BSkyB - UCL Collaboration Workshop

2,304 views

Published on

Published in: Education, Business
1 Comment
2 Likes
Statistics
Notes
No Downloads
Views
Total views
2,304
On SlideShare
0
From Embeds
0
Number of Embeds
404
Actions
Shares
0
Downloads
1
Comments
1
Likes
2
Embeds 0
No embeds

No notes for slide

BSkyB - UCL Collaboration Workshop

  1. 1. Next Generation Recommender Systems Neal Lathia & Licia Capra
  2. 2. Recommender Systems: why?
  3. 3. information overload
  4. 4. the age of discovery
  5. 5. Recommender Systems: born on the web
  6. 6. source: O. Celma & P. Lamere “Music Recommendation Tutorial” ISMIR 2007
  7. 7. http://www.netflixprize.com
  8. 8. Users who have been like-minded in the past will be like- minded in the future.
  9. 9. Recommender Systems: leaving the web behind
  10. 10. recommending television
  11. 11. sharing & discovering content on the move
  12. 12. Recommender Systems: emerging from the web
  13. 13. Recommender Systems: (some) research directions
  14. 14. context time, location, social networks, groups, niche tastes, mobility
  15. 15. Richer modelling of users, and the data they provide us about their tastes: accounting for social connectivity, location, time, what is being recommended: context-aware recommendations.
  16. 16. Next Generation Recommender Systems Neal Lathia & Licia Capra

×