Monitoring social media platforms to detect harmful content
Supporting the provision of alerts to authorities to improve public safety.
avalanche achieved this using · SAS Viya® · Artificial intelligence
SAS Hackathon 2024 · EMEA Region · Public Sector Track
Challenge
Social media has potential to be a breeding ground for hate and disruption, which may spill over into real-world violence.
Detecting calls for social violence at an early stage could prevent this overspill.
However, it is hard for individuals or authorities to monitor social media to detect these calls, or identify which ones might be problematic.
It is also hard to counter misinformation and fake news at an early stage.
Innovation
This solution uses SAS® Viya® to develop a model to provide early warning of calls for violence issued on social media.
avalanche:
Used tweets, economic data, and information from security cameras.
Added social network analysis to provide even more context.
Developed a model to indicate a level of emergency to drive action by authorities.
Impact
The avalanche solution will enable authorities to assess the level of risk in a particular situation.
It draws on both social media and information on the ground to assess situations in the moment.
It can be used as an early-warning system to indicate potential flashpoints, and pinpoint issues geographically.
It could be used anywhere in the world as a way to improve public safety.
“We want to ensure public safety [and] contribute to peace of society.” Ahmet Tanrikulu · Team Leader · Team avalanche
Team Name
avalanche
Track
Public Sector
Use Case
Our project is designed to monitor social media platforms and detect harmful content, providing timely alerts to relevant authorities to prevent panic and protect public safety.
Technology
SAS Viya ,SAS Model Studio , SAS Visual Analytics ,SAS Studio , SAS Data Explorer , Python , Machine Learning .
Region
EMEA
Team lead
Ahmet Tanrikulu @ahmettanrikulu
Team members
@serinevcim, @e_arikan , @yusufmirzacoban , @ddemirci , @NihatEmre , @burakdkaya
Social media handles
Ahmet TANRIKULU: https://www.linkedin.com/in/ahmettanrikulu/ ,
Serin EVCİM: https://www.linkedin.com/in/serin-evcim-a9a108230/ ,
Emir ARIKAN: target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blankhttps://www.linkedin.com/in/emir-arıkan-76a7662b1/ ,
Yusuf Mirza COBAN: target=_blank target=_blank target=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blank target=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blankhttps://www.linkedin.com/in/yusuf-mirza-%C3%A7oban-219053254/
Doruk DEMIRCI: target=_blank target=_blank target=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blank target=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blanktarget=_blankhttp://www.linkedin.com/in/doruk-demirci-a282b130a
Nihat Emre YUZUGULDU: target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blankhttps://www.linkedin.com/in/nihat-emre-yzgld/
Burak DEMIRKAYA: target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blank target=_blankhttps://www.linkedin.com/in/burak-demirkaya-233284179?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_app
Is your team interested in participating in an interview?
Y
Optional: Expand on your technology expertise
Jury Video
Pitch Video
Team photo
... View more