Detection and Prevention of Bullying on Online Social Networks: The Combination of Textual, Visual and Cognitive

作者: Carlos Silva , Ricardo Santos , Ricardo Barbosa

DOI: 10.1007/978-3-030-16447-8_10

关键词:

摘要: The adoption of online social platforms as a common space for the virtualisation identities is also correlated with replication real-world hazards in virtual world. Bullying, or cyberbullying, very practice among people nowadays, becoming much more present due to increase time, especially networks, and having serious consequences younger audiences. Related work includes analysis classification textual characteristics that can be indicative bullying situation even visual approach through image recognition techniques. While agreeing combination help identification practice, bullies, we believe part missing. In this work, propose techniques, associated cognitive aspect identify possible bullies. Based on previous model definition sensor, content check presence multimedia content, stakeholders by identifying similarities behaviours bullies and/or victims. This scenario address them before they occur reach unmanageable proportions.

参考文章(15)
Maurice Mulvenna, Gaye Lightbody, Yaxin Bi, Raymond Bond, Macartan Mulligan, Investigation into the Automated Detection of Image Based Cyber Bullying on Social Media Platforms 2014 Irish Machine Vision and Image processing conference. pp. 193- 194 ,(2014)
Giovanna Mascheroni, Andrea Davide Cuman, Net Children Go Mobile: Final Report. Deliverables D6.4 and D5.2. EDUCatt. pp. 1- 72 ,(2014)
Seyed Morteza Ghavami, Masoud Asadpour, Javad Hatami, Mohammad Mahdavi, Facebook user's like behavior can reveal personality conference on information and knowledge technology. pp. 1- 3 ,(2015) , 10.1109/IKT.2015.7288797
Qianjia Huang, Vivek Kumar Singh, Pradeep Kumar Atrey, None, Cyber Bullying Detection Using Social and Textual Analysis acm multimedia. pp. 3- 6 ,(2014) , 10.1145/2661126.2661133
Karthik Dinakar, Roi Reichart, Henry Lieberman, Modeling the Detection of Textual Cyberbullying international conference on weblogs and social media. ,(2011)
Homa Hosseinmardi, Sabrina Arredondo Mattson, Rahat Ibn Rafiq, Richard Han, Qin Lv, Shivakant Mishra, Analyzing Labeled Cyberbullying Incidents on the Instagram Social Network social informatics. pp. 49- 66 ,(2015) , 10.1007/978-3-319-27433-1_4
Rui Zhao, Anna Zhou, Kezhi Mao, Automatic detection of cyberbullying on social networks based on bullying features international conference of distributed computing and networking. pp. 43- ,(2016) , 10.1145/2833312.2849567
ROBERT AUGUSTUS HARDY, JULIA R. NORGAARD, Reputation in the Internet black market: an empirical and theoretical analysis of the Deep Web Journal of Institutional Economics. ,vol. 12, pp. 515- 539 ,(2016) , 10.1017/S1744137415000454
Cornelia Caragea, Sarah Rajtmajer, Christopher Griffin, Anna Squicciarini, Hao Li, Haoti Zhong, David Miller, Content-driven detection of cyberbullying on the instagram social network international joint conference on artificial intelligence. pp. 3952- 3958 ,(2016)