A comparative analysis of machine learning techniques for cyberbullying detection on twitter

A Muneer, SM Fati - Future Internet, 2020 - mdpi.com
cyberbullying; however, because these attempts rely on the victims’ interactions, they are not
practical. Therefore, detection of cyberbullying … 37,373 unique tweets from Twitter. Moreover…

Mining patterns of cyberbullying on twitter

C Chelmis, DS Zois, M Yao - … Conference on Data Mining …, 2017 - ieeexplore.ieee.org
… the detection of cyberbullying instances to mitigate the consequences. We perform a detailed
analysis of a … social networking websites tremendously facilitate cyber bullying by enabling …

Improving cyberbullying detection using Twitter users' psychological features and machine learning

V Balakrishnan, S Khan, HR Arabnia - Computers & Security, 2020 - Elsevier
… studies due to the nature of the dataset used, different classification algorithms and analysis
… to significantly improve online bullying detection. The top Twitter features extracted by the …

[PDF][PDF] Twitter bullying detection

H Sanchez, S Kumar - ser. NSDI, 2011 - researchgate.net
… Data Mining. We leverage the power of sentiment analysis to detect bullying instances in
Twitter. … Nowadays, cyber bullying has become an increasing public concern considering recent …

[PDF][PDF] Text mining techniques for cyberbullying detection: state of the art

R Bayari, A Bensefia - Advances in Science, Technology …, 2021 - pdfs.semanticscholar.org
… In [26], it is presented a novel approach to optimize Twitter cyberbullying detection based
on deep learning (OCDD).The proposed approach eliminates the features extraction and …

Unsupervised cyber bullying detection in social networks

M Di Capua, E Di Nardo… - 2016 23rd International …, 2016 - ieeexplore.ieee.org
… related to general sentiment analysis tasks rather than cyber bullying. For the Twitter case
we also … of the proposed model in classifying a real Twitter stream of data. We collect 1.000 …

Optimized twitter cyberbullying detection based on deep learning

MA Al-Ajlan, M Ykhlef - 2018 21st Saudi Computer Society …, 2018 - ieeexplore.ieee.org
… was built to incorporate Twitter streaming API for collecting tweets and then classifying them
… essence of sentiment analysis and bullying detection. As a first phase, tweets are classified …

Twitter dataset for hate speech and cyberbullying detection in Indonesian language

T Febriana, A Budiarto - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
… From 83,752 tweets included in the analysis step, the number of positive and … Twitter which
potentially can be used to detect tweets that contains hate speech. More than 1 million tweets

[PDF][PDF] Detection of cyberbullying on social media using data mining techniques

I Riadi - International Journal of Computer Science and …, 2017 - academia.edu
… development of cyberbullying, for example is Twitter. This … cyberbullying in Indonesia
development on twitter and what type of cyberbullying is often used by abusers to do the bullying. …

Cyberbullying detection modelling at Twitter social networking

IY Anggraini, S Sucipto… - JUITA: Jurnal …, 2018 - repository.unpkediri.ac.id
… In this study, text mining modelling was carried out using a classification algorithm… Bullying"
and "Not Bullying" classes. The "Bullying" class is a class of tweets that contain cyber bullying