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Insight demo feb15_2
1.
The Problem No time
to log-in to Facebook! But, don't want to miss what your friends & family are doing?
2.
Source: http://www.pewinternet.org/Reports/2013/Coming-and-going-on-facebook/Key-Findings.aspx
3.
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!
4.
Demo Connect 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.
Tools Facebook Graph API
MySQL Python Flask Python Twitter Bootstrap AWS
7.
About Me David Lopes
Pegna (dlopespegna@gmail.com) Particle Physics Data Analyst Worked at:
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