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The Problem


No time to log-in to Facebook! But, don't
want to miss what your friends & family are
doing?
Source: http://www.pewinternet.org/Reports/2013/Coming-and-going-on-facebook/Key-Findings.aspx
My Solution


What about an e-mail digest that's customized
to keep track of what you care about on
Facebook?

→ Think about LinkedIn network updates!
Demo


Connect to: www.myfacebookdigest.com

→ Not a simple FB newsfeed scraping!
→ Customizable from the user upon subscription
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)
Tools




Facebook Graph API   MySQL   Python Flask
Python                       Twitter Bootstrap
                             AWS
About Me
David Lopes Pegna (dlopespegna@gmail.com)
Particle Physics Data Analyst




Worked at:
Insight demo feb15_2

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