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http://flickr.com/photos/cenz/16128560/

Social
Media
Opportunity










Mor
Naaman
‐
Rutgers
SCILS
                    ...
Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   3

Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   4

http://flickr.com/photos/jazz_girl79/262825285/

Social
Media
Opportunity










Mor
Naaman
‐
Rutgers
SCILS
            ...
Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   6

Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   7

Flickr
Landmarks




                                              YouTube
Concerts

Social
Media
Opportunity












...
Flickr
Landmarks





                                                                            Ahern
et
al.
[JCDL
2007]...
Flickr
Landmarks





     Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   10

Flickr
Landmarks





                    11

Flickr
Landmarks





                                                                            Ahern
et
al.
[JCDL
2007]...
YouTube
Concerts





Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
                13

YouTube
Concerts





Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
               14

YouTube
Concerts





Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
                15

YouTube
Concerts





Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
               16

Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   17

Flickr
Landmarks





     Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   18

Flickr
Landmarks





  Tagged Photos           Discover Views     Rank Clusters by quot;Representativenessquot;

        ...
Flickr
Landmarks





     Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   20

Flickr
Landmarks





             Tag
only
                     Tag
+
Location
 Tag
+
Location
+
Visual

                ...
YouTube
Concerts





Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
                22

YouTube
Concerts





                                            With
Lyndon
Kennedy
[In
Submission]

Social
Media
Opport...
Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   24

Flickr
Landmarks





     Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   25

Flickr
Landmarks





                                                                        Ahern
et
al.
[WWW
2007]

   ...
YouTube
Concerts





Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
                27

YouTube
Concerts





Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
               28

http://flickr.com/photos/wynandvanpoortvliet/264171197/

            http://tagmaps.research.yahoo.com

                   ...
Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   30

Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   31

Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
   32

Social Media and Multimedia Search
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Social Media and Multimedia Search

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Talk at IBM Haifa IR Seminar

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Transcript of "Social Media and Multimedia Search"

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










Mor
Naaman
‐
Rutgers
SCILS
 2

  2. 2. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 3

  3. 3. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 4

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










Mor
Naaman
‐
Rutgers
SCILS
 5

  5. 5. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 6

  6. 6. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 7

  7. 7. Flickr
Landmarks
 YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 8

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
















Mor
Naaman
‐
Rutgers
SCILS
 9

  9. 9. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 10

  10. 10. Flickr
Landmarks
 11

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
















Mor
Naaman
‐
Rutgers
SCILS
 12

  12. 12. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 13

  13. 13. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 14

  14. 14. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 15

  15. 15. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 16

  16. 16. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 17

  17. 17. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 18

  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. 19. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 20

  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. 21. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 22

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
















Mor
Naaman
‐
Rutgers
SCILS
 23

  23. 23. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 24

  24. 24. Flickr
Landmarks
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 25

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
















Mor
Naaman
‐
Rutgers
SCILS
 26

  26. 26. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 27

  27. 27. YouTube
Concerts
 Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 28

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

  29. 29. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 30

  30. 30. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 31

  31. 31. Social
Media
Opportunity
















Mor
Naaman
‐
Rutgers
SCILS
 32

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