Abstract
| Original language | Undefined |
|---|---|
| Title of host publication | Proceedings of the 21st International World Wide Web Conference, WWW 2012 - PhD-Symposium |
| Place of Publication | New York |
| Publisher | Association for Computing Machinery (ACM) |
| Pages | 121-125 |
| Number of pages | 5 |
| ISBN (Print) | 978-1-4503-1323-0 |
| DOIs | |
| Publication status | Published - 16 Apr 2012 |
| Event | 21st International World Wide Web Conference, WWW 2012 - Lyon, France Duration: 16 Apr 2012 → 20 Apr 2012 Conference number: 21 |
Publication series
| Name | |
|---|---|
| Publisher | ACM |
Conference
| Conference | 21st International World Wide Web Conference, WWW 2012 |
|---|---|
| Abbreviated title | WWW |
| Country | France |
| City | Lyon |
| Period | 16/04/12 → 20/04/12 |
Keywords
- METIS-286318
- Cross-system analysis
- Cyberbullying Detection
- Cyberharassment
- IR-80256
- Social Network
- Sentiment Analysis
- User Profile
- EC Grant Agreement nr.: FP7/231507
- EWI-21758
- Bullying
Cite this
}
Cyberbullying Detection; A Step Toward a Safer Internet Yard. / Dadvar, M.; de Jong, Franciska M.G.
Proceedings of the 21st International World Wide Web Conference, WWW 2012 - PhD-Symposium. New York : Association for Computing Machinery (ACM), 2012. p. 121-125.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
TY - GEN
T1 - Cyberbullying Detection; A Step Toward a Safer Internet Yard
AU - Dadvar, M.
AU - de Jong, Franciska M.G.
PY - 2012/4/16
Y1 - 2012/4/16
N2 - As a result of the invention of social networks friendships, relationships and social communications have all gone to a new level with new definitions. One may have hundreds of friends without even seeing their faces. Meanwhile, alongside this transition there is increasing evidence that online social applications have been used by children and adolescents for bullying. State-of-the-art studies in cyberbullying detection have mainly focused on the content of the conversations while largely ignoring the users involved in cyberbullying. We propose that incorporation of the users’ information, their characteristics, and post-harassing behaviour, for instance, posting a new status in another social network as a reaction to their bullying experience, will improve the accuracy of cyberbullying detection. Cross-system analyses of the users’ behaviour - monitoring their reactions in different online environments - can facilitate this process and provide information that could lead to more accurate detection of cyberbullying.
AB - As a result of the invention of social networks friendships, relationships and social communications have all gone to a new level with new definitions. One may have hundreds of friends without even seeing their faces. Meanwhile, alongside this transition there is increasing evidence that online social applications have been used by children and adolescents for bullying. State-of-the-art studies in cyberbullying detection have mainly focused on the content of the conversations while largely ignoring the users involved in cyberbullying. We propose that incorporation of the users’ information, their characteristics, and post-harassing behaviour, for instance, posting a new status in another social network as a reaction to their bullying experience, will improve the accuracy of cyberbullying detection. Cross-system analyses of the users’ behaviour - monitoring their reactions in different online environments - can facilitate this process and provide information that could lead to more accurate detection of cyberbullying.
KW - METIS-286318
KW - Cross-system analysis
KW - Cyberbullying Detection
KW - Cyberharassment
KW - IR-80256
KW - Social Network
KW - Sentiment Analysis
KW - User Profile
KW - EC Grant Agreement nr.: FP7/231507
KW - EWI-21758
KW - Bullying
U2 - 10.1145/2187980.2187995
DO - 10.1145/2187980.2187995
M3 - Conference contribution
SN - 978-1-4503-1323-0
SP - 121
EP - 125
BT - Proceedings of the 21st International World Wide Web Conference, WWW 2012 - PhD-Symposium
PB - Association for Computing Machinery (ACM)
CY - New York
ER -