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Talk at IBM Haifa IR Seminar

Talk at IBM Haifa IR Seminar

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  • 1. http://flickr.com/photos/cenz/16128560/
 Social
Media
Opportunity










Mor
Naaman
‐
Rutgers
SCILS
 2

  • 2. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 3

  • 3. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 4

  • 4. http://flickr.com/photos/jazz_girl79/262825285/
 Social
Media
Opportunity










Mor
Naaman
‐
Rutgers
SCILS
 5

  • 5. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 6

  • 6. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 7

  • 7. Flickr
Landmarks
 YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 8

  • 8. Flickr
Landmarks
 Ahern
et
al.
[JCDL
2007]
 Rattenbury
et
al.
[SIGIR
2007]
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 9

  • 9. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 10

  • 10. Flickr
Landmarks
 11

  • 11. Flickr
Landmarks
 Ahern
et
al.
[JCDL
2007]
 Rattenbury
et
al.
[SIGIR
2007]
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 12

  • 12. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 13

  • 13. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 14

  • 14. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 15

  • 15. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 16

  • 16. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 17

  • 17. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 18

  • 18. Flickr
Landmarks
 Tagged Photos Discover Views Rank Clusters by quot;Representativenessquot; Clustering Location Summary (Representative Photos) ... Discarded Views (Non-representative Photos) Kennedy
et
al.
[MM
2007,
WWW
2008]
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 19

  • 19. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 20

  • 20. Flickr
Landmarks
 Tag
only
 Tag
+
Location
 Tag
+
Location
+
Visual
 Kennedy
et
al.
[MM
2007,
WWW
2008]
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 21

  • 21. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 22

  • 22. YouTube
Concerts
 With
Lyndon
Kennedy
[In
Submission]
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 23

  • 23. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 24

  • 24. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 25

  • 25. Flickr
Landmarks
 Ahern
et
al.
[WWW
2007]
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 26

  • 26. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 27

  • 27. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 28

  • 28. http://flickr.com/photos/wynandvanpoortvliet/264171197/
 http://tagmaps.research.yahoo.com
 29

  • 29. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 30

  • 30. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 31

  • 31. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 32