TY - GEN
T1 - Cyberbullying detection using parent-child relationship between comments
AU - Li, Ziyi
AU - Kawamoto, Junpei
AU - Feng, Yaokai
AU - Sakurai, Kouichi
PY - 2016/11/28
Y1 - 2016/11/28
N2 - Cyberbullying is a underlying problem in social networking service, threatening users' mental and physical health. Previous research on automated cyberbullying detection is mostly textual or social based methods. Cyberbullying content is identified through a set of textual features within the content in the former method and through social information surrounding the content in the latter method. Those methods can not cater difierent cyberbullying standard for individual SNS user since each content is evaluated using same features. Therefore, in this article we propose a automated cyberbullying detection method that utilises the parent-child relationship between comments to capture the reaction from a third party to detect cyberbullying comments. We were able to improve the effectiveness of cyberbullyingdetection using only publicly available data.
AB - Cyberbullying is a underlying problem in social networking service, threatening users' mental and physical health. Previous research on automated cyberbullying detection is mostly textual or social based methods. Cyberbullying content is identified through a set of textual features within the content in the former method and through social information surrounding the content in the latter method. Those methods can not cater difierent cyberbullying standard for individual SNS user since each content is evaluated using same features. Therefore, in this article we propose a automated cyberbullying detection method that utilises the parent-child relationship between comments to capture the reaction from a third party to detect cyberbullying comments. We were able to improve the effectiveness of cyberbullyingdetection using only publicly available data.
UR - http://www.scopus.com/inward/record.url?scp=85014972755&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85014972755&partnerID=8YFLogxK
U2 - 10.1145/3011141.3011182
DO - 10.1145/3011141.3011182
M3 - Conference contribution
AN - SCOPUS:85014972755
T3 - ACM International Conference Proceeding Series
SP - 325
EP - 334
BT - 18th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2016 - Proceedings
A2 - Indrawan-Santiago, Maria
A2 - Anderst-Kotsis, Gabriele
A2 - Steinbauer, Matthias
A2 - Khalil, Ismail
PB - Association for Computing Machinery
T2 - 18th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2016
Y2 - 28 November 2016 through 30 November 2016
ER -