SlideShare a Scribd company logo
Contacts:
• Dr. Nasheen Nur, nurn@fit.edu
• Dr. Siddhartha Bhattacharyya, sbhattacharyya@fit.edu
• Candice Normalee Chambers, chambersc2017@my.fit.edu
Social Media vs. News Platforms:
A Cross-analysis for Fake News
Detection Using Web Scraping
and NLP
This Photo by Unknown author is licensed under CC BY.
Florida Institute of Technology
News distribution in the 21st Century
Why we believe misinformation/fake
news
Goal is to develop a false information
detection pipeline
Overall Workflow
Check out our recent paper on fake news
analysis. I am not going into details of the
process we used for the time constraint.
Alsuliman, Fahad, Siddhartha Bhattacharyya, Khaled Slhoub, Nasheen Nur, and Candice Normalee Chambers.
"Social Media vs. News Platforms: A Cross-analysis for Fake News Detection Using Web Scraping and NLP."
In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments,
pp. 190-196. 2022.
Milestones/Deliverables for the project
References
Thank you

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fakeNews.pptx

  • 1. Contacts: • Dr. Nasheen Nur, nurn@fit.edu • Dr. Siddhartha Bhattacharyya, sbhattacharyya@fit.edu • Candice Normalee Chambers, chambersc2017@my.fit.edu Social Media vs. News Platforms: A Cross-analysis for Fake News Detection Using Web Scraping and NLP This Photo by Unknown author is licensed under CC BY. Florida Institute of Technology
  • 2. News distribution in the 21st Century
  • 3. Why we believe misinformation/fake news
  • 4. Goal is to develop a false information detection pipeline
  • 5. Overall Workflow Check out our recent paper on fake news analysis. I am not going into details of the process we used for the time constraint. Alsuliman, Fahad, Siddhartha Bhattacharyya, Khaled Slhoub, Nasheen Nur, and Candice Normalee Chambers. "Social Media vs. News Platforms: A Cross-analysis for Fake News Detection Using Web Scraping and NLP." In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments, pp. 190-196. 2022.

Editor's Notes

  1. Focus on ongoing hot issues Covid-19, in 2020 the unknowns of the virus allowed people speculate and spread false information  Trump vs Hilary Clinton/Biden Campaign, these two political races were trending topics and easy target to falsify information for political gain    Russia vs Ukraine War  Focus on concepts that are important to specific populations or topics of interest Political views, humans tend to believe point of views they align with for example if someone aligns with the Republicans they tend to believe there representatives vs a Democratic representative  Religious views, similarly to political views humans will believe information they have faith in, for example the text from the Bible, Quran, etc.  Lack of education or training on verifying sources, if people aren't informed to verify and practice verifying they will never validate information they receive