Detection of Cyber Bullying Using Social Media Network Data
Alanazi, Ibtihaj Mulfi. (2020-05). Detection of Cyber Bullying Using Social Media Network Data. Theses and Dissertations Collection, University of Idaho Library Digital Collections. https://www.lib.uidaho.edu/digital/etd/items/alanazi_idaho_0089e_11831.html
- Title:
- Detection of Cyber Bullying Using Social Media Network Data
- Author:
- Alanazi, Ibtihaj Mulfi
- Date:
- 2020-05
- Keywords:
- Cyber Bullying Social Media
- Program:
- Computer Science
- Subject Category:
- Computer science
- Abstract:
-
The rapid development of online communication and information sharing platforms and the enthusiastic participation of their users have enabled peer-to-peer communication at unprecedented scale and diversity. On one hand, this communication channels, such as online social networks and news sharing websites, offer myriad opportunities for knowledge sharing and opinion mobilization. On the other hand, they also serve as a fertile domain for an abundance of unfortunate intimidation and hateful aggression and cyberbullying towards individuals targeted because of their identities or expressed opinions. In this thesis we have proposed an ensemble approach towards the detection of cyberbullying using machine learning techniques.
- Description:
- doctoral, Ph.D., Computer Science -- University of Idaho - College of Graduate Studies, 2020-05
- Major Professor:
- Foss, Jim Alves
- Committee:
- Jeffery, Clinton; Song, Jia; Sarathchandra, Dilshani
- Defense Date:
- 2020-05
- Identifier:
- Alanazi_idaho_0089E_11831
- Type:
- Text
- Format Original:
- Format:
- application/pdf
- Rights:
- In Copyright - Educational Use Permitted. For more information, please contact University of Idaho Library Special Collections and Archives Department at libspec@uidaho.edu.
- Standardized Rights:
- http://rightsstatements.org/vocab/InC-EDU/1.0/