@article{ART002537784},
author={Ji-A Kim and Geum-Boon Lee},
title={An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={12},
pages={201-207},
doi={10.9708/jksci.2019.24.12.201}
TY - JOUR
AU - Ji-A Kim
AU - Geum-Boon Lee
TI - An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 12
PB - The Korean Society Of Computer And Information
SP - 201
EP - 207
SN - 1598-849X
AB - In this paper, we propose an effective method to block illegal gambling advertisement on social media. With the increase of smartphone and internet usage, users can easily access various information while sharing information such as text and video with a large number of others. In addition, illegal sports gambling advertisements are also continue to be transmitted on SNS. To avoid most surveillance networks, users are easily exposed to illegal sports gambling advertisement images by including phrases in the images that indicate illegal sports gambling advertisements. In order to cope with these problems, we proposed a method to actively block illegal sports gambling advertisements in a way different from the conventional passive methods. In this paper, we select words frequently used for illegal sports gambling, classifies them into three groups according to their importance, calculate WF for each word using weighted formula by degree of relevance and frequency, and then sum the WF of the words in the image. Blocking, warning, and passing were determined by cu, the total of WF. Experimenting with the proposed method, 193 out of 200 experimental images were correctly judged with 96.5% accuracy, and even though 7 images were illegal sports gambling advertisements. Further research is needed to block 3.5% of illegal sports betting ads that cannot be blocked in the future.
KW - Illegal sports gambling ads;Word Frequency;word Weighting;Blocking method;Three Groups
DO - 10.9708/jksci.2019.24.12.201
ER -
Ji-A Kim and Geum-Boon Lee. (2019). An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media. Journal of The Korea Society of Computer and Information, 24(12), 201-207.
Ji-A Kim and Geum-Boon Lee. 2019, "An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media", Journal of The Korea Society of Computer and Information, vol.24, no.12 pp.201-207. Available from: doi:10.9708/jksci.2019.24.12.201
Ji-A Kim, Geum-Boon Lee "An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media" Journal of The Korea Society of Computer and Information 24.12 pp.201-207 (2019) : 201.
Ji-A Kim, Geum-Boon Lee. An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media. 2019; 24(12), 201-207. Available from: doi:10.9708/jksci.2019.24.12.201
Ji-A Kim and Geum-Boon Lee. "An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media" Journal of The Korea Society of Computer and Information 24, no.12 (2019) : 201-207.doi: 10.9708/jksci.2019.24.12.201
Ji-A Kim; Geum-Boon Lee. An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media. Journal of The Korea Society of Computer and Information, 24(12), 201-207. doi: 10.9708/jksci.2019.24.12.201
Ji-A Kim; Geum-Boon Lee. An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media. Journal of The Korea Society of Computer and Information. 2019; 24(12) 201-207. doi: 10.9708/jksci.2019.24.12.201
Ji-A Kim, Geum-Boon Lee. An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media. 2019; 24(12), 201-207. Available from: doi:10.9708/jksci.2019.24.12.201
Ji-A Kim and Geum-Boon Lee. "An Effective Method for Blocking Illegal Sports Gambling Ads on Social Media" Journal of The Korea Society of Computer and Information 24, no.12 (2019) : 201-207.doi: 10.9708/jksci.2019.24.12.201
