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Next Generation
Recommender Systems
                      Neal Lathia & Licia Capra
Recommender Systems:
why?
information overload
the age of discovery
Recommender Systems:
born on the web
source: O. Celma & P. Lamere “Music Recommendation Tutorial” ISMIR 2007
http://www.netflixprize.com
Users who have been
 like-minded in the
   past will be like-
minded in the future.
Recommender Systems:
leaving the web behind
recommending television
sharing & discovering content on the move
Recommender Systems:
emerging from the web
Recommender Systems:
(some) research directions
context
time, location, social networks,
           groups, niche tastes,
                        mobility
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.
Next Generation
Recommender Systems
                      Neal Lathia & Licia Capra

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