Active Learning in Recommender Systems

For Additional Information on Active Learning in Recommender Systems see:

• N. Rubens, D. Kaplan, and M. Sugiyama, “Active learning in recommender systems,” , P. B. Kantor, F. Ricci, L. Rokach, and B. Shapira, Ed., Springer, 2011, pp. 735-767.
  [Bibtex]

  @INCOLLECTION{RubensRecSysHB2010,
  author = {Neil Rubens and Dain Kaplan and Masashi Sugiyama},
  title = {Active Learning in Recommender Systems},
  booktitle = {Recommender Systems Handbook},
  publisher = {Springer},
  year = {2011},
  editor = {P.B. Kantor and F. Ricci and L. Rokach and B. Shapira},
  pages = {735-767},
  doi = {10.1007/978-0-387-85820-3_23},
  html_file = {al-rshb2011},
  num_citations = {2},
  num_presentation_views = {30},
  pdf_file = {Rubens-Active-Learning-RecSysHB2010.pdf},
  presentation = {http://www.slideshare.net/nrubens/active-learning-in-recommender-systems}
  }

  Impact: presentaiton views > 30 # of citations > 2

Active Intelligence Group (University of Electro-Communications)

Mehdi Elahi at the group of Prof. Ricci (Free University of Bozen-Bolzano)

For Additional Information on Active Learning see:

RecSys Wiki
WikiPedia: Cold Start
Active Learning Literature Survey (Settles)
WikiPedia: Active Learning

For Additional Information on Recommender Systems see:

ACM Recommender Systems Conference (RecSys)
WikiPedia: Recommender System
Towards the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions 

Various:

RecSys html-paper-link