http://flickr.com/photos/cenz/16128560/
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 2

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 5

Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 6

Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 7

Flickr Landmarks
YouTube Concerts
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 8

Flickr Landmarks
Ahern et al. [JCDL 2007]
Rattenbury et al. [SIGIR 2007]
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 9

Flickr Landmarks
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 10

Flickr Landmarks
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Flickr Landmarks
Ahern et al. [JCDL 2007]
Rattenbury et al. [SIGIR 2007]
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 12

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 \"Representativeness\"
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

Flickr Landmarks
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 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

YouTube Concerts
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 22

YouTube Concerts
With Lyndon Kennedy [In Submission]
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 23

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]
Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 26

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
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Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 30

Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 31

Social Media Opportunity Mor Naaman ‐ Rutgers SCILS 32