Detecting Aggressors and Bullies on Twitter
نویسندگان
چکیده
Online social networks constitute an integral part of people’s every day social activity and the existence of aggressive and bullying phenomena in such spaces is inevitable. In this work, we analyze user behavior on Twitter in an effort to detect cyberbullies and cuberaggressors by considering specific attributes of their online activity using machine learning classifiers.
منابع مشابه
Mean Birds: Detecting Aggression and Bullying on Twi er
In recent years, bullying and aggression against social media users have grown signi cantly, causing serious consequences to victims of all demographics. Nowadays, cyberbullying a ects more than half of young social media users worldwide, su ering from prolonged and/or coordinated digital harassment. Also, tools and technologies geared to understand and mitigate it are scarce and mostly ine ect...
متن کاملExecutive Functions in Children Who Experience Bullying Situations
Bullying is characterized by intentional, repetitive, and persistent aggressive behavior that causes damage to the victim. Many studies investigate the social and emotional aspects related to bullying, but few assess the cognitive aspects it involves. Studies with aggressive individuals indicate impairment in executive functioning and decision-making. The objective of this study was to assess h...
متن کاملA Model for Detecting of Persian Rumors based on the Analysis of Contextual Features in the Content of Social Networks
The rumor is a collective attempt to interpret a vague but attractive situation by using the power of words. Therefore, identifying the rumor language can be helpful in identifying it. The previous research has focused more on the contextual information to reply tweets and less on the content features of the original rumor to address the rumor detection problem. Most of the studies have been in...
متن کاملYouth engaging in online harassment: associations with caregiver-child relationships, Internet use, and personal characteristics.
To date, research focused on "traditional" (i.e. in-person) youth bullying behaviour has documented serious psychosocial challenges for those involved. How this literature translates to youth engaging in aggressive behaviours online has yet to be examined. Using the largest US sample of youth Internet users to date, psychosocial characteristics of youth engaging in Internet harassment were exam...
متن کاملCyberbullying Among Primary School Students in Turkey: Self-Reported Prevalence and Associations with Home and School Life
The current study examined the self-reported prevalence and nature of cyberbullying and victimization among second, third, and fourth grade students (N=372) and explored associated features of home and school life. Of the children in the current sample, 27 percent had been victims of cyberbullying, 18 percent had been aggressors, and 15 percent had been both cyberbullies and victims. Boys were ...
متن کامل