Insight demo feb15_2

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  • 1. The ProblemNo time to log-in to Facebook! But, dontwant to miss what your friends & family aredoing?
  • 2. Source: http://www.pewinternet.org/Reports/2013/Coming-and-going-on-facebook/Key-Findings.aspx
  • 3. My SolutionWhat about an e-mail digest thats customizedto keep track of what you care about onFacebook?→ Think about LinkedIn network updates!
  • 4. DemoConnect to: www.myfacebookdigest.com→ Not a simple FB newsfeed scraping!→ Customizable from the user upon subscription
  • 5. Measure Post Relevance→ Rank by closeness: f(time, my comments, comments by common friends)→ Normalize to #comments/user→ Weight according to user preferences→ Bayesian classifier trained for categories (politics, relationship)
  • 6. ToolsFacebook Graph API MySQL Python FlaskPython Twitter Bootstrap AWS
  • 7. About MeDavid Lopes Pegna (dlopespegna@gmail.com)Particle Physics Data AnalystWorked at: