …

Developing chatbots for cyber security: Assessing threats through sentiment analysis on social media

A Arora, A Arora, J McIntyre - Sustainability, 2023 - mdpi.com
In recent years, groups of cyber criminals/hackers have carried out cyber-attacks using
various tactics with the goal of destabilizing web services in a specific context for which they …

Detecting variation of emotions in online activities

D Chatzakou, A Vakali, K Kafetsios - Expert Systems with Applications, 2017 - Elsevier
Online text sources form evolving large scale data repositories out of which valuable
knowledge about human emotions can be derived. Beyond the primary emotions which refer …

Security attack prediction based on user sentiment analysis of Twitter data

A Hernández, V Sanchez, G Sánchez… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
In recent years, security attacks on the web have been perpetrated by hacker activist
organizations that aim to destabilize (using different techniques) web services in a specific …

Harvesting opinions and emotions from social media textual resources

D Chatzakou, A Vakali - IEEE Internet Computing, 2015 - ieeexplore.ieee.org
Harvesting sentiments from social media textual resources can reveal insightful information.
The understanding and modeling of such resources are key requirements for accurately …

Deep learning based sentiment analysis and text summarization in social networks

E Doǧan, B Kaya - 2019 International Artificial Intelligence and …, 2019 - ieeexplore.ieee.org
Sentiment analysis aims to reveal semantic knowledge of written texts where users share
their feelings and thoughts on sharing platforms such as personal blogs and social …