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Using Visual Features to
Improve Tag Suggestions in
Image Sharing Sites

Position of ..
  o Mathias Lux, mlux@itec.uni-klu...
Agenda
                                              http://www.uni-klu.ac.at




●   Motivation
●   Proposed Architecture...
Motivation
                                            http://www.uni-klu.ac.at




● 5,000 + uploads per minute on Flickr...
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08
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Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08

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Using Visual Features to Improve Tag Suggestions in Image Sharing Sites :: presentation @ KASW'08

  1. Using Visual Features to Improve Tag Suggestions in Image Sharing Sites Position of .. o Mathias Lux, mlux@itec.uni-klu.ac.at o Oge Marques, omarques@fau.edu o Arthur Pitman, apitman@edu.uni-klu.ac.at Department for Information Technology, Klagenfurt University, Austria
  2. Agenda http://www.uni-klu.ac.at ● Motivation ● Proposed Architecture ● Current State ● Preliminary Conclusions ITEC, Klagenfurt University, Austria 2
  3. Motivation http://www.uni-klu.ac.at ● 5,000 + uploads per minute on Flickr. o Only 20%-25% are tagged ● Why are not all images tagged? o Benefits of tagging are obvious … o But effort is considered too high … ITEC, Klagenfurt University, Austria 3

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