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News-Now
           Stay Current!




      Prakhar Mehrotra
(Insight Data Science Fellows Program)
Glimpse on Digital News

     76%        76%of Internet users read news online.




An online user spends an average of 50
min reading news from various
sources.


                                                  Source: PEW 2012.
Zoozoo’s Dilemma
Zoozoo’s Dilemma
*Based on a true story.
Basic Questions

    Why do people read News?


      What is in the News?


Which News are people talking about?
Basic Questions

    Why do people read News?


      What is in the News?


Which News are people talking about?




Knowing all this, how do I create
   something meaningful?
News-Now

News which people are talking
          about.


       News                             News
              News       News
                                 News
              News        News
                                               News
                        News
     News
                 News


                                  www.news-now.us
Under the Hood
RSS feeds from 30 news websites (CNN, NYT etc)

                        Cleanup, Filtering duplicates
                        Rank




                                                         Algorithm Awesomeness
           Bigrams & Trigrams




        Keyword Recommendation

                        Remove keywords with same news


    Unique Keyword Recommendation
Under the Hood
RSS feeds from 30 news websites (CNN, NYT etc)

                        Cleanup, Filtering duplicates
                        Rank




                                                         Algorithm Awesomeness
           Bigrams & Trigrams

                       Search for bigrams as hashtags
                       Search for trigrams as text
                       Associate score

        Keyword Recommendation

                        Remove keywords with same news
                        Check for Wikipedia link
    Unique Keyword Recommendation
Example
Sony shows Playstation 4 capabilities.             Sony announces Playstation 4 for Holiday 2013.

      (#Sonyshows)                                              (#Sonyannounces)
      (#showsPlaystation)                                       (#announcesPlaystation)
      (#Playstation4)                                           (#Playstation4)
      (#4capabilities)                                          (#4Holiday)
                                                                (#Holiday2013)

      (#Sonyshows)
      (#showsPlaystation)                                       (#Sonyannounces)
      (#Playstation4)                                           (#announcesPlaystation)
      (#4capabilities)                                          (#Playstation4)
                                                                (#4Holiday)
                                                                (#Holiday2013)


                                         Playstation 4
Tools




Clean, Remove
                Bigrams, Trigrams
  Duplicates

                                    News-Now   News-Now
Tools




Clean, Remove
                Bigrams, Trigrams
  Duplicates

                                    News-Now   News-Now
About Me
Graduate Student in Aeronautics @ Caltech

Research:
• High-speed propulsion
• Supersonic aircrafts (New York to London in 2hrs )                               X-43a




                                                         Coolest Project:
                                          Mission design for sending humans to asteroid




      Die hard fan of Cricket!
About Me
Graduate Student in Aeronautics @ Caltech

Research:
• High-speed propulsion
• Supersonic aircrafts (New York to London in 2hrs )                               X-43a




                                                         Coolest Project:
                                          Mission design for sending humans to asteroid




      Die hard fan of Cricket!

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insight_presentation

  • 1. News-Now Stay Current! Prakhar Mehrotra (Insight Data Science Fellows Program)
  • 2. Glimpse on Digital News 76% 76%of Internet users read news online. An online user spends an average of 50 min reading news from various sources. Source: PEW 2012.
  • 5.
  • 6. *Based on a true story.
  • 7. Basic Questions Why do people read News? What is in the News? Which News are people talking about?
  • 8. Basic Questions Why do people read News? What is in the News? Which News are people talking about? Knowing all this, how do I create something meaningful?
  • 9. News-Now News which people are talking about. News News News News News News News News News News News www.news-now.us
  • 10. Under the Hood RSS feeds from 30 news websites (CNN, NYT etc) Cleanup, Filtering duplicates Rank Algorithm Awesomeness Bigrams & Trigrams Keyword Recommendation Remove keywords with same news Unique Keyword Recommendation
  • 11. Under the Hood RSS feeds from 30 news websites (CNN, NYT etc) Cleanup, Filtering duplicates Rank Algorithm Awesomeness Bigrams & Trigrams Search for bigrams as hashtags Search for trigrams as text Associate score Keyword Recommendation Remove keywords with same news Check for Wikipedia link Unique Keyword Recommendation
  • 12. Example Sony shows Playstation 4 capabilities. Sony announces Playstation 4 for Holiday 2013. (#Sonyshows) (#Sonyannounces) (#showsPlaystation) (#announcesPlaystation) (#Playstation4) (#Playstation4) (#4capabilities) (#4Holiday) (#Holiday2013) (#Sonyshows) (#showsPlaystation) (#Sonyannounces) (#Playstation4) (#announcesPlaystation) (#4capabilities) (#Playstation4) (#4Holiday) (#Holiday2013) Playstation 4
  • 13. Tools Clean, Remove Bigrams, Trigrams Duplicates News-Now News-Now
  • 14. Tools Clean, Remove Bigrams, Trigrams Duplicates News-Now News-Now
  • 15. About Me Graduate Student in Aeronautics @ Caltech Research: • High-speed propulsion • Supersonic aircrafts (New York to London in 2hrs ) X-43a Coolest Project: Mission design for sending humans to asteroid Die hard fan of Cricket!
  • 16. About Me Graduate Student in Aeronautics @ Caltech Research: • High-speed propulsion • Supersonic aircrafts (New York to London in 2hrs ) X-43a Coolest Project: Mission design for sending humans to asteroid Die hard fan of Cricket!