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SocialZap
      Enriching Television Content with
                Social Media




Bouke Huurnink
SealincMedia
Symposium
23-11-2012
COMMIT
kickoff
20 March 2012
Imagine you are a television
         producer
You increasingly put content
          online
But someone is taking your viewers
     – and your ad revenue…
Why are they going to
     YouTube?
The Power of Social
The crowd decides what’s
interesting
How can we use the power of
         social?
Introducing…


SocialZap
SocialZap
1.   Give it a television broadcast, it finds
     popular topics in online chatter

2.   It then identifies the ‘Zap Points’ in the
     broadcast for those topics

3.   Shares the social Zap Points on your
     website, identifying popular content for
     more viewers

                            Goodbye YouTube!
Zap Points go
here
(or we can make you a
cool new website)
Who are we?
The SocialZap partners

   Language analysis
         pros
          Computer vision
              experts
   Software
     pros
          The keepers of Dutch
               television

     Multimedia
     interfacers
     Social mavens
           all
How will we do it?
SocialZap – how it works
1.   Collect tweets for your broadcasts
2.   Analyse them for popular (visual) topics
3.   Learn a visual model for popular topic
4.   Find that topic in your broadcast
5.   Display in your (Uitzending Gemist) player
6.   Use Zap Points for sharing, commenting, and
     getting more viewers
SocialZap
Using the crowds to find the crowds
 (and get back your ad revenue)
That was the pitch
• Now for the nitty-gritty stuff
System module dataflow
                                Central Server




 Tweet           Caption            Video             Video
                                                                   Front-End     Users
Analyzer         Analyzer           Miner            Indexer




              Closed Captions
                 (optional)                                         Uitzending
                                                 Beeld en Geluid
                                                                     Gemist



           User-Generated Content
System module dataflow
                                Central Server




 Tweet           Caption            Video             Video
                                                                   Front-End     Users
Analyzer         Analyzer           Miner            Indexer




              Closed Captions
                 (optional)                                         Uitzending
                                                 Beeld en Geluid
                                                                     Gemist



           User-Generated Content
System module dataflow
                                Central Server




 Tweet           Caption            Video             Video
                                                                   Front-End     Users
Analyzer         Analyzer           Miner            Indexer




              Closed Captions
                 (optional)                                         Uitzending
                                                 Beeld en Geluid
                                                                     Gemist



           User-Generated Content
System module dataflow
                                Central Server




 Tweet           Caption            Video             Video
                                                                   Front-End     Users
Analyzer         Analyzer           Miner            Indexer




              Closed Captions
                 (optional)                                         Uitzending
                                                 Beeld en Geluid
                                                                     Gemist



           User-Generated Content
System module dataflow
                                Central Server




 Tweet           Caption            Video             Video
                                                                   Front-End     Users
Analyzer         Analyzer           Miner            Indexer




              Closed Captions
                 (optional)                                         Uitzending
                                                 Beeld en Geluid
                                                                     Gemist



           User-Generated Content
System module dataflow
                                Central Server




 Tweet           Caption            Video             Video
                                                                   Front-End     Users
Analyzer         Analyzer           Miner            Indexer




              Closed Captions
                 (optional)                                         Uitzending
                                                 Beeld en Geluid
                                                                     Gemist



           User-Generated Content
Status
• System-level
   – Designed blueprint of the system architecture
   – Determined role division among partners
   – Defined data exchange


• Data-level
   – Small dataset of DWDD and POWNews video and tweets created


• Component-level
   – Tweet analyzer provided first results
   – Video miner provided first results
   – UvA software is up-and-running on NISV server
Way Forward
• Version 1 of the demo 2013 Q1
• Several extensions (shoud have's) are considered, e.g.,
    –   Add speech recognition
    –   User-generated content for determining 'tweet intent’
    –   Training data from tweets
    –   Linking archive elements to identified fragments in Uitzending Gemist
        content.

• We believe link with Use-Case 2 is most prevalent in interface that
  will be developed
    – Once interface is more concrete we should make the link explicit.

• We foresee synergy with the COMMIT Infinity project, for speech
  recognition and twitter analysis.
On a side note
• A positive development for Sound and Vision
  – It is time to start integrating automatic techniques
    in the archive
  – This is the first time computer vision software is
    being integrated into Sound and Vision workflow
• Also, Twitter data as potentially valuable
  source of contextual metadata?!
Conclusion
• SocialZap enables users to zap to popular points of
  discussion
• Replaces uploading to YouTube and laborious manual
  entry
• Challenging research questions around social media
  analysis and video analysis
• Establishes computer vision workflow in audiovisual
  archive

                                        SocialZa
                                           p!

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SocialZap

  • 1. SocialZap Enriching Television Content with Social Media Bouke Huurnink SealincMedia Symposium 23-11-2012
  • 3. Imagine you are a television producer
  • 4.
  • 5. You increasingly put content online
  • 6.
  • 7. But someone is taking your viewers – and your ad revenue…
  • 8.
  • 9. Why are they going to YouTube?
  • 10. The Power of Social The crowd decides what’s interesting
  • 11. How can we use the power of social?
  • 13. SocialZap 1. Give it a television broadcast, it finds popular topics in online chatter 2. It then identifies the ‘Zap Points’ in the broadcast for those topics 3. Shares the social Zap Points on your website, identifying popular content for more viewers Goodbye YouTube!
  • 14. Zap Points go here (or we can make you a cool new website)
  • 16. The SocialZap partners Language analysis pros Computer vision experts Software pros The keepers of Dutch television Multimedia interfacers Social mavens all
  • 17. How will we do it?
  • 18. SocialZap – how it works 1. Collect tweets for your broadcasts 2. Analyse them for popular (visual) topics 3. Learn a visual model for popular topic 4. Find that topic in your broadcast 5. Display in your (Uitzending Gemist) player 6. Use Zap Points for sharing, commenting, and getting more viewers
  • 19. SocialZap Using the crowds to find the crowds (and get back your ad revenue)
  • 20. That was the pitch • Now for the nitty-gritty stuff
  • 21. System module dataflow Central Server Tweet Caption Video Video Front-End Users Analyzer Analyzer Miner Indexer Closed Captions (optional) Uitzending Beeld en Geluid Gemist User-Generated Content
  • 22. System module dataflow Central Server Tweet Caption Video Video Front-End Users Analyzer Analyzer Miner Indexer Closed Captions (optional) Uitzending Beeld en Geluid Gemist User-Generated Content
  • 23. System module dataflow Central Server Tweet Caption Video Video Front-End Users Analyzer Analyzer Miner Indexer Closed Captions (optional) Uitzending Beeld en Geluid Gemist User-Generated Content
  • 24. System module dataflow Central Server Tweet Caption Video Video Front-End Users Analyzer Analyzer Miner Indexer Closed Captions (optional) Uitzending Beeld en Geluid Gemist User-Generated Content
  • 25. System module dataflow Central Server Tweet Caption Video Video Front-End Users Analyzer Analyzer Miner Indexer Closed Captions (optional) Uitzending Beeld en Geluid Gemist User-Generated Content
  • 26. System module dataflow Central Server Tweet Caption Video Video Front-End Users Analyzer Analyzer Miner Indexer Closed Captions (optional) Uitzending Beeld en Geluid Gemist User-Generated Content
  • 27. Status • System-level – Designed blueprint of the system architecture – Determined role division among partners – Defined data exchange • Data-level – Small dataset of DWDD and POWNews video and tweets created • Component-level – Tweet analyzer provided first results – Video miner provided first results – UvA software is up-and-running on NISV server
  • 28. Way Forward • Version 1 of the demo 2013 Q1 • Several extensions (shoud have's) are considered, e.g., – Add speech recognition – User-generated content for determining 'tweet intent’ – Training data from tweets – Linking archive elements to identified fragments in Uitzending Gemist content. • We believe link with Use-Case 2 is most prevalent in interface that will be developed – Once interface is more concrete we should make the link explicit. • We foresee synergy with the COMMIT Infinity project, for speech recognition and twitter analysis.
  • 29. On a side note • A positive development for Sound and Vision – It is time to start integrating automatic techniques in the archive – This is the first time computer vision software is being integrated into Sound and Vision workflow • Also, Twitter data as potentially valuable source of contextual metadata?!
  • 30. Conclusion • SocialZap enables users to zap to popular points of discussion • Replaces uploading to YouTube and laborious manual entry • Challenging research questions around social media analysis and video analysis • Establishes computer vision workflow in audiovisual archive SocialZa p!

Editor's Notes

  1. Television is becomingincreasinglyavailable online. People make money from ad revenue
  2. A tremendousamount of materialfromtelevisionprogramming is beingposted online andviewedby home users, whopresumablylike the convenience of beingabletovview the segmentsthey are interested in without navigatingtothemmanually. Consequence = lost ad revenue
  3. Short clips on a popuklar topics, so we don’t start watchingfrom the beginning of the program
  4. Television is becomingincreasinglyavailable online. People make money from ad revenue