Abstract
| Original language | English |
|---|---|
| Title of host publication | Complex, Intelligent, and Software Intensive Systems |
| Subtitle of host publication | Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2019) |
| Editors | Leonard Barolli, Farookh Khadeer Hussain, Makoto Ikeda |
| Place of Publication | Switzerland |
| Publisher | Springer Nature |
| Pages | 484-495 |
| Number of pages | 12 |
| Volume | 993 |
| ISBN (Electronic) | 9783030223540 |
| ISBN (Print) | 9783030223533 |
| Publication status | Published - 21 Jun 2019 |
| Event | 13th International Conference on Complex, Intelligent, and Software Intensive Systems : CISIS 2019 - University of Sydney, Sydney, Australia Duration: 03 Jul 2019 → 05 Jul 2019 http://voyager.ce.fit.ac.jp/conf/cisis/2019/index.php |
Publication series
| Name | Advances in Intelligent Systems and Computing |
|---|---|
| Volume | 993 |
Conference
| Conference | 13th International Conference on Complex, Intelligent, and Software Intensive Systems |
|---|---|
| Country | Australia |
| City | Sydney |
| Period | 03/07/19 → 05/07/19 |
| Internet address |
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A framework for early detection of antisocial behavior on Twitter using natural language processing. / Singh, Ravinder; Du, Jiahua; Zhang, Yanchun; Wang, Hua; Miao, Yuan; Ameri Sianaki, Omid; Ul-Haq, Anwaar.
Complex, Intelligent, and Software Intensive Systems: Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2019). ed. / Leonard Barolli; Farookh Khadeer Hussain; Makoto Ikeda. Vol. 993 Switzerland : Springer Nature, 2019. p. 484-495 (Advances in Intelligent Systems and Computing; Vol. 993).Research output: Book chapter/Published conference paper › Conference paper
TY - GEN
T1 - A framework for early detection of antisocial behavior on Twitter using natural language processing
AU - Singh, Ravinder
AU - Du, Jiahua
AU - Zhang, Yanchun
AU - Wang, Hua
AU - Miao, Yuan
AU - Ameri Sianaki, Omid
AU - Ul-Haq, Anwaar
PY - 2019/6/21
Y1 - 2019/6/21
N2 - Online antisocial behavior is a social problem and a public health threat. A manifestation of such behavior may be fun for a perpetrator, however, can drive a victim into depression, self-confinement, low self-esteem, anxiety,anger, and suicidal ideation. Online platforms such as Twitter and Facebook can sometimes become breeding grounds for such behavior. These platforms may have measures in place to deter online antisocial behavior, however, such behavior still prevails. Most of the measures rely on users reporting to platforms for intervention. In this paper, we advocate a more proactive approach based on natural language processing and machine learning that can enable online platforms to actively look for signs of antisocial behavior and intervene before it gets out of control. By actively searching for such behavior, social media sites can possibly prevent dire situations that can lead to someone committing suicide.
AB - Online antisocial behavior is a social problem and a public health threat. A manifestation of such behavior may be fun for a perpetrator, however, can drive a victim into depression, self-confinement, low self-esteem, anxiety,anger, and suicidal ideation. Online platforms such as Twitter and Facebook can sometimes become breeding grounds for such behavior. These platforms may have measures in place to deter online antisocial behavior, however, such behavior still prevails. Most of the measures rely on users reporting to platforms for intervention. In this paper, we advocate a more proactive approach based on natural language processing and machine learning that can enable online platforms to actively look for signs of antisocial behavior and intervene before it gets out of control. By actively searching for such behavior, social media sites can possibly prevent dire situations that can lead to someone committing suicide.
UR - https://www.springer.com/gp/book/9783030223533
M3 - Conference paper
SN - 9783030223533
VL - 993
T3 - Advances in Intelligent Systems and Computing
SP - 484
EP - 495
BT - Complex, Intelligent, and Software Intensive Systems
A2 - Barolli, Leonard
A2 - Khadeer Hussain, Farookh
A2 - Ikeda, Makoto
PB - Springer Nature
CY - Switzerland
ER -